diff --git a/.gitignore b/.gitignore
index 0c1bc8bd966744f01c0dd002b562d9e62034b0e7..753f3431d1698c58226483087102f4a343adf283 100644
--- a/.gitignore
+++ b/.gitignore
@@ -13,7 +13,8 @@ __pycache__
~$*
# Build
-.tox/
+venv/*
+site/*
# ACMC phenotype build files
diff --git a/README.md b/README.md
index 11254581fb32a020451e73893fa92dc850c5cc51..5dfb6cce5e92e99ced354cc462488fb9bfd6934d 100644
--- a/README.md
+++ b/README.md
@@ -189,7 +189,7 @@ cp -r ./examples/codes/* ./workspace/phen/codes
From the command prompt, copy example phenotype configuration files `/examples/config.json` to the phenotype directory:
```bash
-cp -r ./examples/config.json ./workspace/phen
+cp -r ./examples/config1.yaml ./workspace/phen/config.yaml
```
- You can view the configuarion file here [`config.json`](./examples/config.json)
diff --git a/acmc/__init__.py b/acmc/__init__.py
index ab83ebf60d564f37540e6bf8ae6e294e926494a9..80d81b35b54f7847c0651756af8af3db710a6d8e 100644
--- a/acmc/__init__.py
+++ b/acmc/__init__.py
@@ -1,5 +1,3 @@
-try:
- from importlib.metadata import version
-except ImportError: # Python <3.8
- from pkg_resources import get_distribution as version
+from importlib.metadata import version
+
__version__ = version("acmc")
diff --git a/acmc/__main__.py b/acmc/__main__.py
index 6dc525cf7b30589b5905da70238331078ae90005..20251db632eb3387c5b819e7e07c54cf203700c5 100644
--- a/acmc/__main__.py
+++ b/acmc/__main__.py
@@ -1,4 +1,4 @@
from acmc.main import main
if __name__ == "__main__":
- main()
\ No newline at end of file
+ main()
diff --git a/acmc/logging_config.py b/acmc/logging_config.py
index b9bb42ecfe5b9c25f7ccec540e3edba36fa51a10..735365a38a5ac3d653f2ea04d48c93a94d7815ba 100644
--- a/acmc/logging_config.py
+++ b/acmc/logging_config.py
@@ -3,52 +3,57 @@ import logging
DEFAULT_LOG_FILE = "acmc.log"
-# TODO: Determine if bcolours is still needed considering use of logging not print
-class bcolors: #for printing coloured text
- HEADER = '\033[95m'
- OKBLUE = '\033[94m'
- OKCYAN = '\033[96m'
- OKGREEN = '\033[92m'
- WARNING = '\033[93m'
- FAIL = '\033[91m'
- ENDC = '\033[0m'
- BOLD = '\033[1m'
- UNDERLINE = '\033[4m'
+
+# TODO: Determine if bcolours is still needed considering use of logging not print
+class bcolors: # for printing coloured text
+ HEADER = "\033[95m"
+ OKBLUE = "\033[94m"
+ OKCYAN = "\033[96m"
+ OKGREEN = "\033[92m"
+ WARNING = "\033[93m"
+ FAIL = "\033[91m"
+ ENDC = "\033[0m"
+ BOLD = "\033[1m"
+ UNDERLINE = "\033[4m"
+
def setup_logger(log_level=logging.INFO):
- """Sets up logger as a singleton outputing to file and sysout syserr"""
- # Create a logger
- logger = logging.getLogger('acmc_logger')
- logger.setLevel(logging.INFO)
-
- if not logger.hasHandlers():
- #Create a file handler that logs to a file
- file_handler = logging.FileHandler(DEFAULT_LOG_FILE)
- file_handler.setLevel(logging.INFO)
-
- # Create a stream handler that prints to the console
- stream_handler = logging.StreamHandler()
- stream_handler.setLevel(logging.INFO)
-
- # Create a formatter for how the log messages should look
-
- # Add the formatter to both handlers
- file_formatter = logging.Formatter('%(asctime)s - - %(levelname)s - %(message)s')
- file_handler.setFormatter(file_formatter)
- stream_formatter = logging.Formatter('[%(levelname)s] - %(message)s')
- stream_handler.setFormatter(stream_formatter)
-
- # Add the handlers to the logger
- logger.addHandler(file_handler)
- logger.addHandler(stream_handler)
-
- return logger
+ """Sets up logger as a singleton outputing to file and sysout syserr"""
+ # Create a logger
+ logger = logging.getLogger("acmc_logger")
+ logger.setLevel(logging.INFO)
+
+ if not logger.hasHandlers():
+ # Create a file handler that logs to a file
+ file_handler = logging.FileHandler(DEFAULT_LOG_FILE)
+ file_handler.setLevel(logging.INFO)
+
+ # Create a stream handler that prints to the console
+ stream_handler = logging.StreamHandler()
+ stream_handler.setLevel(logging.INFO)
+
+ # Create a formatter for how the log messages should look
+
+ # Add the formatter to both handlers
+ file_formatter = logging.Formatter(
+ "%(asctime)s - - %(levelname)s - %(message)s"
+ )
+ file_handler.setFormatter(file_formatter)
+ stream_formatter = logging.Formatter("[%(levelname)s] - %(message)s")
+ stream_handler.setFormatter(stream_formatter)
+
+ # Add the handlers to the logger
+ logger.addHandler(file_handler)
+ logger.addHandler(stream_handler)
+
+ return logger
+
def set_log_level(log_level):
- """Sets the log level for the acmc logger"""
- logger = logging.getLogger('acmc_logger')
- logger.setLevel(log_level) # Set logger level
-
- # Also update handlers to match the new level
- for handler in logger.handlers:
- handler.setLevel(log_level)
\ No newline at end of file
+ """Sets the log level for the acmc logger"""
+ logger = logging.getLogger("acmc_logger")
+ logger.setLevel(log_level) # Set logger level
+
+ # Also update handlers to match the new level
+ for handler in logger.handlers:
+ handler.setLevel(log_level)
diff --git a/acmc/main.py b/acmc/main.py
index ed2b7aff3d6a14a79cb5881c1b67b7fee82c33b3..89df65dda2d1da11eef38260f2d760a6bbf9846c 100644
--- a/acmc/main.py
+++ b/acmc/main.py
@@ -8,206 +8,268 @@ from acmc import trud, omop, phen, logging_config as lc
# setup logging
logger = lc.setup_logger()
-DEFAULT_WORKING_PATH = Path('./workspace')
+DEFAULT_WORKING_PATH = Path("./workspace")
+
def trud_install(args):
"""Handle the `trud install` command."""
trud.install()
+
def omop_install(args):
"""Handle the `omop install` command."""
omop.install(args.omop_zip_file, args.version)
+
def omop_clear(args):
"""Handle the `omop clear` command."""
- omop.clear(omop.DB_PATH)
+ omop.clear(omop.DB_PATH)
+
def omop_delete(args):
"""Handle the `omop delete` command."""
omop.delete(omop.DB_PATH)
+
def phen_init(args):
- """Handle the `phen init` command."""
- phen.init(args.phen_dir, args.remote_url)
+ """Handle the `phen init` command."""
+ phen.init(args.phen_dir, args.remote_url)
+
def phen_validate(args):
- """Handle the `phen validate` command."""
- phen.validate(args.phen_dir)
+ """Handle the `phen validate` command."""
+ phen.validate(args.phen_dir)
+
def phen_map(args):
- """Handle the `phen map` command."""
- phen.map(args.phen_dir,
- args.target_coding)
+ """Handle the `phen map` command."""
+ phen.map(args.phen_dir, args.target_coding)
+
def phen_export(args):
- """Handle the `phen copy` command."""
- phen.export(args.phen_dir,
- args.version)
+ """Handle the `phen copy` command."""
+ phen.export(args.phen_dir, args.version)
+
def phen_publish(args):
- """Handle the `phen publish` command."""
- phen.publish(args.phen_dir)
+ """Handle the `phen publish` command."""
+ phen.publish(args.phen_dir)
+
def phen_copy(args):
- """Handle the `phen copy` command."""
- phen.copy(args.phen_dir,
- args.target_dir,
- args.version)
+ """Handle the `phen copy` command."""
+ phen.copy(args.phen_dir, args.target_dir, args.version)
+
def phen_diff(args):
- """Handle the `phen diff` command."""
- phen.diff(args.phen_dir,
- args.phen_dir_old)
+ """Handle the `phen diff` command."""
+ phen.diff(args.phen_dir, args.phen_dir_old)
+
def main():
- parser = argparse.ArgumentParser(description="ACMC command-line tool")
- parser.add_argument("--debug", action="store_true", help="Enable debug mode")
- parser.add_argument("--version", action="version", version=f"acmc {acmc.__version__}")
-
+ parser = argparse.ArgumentParser(description="ACMC command-line tool")
+ parser.add_argument("--debug", action="store_true", help="Enable debug mode")
+ parser.add_argument(
+ "--version", action="version", version=f"acmc {acmc.__version__}"
+ )
+
# Top-level commands
- subparsers = parser.add_subparsers(dest="command", required=True, help="Available commands")
-
- ### TRUD Command ###
- trud_parser = subparsers.add_parser("trud", help="TRUD commands")
- trud_subparsers = trud_parser.add_subparsers(dest="subcommand", required=True, help="TRUD subcommands")
-
- # trud install
- trud_install_parser = trud_subparsers.add_parser("install", help="Install TRUD components")
- trud_install_parser.set_defaults(func=trud_install)
-
- ### OMOP Command ###
- omop_parser = subparsers.add_parser("omop", help="OMOP commands")
- omop_subparsers = omop_parser.add_subparsers(dest="subcommand", required=True, help="OMOP subcommands")
-
- # omop install
- omop_install_parser = omop_subparsers.add_parser("install", help="Install OMOP codes within database")
- omop_install_parser.add_argument("-f",
- "--omop-zip-file",
- required=True,
- help="Path to downloaded OMOP zip file")
- omop_install_parser.add_argument("-v",
- "--version",
- required=True,
- help="OMOP vocabularies release version")
- omop_install_parser.set_defaults(func=omop_install)
-
- # omop clear
- omop_clear_parser = omop_subparsers.add_parser("clear", help="Clear OMOP data from database")
- omop_clear_parser.set_defaults(func=omop_clear)
-
- # omop delete
- omop_delete_parser = omop_subparsers.add_parser("delete", help="Delete OMOP database")
- omop_delete_parser.set_defaults(func=omop_delete)
-
- ### PHEN Command ###
- phen_parser = subparsers.add_parser("phen", help="Phen commands")
- phen_subparsers = phen_parser.add_subparsers(dest="subcommand", required=True, help="Phen subcommands")
-
- # phen init
- phen_init_parser = phen_subparsers.add_parser("init", help="Initiatise phenotype directory")
- phen_init_parser.add_argument("-d",
- "--phen-dir",
- type=str,
- default=str(phen.DEFAULT_PHEN_PATH.resolve()),
- help="Phenotype workspace directory")
- phen_init_parser.add_argument("-r",
- "--remote_url",
- help="URL to remote git repository")
- phen_init_parser.set_defaults(func=phen_init)
-
- # phen validate
- phen_validate_parser = phen_subparsers.add_parser("validate", help="Validate phenotype configuration")
- phen_validate_parser.add_argument("-d",
- "--phen-dir",
- type=str,
- default=str(phen.DEFAULT_PHEN_PATH.resolve()),
- help="Phenotype workspace directory")
- phen_validate_parser.set_defaults(func=phen_validate)
-
- # phen map
- phen_map_parser = phen_subparsers.add_parser("map", help="Process phen mapping")
- phen_map_parser.add_argument("-d",
- "--phen-dir",
- type=str,
- default=str(phen.DEFAULT_PHEN_PATH.resolve()),
- help="Phenotype workspace directory")
- phen_map_parser.add_argument("-t",
- "--target-coding",
- required=True,
- choices=['read2', 'read3', 'icd10', 'snomed', 'opcs4'],
- help="Specify the target coding (read2, read3, icd10, snomed, opcs4)")
- phen_map_parser.add_argument("-o",
- "--output",
- choices=["csv", "omop"],
- nargs="+", # allows one or more values
- default=["csv"], # default to CSV if not specified
- help="Specify output format(s): 'csv', 'omop', or both (default: csv)")
- phen_map_parser.set_defaults(func=phen_map)
-
- # phen export
- phen_export_parser = phen_subparsers.add_parser("export", help="Export phen to OMOP database")
- phen_export_parser.add_argument("-d",
- "--phen-dir",
- type=str,
- default=str(phen.DEFAULT_PHEN_PATH.resolve()),
- help="Phenotype workspace directory")
- phen_export_parser.add_argument("-v",
- "--version",
- type=str,
- default='latest',
- help="Phenotype version to export, defaults to the latest version")
- phen_export_parser.set_defaults(func=phen_export)
-
- # phen publish
- phen_publish_parser = phen_subparsers.add_parser("publish", help="Publish phenotype configuration")
- phen_publish_parser.add_argument("-d",
- "--phen-dir",
- type=str,
- default=str(phen.DEFAULT_PHEN_PATH.resolve()),
- help="Phenotype workspace directory")
- phen_publish_parser.set_defaults(func=phen_publish)
-
- # phen copy
- phen_copy_parser = phen_subparsers.add_parser("copy", help="Publish phenotype configuration")
- phen_copy_parser.add_argument("-d",
- "--phen-dir",
- type=str,
- default=str(phen.DEFAULT_PHEN_PATH.resolve()),
- help="Phenotype workspace directory")
- phen_copy_parser.add_argument("-td",
- "--target-dir",
- type=str,
- default=str(DEFAULT_WORKING_PATH.resolve()),
- help="Target directory for the copy")
- phen_copy_parser.add_argument("-v",
- "--version",
- type=str,
- default='latest',
- help="Phenotype version to copy, defaults to the latest version")
- phen_copy_parser.set_defaults(func=phen_copy)
-
- # phen diff
- phen_diff_parser = phen_subparsers.add_parser("diff", help="Publish phenotype configuration")
- phen_diff_parser.add_argument("-d",
- "--phen-dir",
- type=str,
- default=str(phen.DEFAULT_PHEN_PATH.resolve()),
- help="Directory for the new phenotype version")
- phen_diff_parser.add_argument("-old",
- "--phen-dir-old",
- required=True,
- help="Directory of the old phenotype version that is compared to the new one")
- phen_diff_parser.set_defaults(func=phen_diff)
-
- # Parse arguments
- args = parser.parse_args()
-
- # setup logging
- if(args.debug):
- lc.set_log_level(logging.DEBUG)
-
- # Call the function associated with the command
- args.func(args)
+ subparsers = parser.add_subparsers(
+ dest="command", required=True, help="Available commands"
+ )
+
+ ### TRUD Command ###
+ trud_parser = subparsers.add_parser("trud", help="TRUD commands")
+ trud_subparsers = trud_parser.add_subparsers(
+ dest="subcommand", required=True, help="TRUD subcommands"
+ )
+
+ # trud install
+ trud_install_parser = trud_subparsers.add_parser(
+ "install", help="Install TRUD components"
+ )
+ trud_install_parser.set_defaults(func=trud_install)
+
+ ### OMOP Command ###
+ omop_parser = subparsers.add_parser("omop", help="OMOP commands")
+ omop_subparsers = omop_parser.add_subparsers(
+ dest="subcommand", required=True, help="OMOP subcommands"
+ )
+
+ # omop install
+ omop_install_parser = omop_subparsers.add_parser(
+ "install", help="Install OMOP codes within database"
+ )
+ omop_install_parser.add_argument(
+ "-f", "--omop-zip-file", required=True, help="Path to downloaded OMOP zip file"
+ )
+ omop_install_parser.add_argument(
+ "-v", "--version", required=True, help="OMOP vocabularies release version"
+ )
+ omop_install_parser.set_defaults(func=omop_install)
+
+ # omop clear
+ omop_clear_parser = omop_subparsers.add_parser(
+ "clear", help="Clear OMOP data from database"
+ )
+ omop_clear_parser.set_defaults(func=omop_clear)
+
+ # omop delete
+ omop_delete_parser = omop_subparsers.add_parser(
+ "delete", help="Delete OMOP database"
+ )
+ omop_delete_parser.set_defaults(func=omop_delete)
+
+ ### PHEN Command ###
+ phen_parser = subparsers.add_parser("phen", help="Phen commands")
+ phen_subparsers = phen_parser.add_subparsers(
+ dest="subcommand", required=True, help="Phen subcommands"
+ )
+
+ # phen init
+ phen_init_parser = phen_subparsers.add_parser(
+ "init", help="Initiatise phenotype directory"
+ )
+ phen_init_parser.add_argument(
+ "-d",
+ "--phen-dir",
+ type=str,
+ default=str(phen.DEFAULT_PHEN_PATH.resolve()),
+ help="Phenotype workspace directory",
+ )
+ phen_init_parser.add_argument(
+ "-r", "--remote_url", help="URL to remote git repository"
+ )
+ phen_init_parser.set_defaults(func=phen_init)
+
+ # phen validate
+ phen_validate_parser = phen_subparsers.add_parser(
+ "validate", help="Validate phenotype configuration"
+ )
+ phen_validate_parser.add_argument(
+ "-d",
+ "--phen-dir",
+ type=str,
+ default=str(phen.DEFAULT_PHEN_PATH.resolve()),
+ help="Phenotype workspace directory",
+ )
+ phen_validate_parser.set_defaults(func=phen_validate)
+
+ # phen map
+ phen_map_parser = phen_subparsers.add_parser("map", help="Process phen mapping")
+ phen_map_parser.add_argument(
+ "-d",
+ "--phen-dir",
+ type=str,
+ default=str(phen.DEFAULT_PHEN_PATH.resolve()),
+ help="Phenotype workspace directory",
+ )
+ phen_map_parser.add_argument(
+ "-t",
+ "--target-coding",
+ required=True,
+ choices=["read2", "read3", "icd10", "snomed", "opcs4"],
+ help="Specify the target coding (read2, read3, icd10, snomed, opcs4)",
+ )
+ phen_map_parser.add_argument(
+ "-o",
+ "--output",
+ choices=["csv", "omop"],
+ nargs="+", # allows one or more values
+ default=["csv"], # default to CSV if not specified
+ help="Specify output format(s): 'csv', 'omop', or both (default: csv)",
+ )
+ phen_map_parser.set_defaults(func=phen_map)
+
+ # phen export
+ phen_export_parser = phen_subparsers.add_parser(
+ "export", help="Export phen to OMOP database"
+ )
+ phen_export_parser.add_argument(
+ "-d",
+ "--phen-dir",
+ type=str,
+ default=str(phen.DEFAULT_PHEN_PATH.resolve()),
+ help="Phenotype workspace directory",
+ )
+ phen_export_parser.add_argument(
+ "-v",
+ "--version",
+ type=str,
+ default="latest",
+ help="Phenotype version to export, defaults to the latest version",
+ )
+ phen_export_parser.set_defaults(func=phen_export)
+
+ # phen publish
+ phen_publish_parser = phen_subparsers.add_parser(
+ "publish", help="Publish phenotype configuration"
+ )
+ phen_publish_parser.add_argument(
+ "-d",
+ "--phen-dir",
+ type=str,
+ default=str(phen.DEFAULT_PHEN_PATH.resolve()),
+ help="Phenotype workspace directory",
+ )
+ phen_publish_parser.set_defaults(func=phen_publish)
+
+ # phen copy
+ phen_copy_parser = phen_subparsers.add_parser(
+ "copy", help="Publish phenotype configuration"
+ )
+ phen_copy_parser.add_argument(
+ "-d",
+ "--phen-dir",
+ type=str,
+ default=str(phen.DEFAULT_PHEN_PATH.resolve()),
+ help="Phenotype workspace directory",
+ )
+ phen_copy_parser.add_argument(
+ "-td",
+ "--target-dir",
+ type=str,
+ default=str(DEFAULT_WORKING_PATH.resolve()),
+ help="Target directory for the copy",
+ )
+ phen_copy_parser.add_argument(
+ "-v",
+ "--version",
+ type=str,
+ default="latest",
+ help="Phenotype version to copy, defaults to the latest version",
+ )
+ phen_copy_parser.set_defaults(func=phen_copy)
+
+ # phen diff
+ phen_diff_parser = phen_subparsers.add_parser(
+ "diff", help="Publish phenotype configuration"
+ )
+ phen_diff_parser.add_argument(
+ "-d",
+ "--phen-dir",
+ type=str,
+ default=str(phen.DEFAULT_PHEN_PATH.resolve()),
+ help="Directory for the new phenotype version",
+ )
+ phen_diff_parser.add_argument(
+ "-old",
+ "--phen-dir-old",
+ required=True,
+ help="Directory of the old phenotype version that is compared to the new one",
+ )
+ phen_diff_parser.set_defaults(func=phen_diff)
+
+ # Parse arguments
+ args = parser.parse_args()
+
+ # setup logging
+ if args.debug:
+ lc.set_log_level(logging.DEBUG)
+
+ # Call the function associated with the command
+ args.func(args)
+
if __name__ == "__main__":
main()
diff --git a/acmc/omop.py b/acmc/omop.py
index 7075994944e0ee886f2a5a09d0eb765a07792f7e..90b621b1d028d6f51a327286c0a1574363e129bf 100644
--- a/acmc/omop.py
+++ b/acmc/omop.py
@@ -2,215 +2,230 @@ import os
import argparse
import sqlite3
import pandas as pd
-import json
import logging
import zipfile
import shutil
+import json
+import yaml
from pathlib import Path
-
from acmc import logging_config
# setup logging
logger = logging_config.setup_logger()
# constants
-VOCAB_PATH = Path('./vocab/omop')
-DB_PATH = VOCAB_PATH / 'omop_54.sqlite'
-VERSION_FILE = 'omop_version.json'
+VOCAB_PATH = Path("./vocab/omop")
+DB_PATH = VOCAB_PATH / "omop_54.sqlite"
+VERSION_FILE = "omop_version.yaml"
VERSION_PATH = VOCAB_PATH / VERSION_FILE
-EXPORT_FILE = 'omop_export.db'
+EXPORT_FILE = "omop_export.db"
vocabularies = {
- "source": "OHDSI Athena",
- "url": "https://athena.ohdsi.org/vocabulary/list",
- "version": "",
- "vocabularies": [
- { "id": 1, "name": "SNOMED"},
- { "id": 2, "name": "ICD9CM"},
- { "id": 17, "name": "Readv2"},
- { "id": 21, "name": "ATC"},
- { "id": 55, "name": "OPCS4"},
- { "id": 57, "name": "HES Specialty"},
- { "id": 70, "name": "ICD10CM"},
- { "id": 75, "name": "dm+d"},
- { "id": 144, "name": "UK Biobank"},
- { "id": 154, "name": "NHS Ethnic Category"},
- { "id": 155, "name": "NHS Place of Service"}
- ],
- "tables": []
+ "source": "OHDSI Athena",
+ "url": "https://athena.ohdsi.org/vocabulary/list",
+ "version": "",
+ "vocabularies": [
+ {"id": 1, "name": "SNOMED"},
+ {"id": 2, "name": "ICD9CM"},
+ {"id": 17, "name": "Readv2"},
+ {"id": 21, "name": "ATC"},
+ {"id": 55, "name": "OPCS4"},
+ {"id": 57, "name": "HES Specialty"},
+ {"id": 70, "name": "ICD10CM"},
+ {"id": 75, "name": "dm+d"},
+ {"id": 144, "name": "UK Biobank"},
+ {"id": 154, "name": "NHS Ethnic Category"},
+ {"id": 155, "name": "NHS Place of Service"},
+ ],
+ "tables": [],
}
omop_vocab_types = {
- "read2": "Read",
- "read3": None,
- "icd10": "ICD10CM",
- "snomed": "SNOMED",
- "opcs4": "OPCS4",
- "atc": "ATC",
- "med": None,
- "cprd": None,
+ "read2": "Read",
+ "read3": None,
+ "icd10": "ICD10CM",
+ "snomed": "SNOMED",
+ "opcs4": "OPCS4",
+ "atc": "ATC",
+ "med": None,
+ "cprd": None,
}
-#Populate SQLite3 Database with default OMOP CONCEPTS
-def install (omop_zip_file, version):
- """Installs the OMOP release csv files in a file-based sql database"""
- logger.info(f"Installing OMOP from zip file: {omop_zip_file}")
- omop_zip_path = Path(omop_zip_file)
-
- # Check if the file exists and is a ZIP file
- if not omop_zip_path.exists():
- msg = f"{omop_zip_path} does not exist."
- logger.error(msg)
- raise ValueError(msg)
- if not zipfile.is_zipfile(omop_zip_path):
- msg = f"Error: {omop_zip_path} is not a valid ZIP file."
- logger.error(msg)
- raise ValueError(msg)
-
- # check codes directory exists and if not create it
- if not VOCAB_PATH.exists():
- VOCAB_PATH.mkdir(parents=True)
- logger.debug(f"OMOP directory '{VOCAB_PATH}' created.")
- else:
- # removing existing OMOP files
- csv_files = list(VOCAB_PATH.glob("*.csv"))
- for file in csv_files:
- file.unlink()
- logger.debug(f"Deleted OMOP csv file: {file}")
-
- # Extract ZIP contents
- with zipfile.ZipFile(omop_zip_path, 'r') as zip_ref:
- zip_ref.extractall(VOCAB_PATH)
- logger.info(f"Extracted OMOP zip file {omop_zip_path} to {VOCAB_PATH}/")
-
- # connect to database, if it does not exist it will be created
- conn = sqlite3.connect(DB_PATH)
- # Iterate through files in the folder
- csv_files = list(VOCAB_PATH.glob("*.csv"))
- total_tables_count = len(csv_files)
- table_count = 1
- for filename in csv_files:
- try:
- logger.info(f"Processing {table_count} of {total_tables_count} tables: {filename}")
- # read the CSV file with the specified delimiter
- df = pd.read_csv(filename, delimiter="\t", low_memory=False)
-
- # export Table to sqlite db
- df.to_sql(filename.stem, conn, if_exists='replace', index=False)
-
- # add to the metadata
- vocabularies["tables"].append(filename.stem)
- table_count = table_count + 1
- except Exception as e:
- raise Exception(f"Error reading file {filename}: {e}")
-
- conn.close()
-
- # write version file
- write_version_file(version)
-
- logger.info(f"OMOP installation completed")
+
+# Populate SQLite3 Database with default OMOP CONCEPTS
+def install(omop_zip_file, version):
+ """Installs the OMOP release csv files in a file-based sql database"""
+ logger.info(f"Installing OMOP from zip file: {omop_zip_file}")
+ omop_zip_path = Path(omop_zip_file)
+
+ # Check if the file exists and is a ZIP file
+ if not omop_zip_path.exists():
+ msg = f"{omop_zip_path} does not exist."
+ logger.error(msg)
+ raise ValueError(msg)
+ if not zipfile.is_zipfile(omop_zip_path):
+ msg = f"Error: {omop_zip_path} is not a valid ZIP file."
+ logger.error(msg)
+ raise ValueError(msg)
+
+ # check codes directory exists and if not create it
+ if not VOCAB_PATH.exists():
+ VOCAB_PATH.mkdir(parents=True)
+ logger.debug(f"OMOP directory '{VOCAB_PATH}' created.")
+ else:
+ # removing existing OMOP files
+ csv_files = list(VOCAB_PATH.glob("*.csv"))
+ for file in csv_files:
+ file.unlink()
+ logger.debug(f"Deleted OMOP csv file: {file}")
+
+ # Extract ZIP contents
+ with zipfile.ZipFile(omop_zip_path, "r") as zip_ref:
+ zip_ref.extractall(VOCAB_PATH)
+ logger.info(f"Extracted OMOP zip file {omop_zip_path} to {VOCAB_PATH}/")
+
+ # connect to database, if it does not exist it will be created
+ conn = sqlite3.connect(DB_PATH)
+ # Iterate through files in the folder
+ csv_files = list(VOCAB_PATH.glob("*.csv"))
+ total_tables_count = len(csv_files)
+ table_count = 1
+ for filename in csv_files:
+ try:
+ logger.info(
+ f"Processing {table_count} of {total_tables_count} tables: {filename}"
+ )
+ # read the CSV file with the specified delimiter
+ df = pd.read_csv(filename, delimiter="\t", low_memory=False)
+
+ # export Table to sqlite db
+ df.to_sql(filename.stem, conn, if_exists="replace", index=False)
+
+ # add to the metadata
+ vocabularies["tables"].append(filename.stem)
+ table_count = table_count + 1
+ except Exception as e:
+ raise Exception(f"Error reading file {filename}: {e}")
+
+ conn.close()
+
+ # write version file
+ write_version_file(version)
+
+ logger.info(f"OMOP installation completed")
+
def write_version_file(version):
- """Writes the OMOP vocaburaries and version to a file"""
- vocabularies['version'] = version
- with open(VERSION_PATH, "w", encoding="utf-8") as f:
- json.dump(vocabularies, f, indent=4)
-
+ """Writes the OMOP vocaburaries and version to a file"""
+ vocabularies["version"] = version
+ with open(VERSION_PATH, "w") as file:
+ yaml.dump(vocabularies, file, default_flow_style=False, sort_keys=False)
+
+
def clear(db_path):
- """Clears the OMOP sql database"""
- logger.info(f"Clearing OMOP data from database")
- omop_db_path = Path(db_path)
- if not omop_db_path.is_file():
- raise FileNotFoundError(f"Error: OMOP DB file '{omop_db_path}' does not exist.")
- conn = sqlite3.connect(db_path)
- cur = conn.cursor()
- cur.execute("SELECT name FROM sqlite_master WHERE type='table';")
-
- # Fetch and print table names
- tables = cur.fetchall()
- logger.debug("Tables in database:", [table[0] for table in tables])
-
- #cur.execute("DROP TABLE CONCEPT_SET;")
- #cur.execute("DROP TABLE CONCEPT_SET_ITEM;")
-
- conn.close()
- logger.info(f"OMOP database cleared")
-
+ """Clears the OMOP sql database"""
+ logger.info(f"Clearing OMOP data from database")
+ omop_db_path = Path(db_path)
+ if not omop_db_path.is_file():
+ raise FileNotFoundError(f"Error: OMOP DB file '{omop_db_path}' does not exist.")
+ conn = sqlite3.connect(db_path)
+ cur = conn.cursor()
+ cur.execute("SELECT name FROM sqlite_master WHERE type='table';")
+
+ # Fetch and print table names
+ tables = cur.fetchall()
+ logger.debug("Tables in database:", [table[0] for table in tables])
+
+ # cur.execute("DROP TABLE CONCEPT_SET;")
+ # cur.execute("DROP TABLE CONCEPT_SET_ITEM;")
+
+ conn.close()
+ logger.info(f"OMOP database cleared")
+
+
def delete(db_path):
- """Deletes the OMOP sql database"""
- logger.info(f"Deleting OMOP database")
- omop_db_path = Path(db_path)
- if not omop_db_path.is_file():
- raise FileNotFoundError(f"Error: OMOP DB file '{omop_db_path}' does not exist.")
-
- omop_db_path.unlink()
- logger.info(f"OMOP database deleted")
-
+ """Deletes the OMOP sql database"""
+ logger.info(f"Deleting OMOP database")
+ omop_db_path = Path(db_path)
+ if not omop_db_path.is_file():
+ raise FileNotFoundError(f"Error: OMOP DB file '{omop_db_path}' does not exist.")
+
+ omop_db_path.unlink()
+ logger.info(f"OMOP database deleted")
+
+
def table_exists(cursor, table_name):
- # Query to check if the table exists
- cursor.execute(
- """
+ # Query to check if the table exists
+ cursor.execute(
+ """
SELECT name
FROM sqlite_master
WHERE type='table' AND name=?
""",
- (table_name,)
- )
+ (table_name,),
+ )
+
+ # Fetch the result
+ result = cursor.fetchone()
+
+ return result is not None
- # Fetch the result
- result = cursor.fetchone()
-
- return result is not None
def vocab_exists(cursor, vocab_id):
- # Query to check if the table exists
- cursor.execute(
- """
+ # Query to check if the table exists
+ cursor.execute(
+ """
SELECT vocabulary_id
FROM VOCABULARY
WHERE vocabulary_id=?
""",
- (vocab_id,)
- )
-
- # Fetch the result
- result = cursor.fetchone()
-
- return result is not None
+ (vocab_id,),
+ )
+
+ # Fetch the result
+ result = cursor.fetchone()
+
+ return result is not None
+
def concept_set_exist(cursor, concept_set_name):
-
- query = f"SELECT EXISTS (SELECT 1 FROM CONCEPT_SET WHERE concept_set_name = ?)"
- cursor.execute(query, (concept_set_name,))
-
- # 1 if exists, 0 otherwise
- return cursor.fetchone()[0] == 1
+
+ query = f"SELECT EXISTS (SELECT 1 FROM CONCEPT_SET WHERE concept_set_name = ?)"
+ cursor.execute(query, (concept_set_name,))
+
+ # 1 if exists, 0 otherwise
+ return cursor.fetchone()[0] == 1
+
def export(map_path, export_path, version, omop_metadata):
- logger.debug(f"exporting with metadata {omop_metadata} at version {version}")
-
- # copy the baseline omop database
- export_db_path = export_path / EXPORT_FILE
- shutil.copy(DB_PATH, export_db_path)
-
- # connect to db
- conn = sqlite3.connect(export_db_path)
- cur = conn.cursor()
-
- #Create VOCABULARY
- df_test = pd.DataFrame([{
- "vocabulary_id": omop_metadata['vocabulary_id'],
- "vocabulary_name": omop_metadata['vocabulary_name'],
- "vocabulary_reference": omop_metadata['vocabulary_reference'],
- "vocabulary_version": version,
- # "vocabulary_concept_id": 0,
- }])
- df_test.to_sql("VOCABULARY", conn, if_exists='append', index=False)
-
- # Create CONCEPT_SET
- cur.execute("""
+ logger.debug(f"exporting with metadata {omop_metadata} at version {version}")
+
+ # copy the baseline omop database
+ export_db_path = export_path / EXPORT_FILE
+ shutil.copy(DB_PATH, export_db_path)
+
+ # connect to db
+ conn = sqlite3.connect(export_db_path)
+ cur = conn.cursor()
+
+ # Create VOCABULARY
+ df_test = pd.DataFrame(
+ [
+ {
+ "vocabulary_id": omop_metadata["vocabulary_id"],
+ "vocabulary_name": omop_metadata["vocabulary_name"],
+ "vocabulary_reference": omop_metadata["vocabulary_reference"],
+ "vocabulary_version": version,
+ # "vocabulary_concept_id": 0,
+ }
+ ]
+ )
+ df_test.to_sql("VOCABULARY", conn, if_exists="append", index=False)
+
+ # Create CONCEPT_SET
+ cur.execute(
+ """
CREATE TABLE CONCEPT_SET (
concept_set_id INTEGER PRIMARY KEY AUTOINCREMENT, -- Unique identifier for each concept set
atlas_id INTEGER, -- Unique identifier generated by ATLAS
@@ -218,77 +233,89 @@ def export(map_path, export_path, version, omop_metadata):
concept_set_description TEXT, -- Optional description for the concept set
vocabulary_id TEXT NOT NULL, -- Foreign key to VOCABULARY table
FOREIGN KEY (vocabulary_id) REFERENCES VOCABULARY(vocabulary_id)
- );""")
-
- # Create CONCEPT_SET_ITEM
- cur.execute("""
+ );"""
+ )
+
+ # Create CONCEPT_SET_ITEM
+ cur.execute(
+ """
CREATE TABLE CONCEPT_SET_ITEM (
concept_set_item_id INTEGER PRIMARY KEY AUTOINCREMENT, -- Unique identifier for each mapping
concept_set_id INTEGER NOT NULL, -- Foreign key to CONCEPT_SET table
concept_id INTEGER NOT NULL, -- Foreign key to CONCEPT table
FOREIGN KEY (concept_set_id) REFERENCES CONCEPT_SET(concept_set_id),
FOREIGN KEY (concept_id) REFERENCES CONCEPT(concept_id)
- );""")
-
-
- # read map files
- map_files = list(map_path.glob("*.csv"))
- total = len(map_files)
- logger.info(f"Exporting {total} map files")
- for index, map_file in enumerate(map_files):
- logger.info(f"Processing {index+1} of {total}: {map_file}")
- df = pd.read_csv(map_file)
-
- for concept_set_name, grp in df.groupby("CONCEPT_SET"):
-
- # create Concept_Set
- if not concept_set_exist(cur, concept_set_name):
- cur.execute(f"INSERT INTO CONCEPT_SET (concept_set_name, vocabulary_id) VALUES ('{concept_set_name}', '{omop_metadata['vocabulary_id']}');")
- else:
- logger.debug(f"Concept_set {concept_set_name} already exists")
- #TODO: ask to remove old concept_set?
-
- # get Concept_set_Id
- query = "SELECT concept_set_id FROM CONCEPT_SET WHERE concept_set_name = ? AND vocabulary_id = ?;"
- target_code_type = map_file.stem
- cur.execute(query, (concept_set_name, omop_metadata['vocabulary_id'], ))
- # FAILS HERE WITH NONE REUR
- logger.debug(f"target code type {target_code_type}")
- logger.debug(f"omop code type {omop_vocab_types[target_code_type]}")
- concept_set_id = cur.fetchone()[0]
- logger.debug(f"concept set id {concept_set_id}")
-
- # get corresponing Concept_id (OMOP) for each Concept_code (e.g. SNOMED)
- concept_codes = "'"+"', '".join(list(grp["CONCEPT"].astype(str)))+"'"
- query = f"SELECT concept_id FROM CONCEPT WHERE vocabulary_id = ? AND concept_code IN ({concept_codes});"
- cur.execute(query, (omop_vocab_types[target_code_type], ))
- df_out = pd.DataFrame(cur.fetchall(), columns=["concept_id"])
-
- if not len(grp) == len(df_out):
- logger.error(f"ERROR: Some {omop_vocab_types[target_code_type]} Codes do not exist in OMOP Database")
-
- #Create Concept_set_item
- df_out["concept_set_id"] = concept_set_id
- df_out.to_sql("CONCEPT_SET_ITEM", conn, if_exists='append', index=False)
-
- # Output all tables to CSV
- # Get the list of all tables
- cur.execute("SELECT name FROM sqlite_master WHERE type='table';")
- tables = cur.fetchall() # List of tables
-
- # Export each table to a separate CSV file
- for table in tables:
- table_name = table[0] # Extract table name
- df = pd.read_sql_query(f"SELECT * FROM {table_name}", conn)
- output_file = f"{table_name}.csv"
- output_path = export_path / output_file
- df.to_csv(output_path, index=False) # Save as CSV
- logger.info(f"Exported {table_name} to {table_name}.csv")
-
- conn.close()
-
- logger.debug(f"Created export db successfully")
-
- return export_db_path
-
- return export_db_path
+ );"""
+ )
+
+ # read map files
+ map_files = list(map_path.glob("*.csv"))
+ total = len(map_files)
+ logger.info(f"Exporting {total} map files")
+ for index, map_file in enumerate(map_files):
+ logger.info(f"Processing {index+1} of {total}: {map_file}")
+ df = pd.read_csv(map_file)
+
+ for concept_set_name, grp in df.groupby("CONCEPT_SET"):
+
+ # create Concept_Set
+ if not concept_set_exist(cur, concept_set_name):
+ cur.execute(
+ f"INSERT INTO CONCEPT_SET (concept_set_name, vocabulary_id) VALUES ('{concept_set_name}', '{omop_metadata['vocabulary_id']}');"
+ )
+ else:
+ logger.debug(f"Concept_set {concept_set_name} already exists")
+ # TODO: ask to remove old concept_set?
+
+ # get Concept_set_Id
+ query = "SELECT concept_set_id FROM CONCEPT_SET WHERE concept_set_name = ? AND vocabulary_id = ?;"
+ target_code_type = map_file.stem
+ cur.execute(
+ query,
+ (
+ concept_set_name,
+ omop_metadata["vocabulary_id"],
+ ),
+ )
+ # FAILS HERE WITH NONE REUR
+ logger.debug(f"target code type {target_code_type}")
+ logger.debug(f"omop code type {omop_vocab_types[target_code_type]}")
+ concept_set_id = cur.fetchone()[0]
+ logger.debug(f"concept set id {concept_set_id}")
+
+ # get corresponing Concept_id (OMOP) for each Concept_code (e.g. SNOMED)
+ concept_codes = "'" + "', '".join(list(grp["CONCEPT"].astype(str))) + "'"
+ query = f"SELECT concept_id FROM CONCEPT WHERE vocabulary_id = ? AND concept_code IN ({concept_codes});"
+ cur.execute(query, (omop_vocab_types[target_code_type],))
+ df_out = pd.DataFrame(cur.fetchall(), columns=["concept_id"])
+
+ if not len(grp) == len(df_out):
+ logger.error(
+ f"ERROR: Some {omop_vocab_types[target_code_type]} Codes do not exist in OMOP Database"
+ )
+
+ # Create Concept_set_item
+ df_out["concept_set_id"] = concept_set_id
+ df_out.to_sql("CONCEPT_SET_ITEM", conn, if_exists="append", index=False)
+
+ # Output all tables to CSV
+ # Get the list of all tables
+ cur.execute("SELECT name FROM sqlite_master WHERE type='table';")
+ tables = cur.fetchall() # List of tables
+
+ # Export each table to a separate CSV file
+ for table in tables:
+ table_name = table[0] # Extract table name
+ df = pd.read_sql_query(f"SELECT * FROM {table_name}", conn)
+ output_file = f"{table_name}.csv"
+ output_path = export_path / output_file
+ df.to_csv(output_path, index=False) # Save as CSV
+ logger.info(f"Exported {table_name} to {table_name}.csv")
+
+ conn.close()
+
+ logger.debug(f"Created export db successfully")
+
+ return export_db_path
+
+ return export_db_path
diff --git a/acmc/parse.py b/acmc/parse.py
index 7595ecbafff83c37631dbbe8794809cf8a4bbe5a..ca5b3e1dc847994cab714142d1bfc946eb15bc64 100644
--- a/acmc/parse.py
+++ b/acmc/parse.py
@@ -1,413 +1,554 @@
import pandas as pd
import numpy as np
import os
+from typing import Callable
from acmc import trud, logging_config as lc
# setup logging
logger = lc.setup_logger()
-class CodesError():
- """A class used in InvalidCodesException to report an error if a code parser check fails"""
- def __init__(self, message, codes=None, codes_file=None, mask=None, code_type=None):
- # initialise class variables with provided parameters
- for key, value in locals().items():
- if key != "self":
- setattr(self, key, value)
+
+class CodesError:
+ """A class used in InvalidCodesException to report an error if a code parser check fails"""
+
+ def __init__(self, message, codes=None, codes_file=None, mask=None, code_type=None):
+ # initialise class variables with provided parameters
+ for key, value in locals().items():
+ if key != "self":
+ setattr(self, key, value)
+
class InvalidCodesException(Exception):
- """Custom exception class raised when invalid codes are found that cannot be resolved by processing"""
- def __init__(self, error):
- super().__init__(error.message)
- self.error = error
-
-class Proto():
- """
- Define checks as list of 3 tuple: (Message, Condition, Process)
- - Message = The name of the condition (what is printed and logged)
- - Condition = True if Passed, and False if Failed
- - Process = Aims to resolve all issues that stop condition from passing (Do not change index!)
- """
- checks = [
- (
- "Not Empty",
- lambda codes : pd.Series([len(codes) > 0]), #Should be true if passed
- lambda codes, codes_file : self.raise_exception(Exception(f"Code list is empty {codes_file}")) #correts code, or logs, or throws error
- )
- ]
-
- def __init__(self, name, trud_codes_path=None):
- if trud_codes_path is not None:
- if trud_codes_path.is_file():
- self.trud_codes_path = trud_codes_path
- self.db = pd.read_parquet(self.trud_codes_path)
- else:
- raise FileNotFoundError(f"Error: Read2 code file '{trud_codes_path}' does not exist. Please ensure you have installed TRUD correctly")
-
- self.name = name
-
- def raise_exception(self, ex):
- """ Raises an exception inside a lambda function. Python does not allow using raise statement inside lambda because lambda can only contain expressions, not statements. Using raise_exception not raise_ as it's more explict"""
- raise ex
-
- def in_database(self, codes, db, col):
- return codes.isin(db[col])
-
- def process(self, codes, codes_file):
- """ identify issues that do not pass and fix them with define/d process """
- errors = []
- # Iter through each item in check.
- for msg, cond, fix in self.checks:
- # Check if any codes fail the check to False
- if not cond(codes).all():
- # Log the number of codes that failed
- logger.debug(f"Check: {msg} {(~cond(codes)).sum()} failed, trying to fix")
- # try fix errors by running lamba "process" function
- try:
- codes = fix(codes, codes_file)
- logger.debug(f"Check: Fixed")
- except InvalidCodesException as ex:
- errors.append(ex.error)
- else:
- logger.debug(f"Check: passed")
-
- return codes, errors
-
- def verify(self, codes, codes_file):
- """ verify codes in codes file """
- conds = np.array([])
-
- # Iter through each item in check.
- for msg, cond, process in self.checks:
- # run conditional check
- out = cond(codes)
- conds = np.append(conds, out.all())
-
- return conds
+ """Custom exception class raised when invalid codes are found that cannot be resolved by processing"""
+
+ def __init__(self, error):
+ super().__init__(error.message)
+ self.error = error
+
+
+class Proto:
+ """
+ Define checks as list of 3 tuple: (Message, Condition, Process)
+ - Message = The name of the condition (what is printed and logged)
+ - Condition = True if Passed, and False if Failed
+ - Process = Aims to resolve all issues that stop condition from passing (Do not change index!)
+ """
+
+ checks: list[
+ tuple[
+ str, # The description, e.g., "Not Empty"
+ Callable[
+ [list],
+ pd.Series,
+ ], # The first lambda function: takes a list and returns a pd.Series of booleans
+ Callable[
+ [list, str],
+ None,
+ ], # The second lambda function: takes a list and a string, and returns nothing
+ ]
+ ]
+
+ def __init__(self, name, trud_codes_path=None):
+ if trud_codes_path is not None:
+ if trud_codes_path.is_file():
+ self.trud_codes_path = trud_codes_path
+ self.db = pd.read_parquet(self.trud_codes_path)
+ else:
+ raise FileNotFoundError(
+ f"Error: Read2 code file '{trud_codes_path}' does not exist. Please ensure you have installed TRUD correctly"
+ )
+
+ self.name = name
+
+ def raise_exception(self, ex):
+ """Raises an exception inside a lambda function. Python does not allow using raise statement inside lambda because lambda can only contain expressions, not statements. Using raise_exception not raise_ as it's more explict"""
+ raise ex
+
+ def in_database(self, codes, db, col):
+ return codes.isin(db[col])
+
+ def process(self, codes, codes_file):
+ """identify issues that do not pass and fix them with define/d process"""
+ errors = []
+ # Iter through each item in check.
+ for msg, cond, fix in self.checks:
+ # Check if any codes fail the check to False
+ if not cond(codes).all():
+ # Log the number of codes that failed
+ logger.debug(
+ f"Check: {msg} {(~cond(codes)).sum()} failed, trying to fix"
+ )
+ # try fix errors by running lamba "process" function
+ try:
+ codes = fix(codes, codes_file)
+ logger.debug(f"Check: Fixed")
+ except InvalidCodesException as ex:
+ errors.append(ex.error)
+ else:
+ logger.debug(f"Check: passed")
+
+ return codes, errors
+
+ def verify(self, codes, codes_file):
+ """verify codes in codes file"""
+ conds = np.array([])
+
+ # Iter through each item in check.
+ for msg, cond, process in self.checks:
+ # run conditional check
+ out = cond(codes)
+ conds = np.append(conds, out.all())
+
+ return conds
+
class Read2(Proto):
- """ This Read2 class extends Proto, adding custom validation checks for a dataset of "Read2" codes. It ensures that the dataset is loaded, validates the codes based on several rules, and applies corrections or logs errors when necessary."""
- def __init__(self):
- super().__init__('read2', trud.PROCESSED_PATH / 'read2.parquet')
-
- # validate checks
- self.checks = [
- (
- # check codes are not empty, if empty throw an exception
- "Not Empty",
- lambda codes : pd.Series([len(codes) > 0]),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"Code list is empty",
- codes=codes,
- codes_file=codes_file,
- mask=None,
- code_type=self.name)))
- ),
- (
- # check codes <5 characters, if too short pads it with . (dots) to reach 5 characters
- "Too Short",
- lambda codes : ~(codes.str.len() < 5),
- lambda codes, codes_file : codes.str.pad(width=5, side='right', fillchar='.')
- ),
- (
- # check codes > 5 characters, If too long, truncates them to 5 characters
- "Too Long",
- lambda codes : ~(codes.str.len() > 5),
- lambda codes, codes_file : codes.str[:5]
- ),
- (
- # checks codes contain numbers, or dots (.), if not logs invalid code error
- "Alphanumeric Dot",
- lambda codes : codes.str.match(r"^[a-zA-Z0-9.]+$"),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"Illegal code format, not alphanumeric dot",
- codes=codes,
- codes_file=codes_file,
- mask=codes.str.match(r"^[a-zA-Z0-9.]+$"),
- code_type=self.name)))
- ),
- (
- # checks code exists in self.db (the Read2 dataset). If missing log invalid codes.
- "In Database",
- lambda codes : self.in_database(codes, self.db, self.name),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"Codes do not exist in database",
- codes=codes,
- codes_file=codes_file,
- mask=self.in_database(codes, self.db, self.name),
- code_type=self.name)))
- )
- ]
-
+ """This Read2 class extends Proto, adding custom validation checks for a dataset of "Read2" codes. It ensures that the dataset is loaded, validates the codes based on several rules, and applies corrections or logs errors when necessary."""
+
+ def __init__(self):
+ super().__init__("read2", trud.PROCESSED_PATH / "read2.parquet")
+
+ # validate checks
+ self.checks = [
+ (
+ # check codes are not empty, if empty throw an exception
+ "Not Empty",
+ lambda codes: pd.Series([len(codes) > 0]),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"Code list is empty",
+ codes=codes,
+ codes_file=codes_file,
+ mask=None,
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ # check codes <5 characters, if too short pads it with . (dots) to reach 5 characters
+ "Too Short",
+ lambda codes: ~(codes.str.len() < 5),
+ lambda codes, codes_file: codes.str.pad(
+ width=5, side="right", fillchar="."
+ ),
+ ),
+ (
+ # check codes > 5 characters, If too long, truncates them to 5 characters
+ "Too Long",
+ lambda codes: ~(codes.str.len() > 5),
+ lambda codes, codes_file: codes.str[:5],
+ ),
+ (
+ # checks codes contain numbers, or dots (.), if not logs invalid code error
+ "Alphanumeric Dot",
+ lambda codes: codes.str.match(r"^[a-zA-Z0-9.]+$"),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"Illegal code format, not alphanumeric dot",
+ codes=codes,
+ codes_file=codes_file,
+ mask=codes.str.match(r"^[a-zA-Z0-9.]+$"),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ # checks code exists in self.db (the Read2 dataset). If missing log invalid codes.
+ "In Database",
+ lambda codes: self.in_database(codes, self.db, self.name),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"Codes do not exist in database",
+ codes=codes,
+ codes_file=codes_file,
+ mask=self.in_database(codes, self.db, self.name),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ ]
+
+
class Read3(Proto):
- def __init__(self):
- super().__init__('Read3', trud.PROCESSED_PATH / 'read3.parquet')
-
- self.checks = [
- (
- "Not Empty",
- lambda codes : pd.Series([len(codes) > 0]),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"Code list is empty",
- codes=codes,
- codes_file=codes_file,
- mask=None,
- code_type=self.name)))
- ),
- (
- "Too Short",
- lambda codes : ~(codes.str.len() < 5),
- lambda codes, codes_file : codes.str.pad(width=5, side='right', fillchar='.')
- ),
- (
- "Too Long",
- lambda codes : ~(codes.str.len() > 5),
- lambda codes, codes_file : codes.str[:5]
- ),
- (
- "Alphanumeric Dot",
- lambda codes : codes.str.match(r"^[a-zA-Z0-9.]+$"),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA Alphanumeric Dot",
- codes=codes,
- codes_file=codes_file,
- check_regex=codes.str.match(r"^[a-zA-Z0-9.]+$"),
- code_type=self.name)))
- ),
- (
- "In Database",
- lambda codes : self.in_database(codes, self.db, self.name),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA In Database",
- codes=codes,
- codes_file=codes_file,
- check_regex=self.in_database(codes, self.db, self.name),
- code_type=self.name)))
- ),
- ]
-
+ def __init__(self):
+ super().__init__("Read3", trud.PROCESSED_PATH / "read3.parquet")
+
+ self.checks = [
+ (
+ "Not Empty",
+ lambda codes: pd.Series([len(codes) > 0]),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"Code list is empty",
+ codes=codes,
+ codes_file=codes_file,
+ mask=None,
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ "Too Short",
+ lambda codes: ~(codes.str.len() < 5),
+ lambda codes, codes_file: codes.str.pad(
+ width=5, side="right", fillchar="."
+ ),
+ ),
+ (
+ "Too Long",
+ lambda codes: ~(codes.str.len() > 5),
+ lambda codes, codes_file: codes.str[:5],
+ ),
+ (
+ "Alphanumeric Dot",
+ lambda codes: codes.str.match(r"^[a-zA-Z0-9.]+$"),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA Alphanumeric Dot",
+ codes=codes,
+ codes_file=codes_file,
+ check_regex=codes.str.match(r"^[a-zA-Z0-9.]+$"),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ "In Database",
+ lambda codes: self.in_database(codes, self.db, self.name),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA In Database",
+ codes=codes,
+ codes_file=codes_file,
+ check_regex=self.in_database(codes, self.db, self.name),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ ]
+
+
class Icd10(Proto):
- def __init__(self):
- super().__init__('icd10', trud.PROCESSED_PATH / 'icd10.parquet')
-
- self.checks = [
- (
- "Not Empty",
- lambda codes : pd.Series([len(codes) > 0]),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"Code list is empty {codes_file}",
- codes=codes,
- codes_file=codes_file,
- mask=None,
- code_type=self.name)))
- ),
- (
- "Too Short",
- lambda codes : ~(codes.str.len() < 3),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA Too Short",
- codes=codes,
- codes_file=codes_file,
- mask=~(codes.str.len() < 3),
- code_type=self.name)))
- ),
- (
- "Has Dot",
- lambda codes : ~(codes.str.match(r".*\..*")), #check if contains dot
- lambda codes, codes_file : codes.str.replace(".", "") #delete any dots in string
- # lambda codes : codes.str.split('\.').apply(lambda ls: ls[0]) #only get part before dot
- ),
- (
- "Alphanumeric Capital",
- lambda codes : codes.str.match(r"^[A-Z0-9]+$"),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA Alphanumeric Capital",
- codes=codes,
- codes_file=codes_file,
- mask=codes.str.match(r"^[A-Z0-9]+$"),
- code_type=self.name)))
- ),
- (
- "In Database",
- lambda codes : ~(~self.in_database(codes, self.db, self.name) & ~self.in_database(codes, self.db, self.name + "_alt")),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA In Database",
- codes=codes,
- codes_file=codes_file,
- mask=~(~self.in_database(codes, self.db, self.name) & ~self.in_database(codes, self.db, self.name+"_alt")),
- code_type=self.name)))
- )
-# (
-# "ICD10 Regex",
-# lambda codes : codes.str.match("[a-zA-Z][0-9][0-9]\.?[a-zA-Z0-9]*$"), #Alpha, Num, Num , Dot?, 4xAlphNum*
-# lambda codes : lc.log_invalid_code(codes,
-# codes.str.match("[a-zA-Z][0-9][0-9]\.?[a-zA-Z0-9]*$"), #Log non-matching rows
-# code_type="icd10",
-#
-# )
- ]
-
- def trim_icd10(codes):
- codes = codes.str[:4]
- return codes
-
-
+ def __init__(self):
+ super().__init__("icd10", trud.PROCESSED_PATH / "icd10.parquet")
+
+ self.checks = [
+ (
+ "Not Empty",
+ lambda codes: pd.Series([len(codes) > 0]),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"Code list is empty {codes_file}",
+ codes=codes,
+ codes_file=codes_file,
+ mask=None,
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ "Too Short",
+ lambda codes: ~(codes.str.len() < 3),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA Too Short",
+ codes=codes,
+ codes_file=codes_file,
+ mask=~(codes.str.len() < 3),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ "Has Dot",
+ lambda codes: ~(codes.str.match(r".*\..*")), # check if contains dot
+ lambda codes, codes_file: codes.str.replace(
+ ".", ""
+ ), # delete any dots in string
+ # lambda codes : codes.str.split('\.').apply(lambda ls: ls[0]) #only get part before dot
+ ),
+ (
+ "Alphanumeric Capital",
+ lambda codes: codes.str.match(r"^[A-Z0-9]+$"),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA Alphanumeric Capital",
+ codes=codes,
+ codes_file=codes_file,
+ mask=codes.str.match(r"^[A-Z0-9]+$"),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ "In Database",
+ lambda codes: ~(
+ ~self.in_database(codes, self.db, self.name)
+ & ~self.in_database(codes, self.db, self.name + "_alt")
+ ),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA In Database",
+ codes=codes,
+ codes_file=codes_file,
+ mask=~(
+ ~self.in_database(codes, self.db, self.name)
+ & ~self.in_database(codes, self.db, self.name + "_alt")
+ ),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ # (
+ # "ICD10 Regex",
+ # lambda codes : codes.str.match("[a-zA-Z][0-9][0-9]\.?[a-zA-Z0-9]*$"), #Alpha, Num, Num , Dot?, 4xAlphNum*
+ # lambda codes : lc.log_invalid_code(codes,
+ # codes.str.match("[a-zA-Z][0-9][0-9]\.?[a-zA-Z0-9]*$"), #Log non-matching rows
+ # code_type="icd10",
+ #
+ # )
+ ]
+
+ def trim_icd10(codes):
+ codes = codes.str[:4]
+ return codes
+
+
class Snomed(Proto):
- def __init__(self):
- super().__init__('snomed', trud.PROCESSED_PATH / 'snomed.parquet')
-
- self.checks = [
- # (
- # "Not Empty",
- # lambda codes : pd.Series([len(codes) > 0]),
- # lambda codes : raise_exception(Exception("Code List is Empty"))
- # ),
- (
- "Too Short",
- lambda codes : ~(codes.str.len() < 6),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA Too Short",
- codes=codes,
- codes_file=codes_file,
- mask=~(codes.str.len() < 6),
- code_type=self.name)))
- ),
- (
- "Too Long",
- lambda codes : ~(codes.str.len() > 18),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA Too Long",
- codes=codes,
- codes_file=codes_file,
- mask=~(codes.str.len() > 18),
- code_type=self.name)))
- ),
- (
- "Numeric",
- lambda codes : codes.str.match(r"[0-9]+$"),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA Numeric",
- codes=codes,
- codes_file=codes_file,
- mask=codes.str.match(r"[0-9]+$"),
- code_type=self.name)))
- ),
- # (
- # "Is Integer",
- # lambda codes : codes.dtype == int,
- # lambda codes : codes.astype(int) #Convert to integer
- # ),
- (
- "In Database",
- lambda codes : self.in_database(codes, self.db, self.name),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA In Database",
- codes=codes,
- codes_file=codes_file,
- mask=self.in_database(codes, self.db, self.name),
- code_type=self.name)))
- )
- ]
+ def __init__(self):
+ super().__init__("snomed", trud.PROCESSED_PATH / "snomed.parquet")
+
+ self.checks = [
+ # (
+ # "Not Empty",
+ # lambda codes : pd.Series([len(codes) > 0]),
+ # lambda codes : raise_exception(Exception("Code List is Empty"))
+ # ),
+ (
+ "Too Short",
+ lambda codes: ~(codes.str.len() < 6),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA Too Short",
+ codes=codes,
+ codes_file=codes_file,
+ mask=~(codes.str.len() < 6),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ "Too Long",
+ lambda codes: ~(codes.str.len() > 18),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA Too Long",
+ codes=codes,
+ codes_file=codes_file,
+ mask=~(codes.str.len() > 18),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ "Numeric",
+ lambda codes: codes.str.match(r"[0-9]+$"),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA Numeric",
+ codes=codes,
+ codes_file=codes_file,
+ mask=codes.str.match(r"[0-9]+$"),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ # (
+ # "Is Integer",
+ # lambda codes : codes.dtype == int,
+ # lambda codes : codes.astype(int) #Convert to integer
+ # ),
+ (
+ "In Database",
+ lambda codes: self.in_database(codes, self.db, self.name),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA In Database",
+ codes=codes,
+ codes_file=codes_file,
+ mask=self.in_database(codes, self.db, self.name),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ ]
+
class Opcs4(Proto):
- def __init__(self):
- super().__init__('opcs4', trud.PROCESSED_PATH / 'opcs4.parquet')
-
- self.checks = [
- (
- "Not Empty",
- lambda codes : pd.Series([len(codes) > 0]),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"Code list is empty",
- codes=codes,
- codes_file=codes_file,
- mask=None,
- code_type=self.name)))
- ),
- (
- "In Database",
- lambda codes : self.in_database(codes, self.db, self.name),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA In Database",
- codes=codes,
- codes_file=codes_file,
- mask=self.in_database(codes, self.db, self.name),
- code_type=self.name)))
- )
- ]
+ def __init__(self):
+ super().__init__("opcs4", trud.PROCESSED_PATH / "opcs4.parquet")
+
+ self.checks = [
+ (
+ "Not Empty",
+ lambda codes: pd.Series([len(codes) > 0]),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"Code list is empty",
+ codes=codes,
+ codes_file=codes_file,
+ mask=None,
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ "In Database",
+ lambda codes: self.in_database(codes, self.db, self.name),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA In Database",
+ codes=codes,
+ codes_file=codes_file,
+ mask=self.in_database(codes, self.db, self.name),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ ]
+
class Atc(Proto):
- def __init__(self):
- super().__init__('atc', trud_codes_path=None)
- self.checks = [
- (
- "Not Empty",
- lambda codes : pd.Series([len(codes) > 0]),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"Code list is empty",
- codes=codes,
- codes_file=codes_file,
- mask=None,
- code_type=self.name)))
- ),
- (
- "Alphanumeric Capital",
- lambda codes : codes.str.match(r"^[A-Z0-9]+$"),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"QA Alphanumeric Capital",
- codes=codes,
- codes_file=codes_file,
- mask=codes.str.match(r"^[A-Z0-9]+$"),
- code_type=self.name)))
- ),
- ]
-
+ def __init__(self):
+ super().__init__("atc", trud_codes_path=None)
+ self.checks = [
+ (
+ "Not Empty",
+ lambda codes: pd.Series([len(codes) > 0]),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"Code list is empty",
+ codes=codes,
+ codes_file=codes_file,
+ mask=None,
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ (
+ "Alphanumeric Capital",
+ lambda codes: codes.str.match(r"^[A-Z0-9]+$"),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"QA Alphanumeric Capital",
+ codes=codes,
+ codes_file=codes_file,
+ mask=codes.str.match(r"^[A-Z0-9]+$"),
+ code_type=self.name,
+ )
+ )
+ ),
+ ),
+ ]
+
+
class Med(Proto):
- def __init__(self):
- super().__init__('med', trud_codes_path=None)
- self.checks = [
- (
- "Not Empty",
- lambda codes : pd.Series([len(codes) > 0]),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"Code list is empty",
- codes=codes,
- codes_file=codes_file,
- mask=None,
- code_type=self.name)))
- )
- ]
-
+ def __init__(self):
+ super().__init__("med", trud_codes_path=None)
+ self.checks = [
+ (
+ "Not Empty",
+ lambda codes: pd.Series([len(codes) > 0]),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"Code list is empty",
+ codes=codes,
+ codes_file=codes_file,
+ mask=None,
+ code_type=self.name,
+ )
+ )
+ ),
+ )
+ ]
+
+
class Cprd(Proto):
- def __init__(self):
- super().__init__('cprd', trud_codes_path=None)
- self.checks = [
- (
- "Not Empty",
- lambda codes : pd.Series([len(codes) > 0]),
- lambda codes, codes_file : self.raise_exception(
- InvalidCodesException(CodesError(f"Code list is empty",
- codes=codes,
- codes_file=codes_file,
- mask=None,
- code_type=self.name)))
- )
- ]
-
-class CodeTypeParser():
- """A class used in InvalidCodesException to report an error if a code parser check fails"""
- def __init__(self, trud_processed_dir=trud.PROCESSED_PATH):
-
- if not trud_processed_dir.exists() or not trud_processed_dir.is_dir():
- raise FileNotFoundError(f"Cannot initialise parsers as the TRUD processed directory {trud_processed_dir} does not exist, please check that TRUD has been installed: acmc trud install")
-
- self.code_types = {
- "read2": Read2(),
- "read3": Read3(),
- "icd10": Icd10(),
- "snomed": Snomed(),
- "opcs4": Opcs4(),
- "atc": Atc(),
- "med": Med(),
- "cprd": Cprd(),
- }
+ def __init__(self):
+ super().__init__("cprd", trud_codes_path=None)
+ self.checks = [
+ (
+ "Not Empty",
+ lambda codes: pd.Series([len(codes) > 0]),
+ lambda codes, codes_file: self.raise_exception(
+ InvalidCodesException(
+ CodesError(
+ f"Code list is empty",
+ codes=codes,
+ codes_file=codes_file,
+ mask=None,
+ code_type=self.name,
+ )
+ )
+ ),
+ )
+ ]
+
+
+class CodeTypeParser:
+ """A class used in InvalidCodesException to report an error if a code parser check fails"""
+
+ def __init__(self, trud_processed_dir=trud.PROCESSED_PATH):
+
+ if not trud_processed_dir.exists() or not trud_processed_dir.is_dir():
+ raise FileNotFoundError(
+ f"Cannot initialise parsers as the TRUD processed directory {trud_processed_dir} does not exist, please check that TRUD has been installed: acmc trud install"
+ )
+
+ self.code_types = {
+ "read2": Read2(),
+ "read3": Read3(),
+ "icd10": Icd10(),
+ "snomed": Snomed(),
+ "opcs4": Opcs4(),
+ "atc": Atc(),
+ "med": Med(),
+ "cprd": Cprd(),
+ }
diff --git a/acmc/phen.py b/acmc/phen.py
index b503af68e01a256ebdfbafe0f1586340191fc5f7..866966863f61854779836ead5335e498cb3f3ba6 100644
--- a/acmc/phen.py
+++ b/acmc/phen.py
@@ -10,303 +10,346 @@ import git
import re
import logging
import requests
+import yaml
from pathlib import Path
from urllib.parse import urlparse, urlunparse
+import acmc
from acmc import trud, omop, parse
# setup logging
import acmc.logging_config as lc
+
logger = lc.setup_logger()
pd.set_option("mode.chained_assignment", None)
-PHEN_DIR = 'phen'
-DEFAULT_PHEN_PATH = Path('./workspace') / PHEN_DIR
+PHEN_DIR = "phen"
+DEFAULT_PHEN_PATH = Path("./workspace") / PHEN_DIR
-CODES_DIR = 'codes'
-MAP_DIR = 'map'
-CONCEPT_SET_DIR = 'concept-set'
-OMOP_DIR = 'omop'
+CODES_DIR = "codes"
+MAP_DIR = "map"
+CONCEPT_SET_DIR = "concept-set"
+OMOP_DIR = "omop"
DEFAULT_PHEN_DIR_LIST = [CODES_DIR, MAP_DIR, CONCEPT_SET_DIR, OMOP_DIR]
-CONFIG_FILE = 'config.json'
+CONFIG_FILE = "config.yaml"
+VOCAB_VERSION_FILE = "vocab_version.yaml"
-DEFAULT_GIT_BRANCH = 'main'
+DEFAULT_GIT_BRANCH = "main"
SPLIT_COL_ACTION = "split_col"
CODES_COL_ACTION = "codes_col"
DIVIDE_COL_ACTION = "divide_col"
COL_ACTIONS = [SPLIT_COL_ACTION, CODES_COL_ACTION, DIVIDE_COL_ACTION]
+CODE_FILE_TYPES = [".xlsx", ".xls", ".csv"]
+
+
class PhenValidationException(Exception):
- """Custom exception class raised when validation errors in phenotype configuration file"""
- def __init__(self, message, validation_errors=None):
- super().__init__(message)
- self.validation_errors = validation_errors
+ """Custom exception class raised when validation errors in phenotype configuration file"""
+
+ def __init__(self, message, validation_errors=None):
+ super().__init__(message)
+ self.validation_errors = validation_errors
+
def construct_git_url(remote_url):
- """Constructs a git url for github or gitlab including a PAT token environment variable"""
- # check the url
- parsed_url = urlparse(remote_url)
-
- # if github in the URL otherwise assume it's gitlab, if we want to use others such as codeberg we'd
- # need to update this function if the URL scheme is different.
- if "github.com" in parsed_url.netloc:
- # get GitHub PAT from environment variable
- auth = os.getenv("ACMC_GITHUB_PAT")
- if not auth:
- raise ValueError("GitHub PAT not found. Set the ACMC_GITHUB_PAT environment variable.")
- else:
- # get GitLab PAT from environment variable
- auth = os.getenv("ACMC_GITLAB_PAT")
- if not auth:
- raise ValueError("GitLab PAT not found. Set the ACMC_GITLAB_PAT environment variable.")
- auth = f"oauth2:{auth}"
-
- # Construct the new URL with credentials
- new_netloc = f"{auth}@{parsed_url.netloc}"
- return urlunparse((parsed_url.scheme, new_netloc, parsed_url.path, parsed_url.params, parsed_url.query, parsed_url.fragment))
+ """Constructs a git url for github or gitlab including a PAT token environment variable"""
+ # check the url
+ parsed_url = urlparse(remote_url)
+
+ # if github in the URL otherwise assume it's gitlab, if we want to use others such as codeberg we'd
+ # need to update this function if the URL scheme is different.
+ if "github.com" in parsed_url.netloc:
+ # get GitHub PAT from environment variable
+ auth = os.getenv("ACMC_GITHUB_PAT")
+ if not auth:
+ raise ValueError(
+ "GitHub PAT not found. Set the ACMC_GITHUB_PAT environment variable."
+ )
+ else:
+ # get GitLab PAT from environment variable
+ auth = os.getenv("ACMC_GITLAB_PAT")
+ if not auth:
+ raise ValueError(
+ "GitLab PAT not found. Set the ACMC_GITLAB_PAT environment variable."
+ )
+ auth = f"oauth2:{auth}"
+
+ # Construct the new URL with credentials
+ new_netloc = f"{auth}@{parsed_url.netloc}"
+ return urlunparse(
+ (
+ parsed_url.scheme,
+ new_netloc,
+ parsed_url.path,
+ parsed_url.params,
+ parsed_url.query,
+ parsed_url.fragment,
+ )
+ )
+
def create_empty_git_dir(path):
- """Creates a directory with a .gitkeep file so that it's tracked in git"""
- path.mkdir(exist_ok=True)
- keep_path = path / '.gitkeep'
- keep_path.touch(exist_ok=True)
+ """Creates a directory with a .gitkeep file so that it's tracked in git"""
+ path.mkdir(exist_ok=True)
+ keep_path = path / ".gitkeep"
+ keep_path.touch(exist_ok=True)
+
def init(phen_dir, remote_url):
- """Initial phenotype directory as git repo with standard structure"""
- logger.info(f"Initialising Phenotype in directory: {phen_dir}")
- phen_path = Path(phen_dir)
-
- # check if directory already exists and ask user if they want to recreate it
- configure = False
- if phen_path.exists() and phen_path.is_dir(): # Check if it exists and is a directory
- user_input = input(f"The phen directory already exists. Do you want to reinitialise? (yes/no): ").strip().lower()
- if user_input in ['yes', 'y']:
- shutil.rmtree(phen_path)
- configure = True;
- else:
- logger.info("Phen directory was not recreated.")
- else:
- configure=True
-
- if not configure:
- logger.info(f"Exiting, phenotype not initiatised")
- return
-
- # Initialise repo from local or remote
- repo = None
- # if remote then clone the repo otherwise init a local repo
- if remote_url != None:
- # add PAT token to the URL
- git_url = construct_git_url(remote_url)
-
- # clone the repo
- repo = git.cmd.Git()
- repo.clone(git_url, phen_path)
- # open repo
- repo = git.Repo(phen_path)
-
- # check if there are any commits (new repo has no commits)
- if len(repo.branches) == 0 or repo.head.is_detached: # Handle detached HEAD (e.g., after init)
- logger.debug("The phen repository has no commits yet.")
- commit_count = 0
- else:
- # Get the total number of commits in the default branch
- commit_count = sum(1 for _ in repo.iter_commits())
- logger.debug(f"Repo has previous commits: {commit_count}")
- else:
- # local repo, create the directories and init
- phen_path.mkdir(parents=True, exist_ok=True)
- logger.debug(f"Phen directory '{phen_path}' has been created.")
- repo = git.Repo.init(phen_path)
- commit_count = 0
-
- # initialise empty repos
- if commit_count == 0:
- # create initial commit
- initial_file_path = phen_path / "README.md"
- with open(initial_file_path, "w") as file:
- file.write("# Initial commit\nThis is the first commit in the phen repository.\n")
- repo.index.add([initial_file_path])
- repo.index.commit("Initial commit")
- commit_count = 1
-
- # Checkout the phens default branch, creating it if it does not exist
- if DEFAULT_GIT_BRANCH in repo.branches:
- main_branch = repo.heads[DEFAULT_GIT_BRANCH]
- main_branch.checkout()
- else:
- main_branch = repo.create_head(DEFAULT_GIT_BRANCH)
- main_branch.checkout()
-
- # if the phen path does not contain the config file then initialise the phen type
- config_path = phen_path / CONFIG_FILE
- if config_path.exists():
- logger.debug(f"Phenotype configuration files already exist")
- return
-
- logger.info("Creating phen directory structure and config files")
- for d in DEFAULT_PHEN_DIR_LIST:
- create_empty_git_dir(phen_path / d)
-
- # set initial version based on the number of commits in the repo, depending on how the repo was created
- # e.g., with a README.md, then there will be some initial commits before the phen config is added
- next_commit_count = commit_count + 1
- initial_version = f"v1.0.{next_commit_count}"
-
- # create empty phen config file
- config = {
- "concept_sets": {
- "version": initial_version,
- "omop": {
- "vocabulary_id": "",
- "vocabulary_name": "",
- "vocabulary_reference": ""
- },
- "concept_set": [
- ]
- },
- "codes": [
- ]
- }
- config_path = phen_path / CONFIG_FILE
- with open(config_path, "w", encoding="utf-8") as f:
- json.dump(config, f, indent=4)
-
- # TODO: add gitignore
-
- # Ignore all SQLite database files
-#*.db
-#*.sqlite
-#*.sqlite3
-
- # add to git repo and commit
- for d in DEFAULT_PHEN_DIR_LIST:
- repo.git.add(phen_path / d)
- repo.git.add(all=True)
- repo.index.commit("initialised the phen git repo.")
-
- logger.info(f"Phenotype initialised successfully")
-
+ """Initial phenotype directory as git repo with standard structure"""
+ logger.info(f"Initialising Phenotype in directory: {phen_dir}")
+ phen_path = Path(phen_dir)
+
+ # check if directory already exists and ask user if they want to recreate it
+ configure = False
+ if (
+ phen_path.exists() and phen_path.is_dir()
+ ): # Check if it exists and is a directory
+ user_input = (
+ input(
+ f"The phen directory already exists. Do you want to reinitialise? (yes/no): "
+ )
+ .strip()
+ .lower()
+ )
+ if user_input in ["yes", "y"]:
+ shutil.rmtree(phen_path)
+ configure = True
+ else:
+ logger.info("Phen directory was not recreated.")
+ else:
+ configure = True
+
+ if not configure:
+ logger.info(f"Exiting, phenotype not initiatised")
+ return
+
+ # Initialise repo from local or remote
+ repo = None
+ # if remote then clone the repo otherwise init a local repo
+ if remote_url != None:
+ # add PAT token to the URL
+ git_url = construct_git_url(remote_url)
+
+ # clone the repo
+ repo = git.cmd.Git()
+ repo.clone(git_url, phen_path)
+ # open repo
+ repo = git.Repo(phen_path)
+ # check if there are any commits (new repo has no commits)
+ if (
+ len(repo.branches) == 0 or repo.head.is_detached
+ ): # Handle detached HEAD (e.g., after init)
+ logger.debug("The phen repository has no commits yet.")
+ commit_count = 0
+ else:
+ # Get the total number of commits in the default branch
+ commit_count = sum(1 for _ in repo.iter_commits())
+ logger.debug(f"Repo has previous commits: {commit_count}")
+ else:
+ # local repo, create the directories and init
+ phen_path.mkdir(parents=True, exist_ok=True)
+ logger.debug(f"Phen directory '{phen_path}' has been created.")
+ repo = git.Repo.init(phen_path)
+ commit_count = 0
+
+ # initialise empty repos
+ if commit_count == 0:
+ # create initial commit
+ initial_file_path = phen_path / "README.md"
+ with open(initial_file_path, "w") as file:
+ file.write(
+ "# Initial commit\nThis is the first commit in the phen repository.\n"
+ )
+ repo.index.add([initial_file_path])
+ repo.index.commit("Initial commit")
+ commit_count = 1
+
+ # Checkout the phens default branch, creating it if it does not exist
+ if DEFAULT_GIT_BRANCH in repo.branches:
+ main_branch = repo.heads[DEFAULT_GIT_BRANCH]
+ main_branch.checkout()
+ else:
+ main_branch = repo.create_head(DEFAULT_GIT_BRANCH)
+ main_branch.checkout()
+
+ # if the phen path does not contain the config file then initialise the phen type
+ config_path = phen_path / CONFIG_FILE
+ if config_path.exists():
+ logger.debug(f"Phenotype configuration files already exist")
+ return
+
+ logger.info("Creating phen directory structure and config files")
+ for d in DEFAULT_PHEN_DIR_LIST:
+ create_empty_git_dir(phen_path / d)
+
+ # set initial version based on the number of commits in the repo, depending on how the repo was created
+ # e.g., with a README.md, then there will be some initial commits before the phen config is added
+ next_commit_count = commit_count + 1
+ initial_version = f"v1.0.{next_commit_count}"
+
+ # create empty phen config file
+ config = {
+ "phenotype": {
+ "version": initial_version,
+ "omop": {
+ "vocabulary_id": "",
+ "vocabulary_name": "",
+ "vocabulary_reference": "",
+ },
+ "concept_sets": [],
+ }
+ }
+
+ with open(phen_path / CONFIG_FILE, "w") as file:
+ yaml.dump(config, file, default_flow_style=False, sort_keys=False)
+
+ # add git ignore
+ ignore_content = """# Ignore SQLite database files
+ *.db
+ *.sqlite3
+
+ # Ignore SQLite journal and metadata files
+ *.db-journal
+ *.sqlite3-journal
+ """
+ ignore_path = phen_path / ".gitignore"
+ with open(ignore_path, "w") as file:
+ file.write(ignore_content)
+
+ # add to git repo and commit
+ for d in DEFAULT_PHEN_DIR_LIST:
+ repo.git.add(phen_path / d)
+ repo.git.add(all=True)
+ repo.index.commit("initialised the phen git repo.")
+
+ logger.info(f"Phenotype initialised successfully")
+
+
def validate(phen_dir):
- """Validates the phenotype directory is a git repo with standard structure"""
- logger.info(f"Validating phenotype: {phen_dir}")
- phen_path = Path(phen_dir)
- if not phen_path.is_dir():
- raise NotADirectoryError(f"Error: '{phen_path}' is not a directory")
-
- config_path = phen_path / CONFIG_FILE
- if not config_path.is_file():
- raise FileNotFoundError(f"Error: phen configuration file '{config_path}' does not exist.")
-
- codes_path = phen_path / CODES_DIR
- if not codes_path.is_dir():
- raise FileNotFoundError(f"Error: source codes directory {source_codes_dir} does not exist.")
-
- # Calidate the directory is a git repo
- try:
- git.Repo(phen_path)
- except (git.exc.InvalidGitRepositoryError, git.exc.NoSuchPathError):
- raise Exception(f"Phen directory {phen_path} is not a git repo")
-
- # Load configuration File
- if config_path.suffix == ".json":
- mapping = json.load(open(config_path, "rb"))
- else:
- raise Exception(f"Unsupported configuration filetype: {str(config_path.resolve())}")
-
- # initiatise
- validation_errors = []
- concept_sets = mapping["concept_sets"]
- concept_codes = mapping["codes"]
- code_types = parse.CodeTypeParser().code_types
-
+ """Validates the phenotype directory is a git repo with standard structure"""
+ logger.info(f"Validating phenotype: {phen_dir}")
+ phen_path = Path(phen_dir)
+ if not phen_path.is_dir():
+ raise NotADirectoryError(
+ f"Error: '{str(phen_path.resolve())}' is not a directory"
+ )
+
+ config_path = phen_path / CONFIG_FILE
+ if not config_path.is_file():
+ raise FileNotFoundError(
+ f"Error: phen configuration file '{config_path}' does not exist."
+ )
+
+ codes_path = phen_path / CODES_DIR
+ if not codes_path.is_dir():
+ raise FileNotFoundError(
+ f"Error: source codes directory {source_codes_dir} does not exist."
+ )
+
+ # Calidate the directory is a git repo
+ try:
+ git.Repo(phen_path)
+ except (git.exc.InvalidGitRepositoryError, git.exc.NoSuchPathError):
+ raise Exception(f"Phen directory {phen_path} is not a git repo")
+
+ # Load configuration File
+ if config_path.suffix == ".yaml":
+ with config_path.open("r") as file:
+ phenotype = yaml.safe_load(file)
+ else:
+ raise Exception(
+ f"Unsupported configuration filetype: {str(config_path.resolve())}"
+ )
+
+ # initiatise
+ validation_errors = []
+ phenotype = phenotype["phenotype"]
+ code_types = parse.CodeTypeParser().code_types
+
# check the version number is of the format vn.n.n
- match = re.match(r"v(\d+\.\d+\.\d+)", concept_sets['version'])
- if not match:
- validation_errors.append(f"Invalid version format in configuration file: {concept_sets['version']}")
-
- # create a list of all the concept set names defined in the concept set configuration
- concept_set_names = []
- for item in concept_sets['concept_set']:
- if item['concept_set_name'] in concept_set_names:
- validation_errors.append(f"Duplicate concept set defined in concept sets {item['concept_set_name'] }")
- else:
- concept_set_names.append(item['concept_set_name'])
-
- # check codes definition
- concept_set_mapping_names = []
- for item in concept_codes:
-
- required_keys = {"folder", "files"}
- if required_keys.issubset(item.keys()):
- # check concept codes path is a directory
- concept_code_dir_path = codes_path / item['folder']
- if not concept_code_dir_path.is_dir():
- validation_errors.append(f"Folder directory {str(concept_code_dir_path.resolve())} is not a directory")
-
- for file in item["files"]:
- # check concepte code file exists
- concept_code_file_path = concept_code_dir_path / file['file']
- if not concept_code_file_path.exists():
- validation_errors.append(f"Coding file {str(concept_code_file_path.resolve())} does not exist")
-
- # check concepte code file is not empty
- concept_code_file_path = concept_code_dir_path / file['file']
- if concept_code_file_path.stat().st_size == 0:
- validation_errors.append(f"Coding file {str(concept_code_file_path.resolve())} is an empty file")
-
- # check columns section exists
- if "columns" not in file:
- validation_errors.append(f"Columns not defined for {concept_code_file_path}")
-
- # check columns specified are a supported medical coding type
- for column in file['columns']:
- if column not in code_types and column != 'metadata':
- validation_errors.append(f"Column type {column} for file {concept_code_file_path} is not supported")
-
- # check the actions are supported
- if 'actions' in file:
- for action in file['actions']:
- if action not in COL_ACTIONS:
- validation_errors.append(f"Action {action} is not supported")
-
- # check concept_set defined for the mapping
- for concept_set_mapping in file['concept_set']:
- # store the concept set names found for later set operations
- if concept_set_mapping not in concept_set_mapping_names:
- concept_set_mapping_names.append(concept_set_mapping)
- else:
- validation_errors.append(f"Missing required elements {required_keys} in codes {item}")
- # create sets to perform set operations on the lists of concept set names
- concept_set_names_set = set(concept_set_names)
- concept_set_mapping_names_set = set(concept_set_mapping_names)
-
- # check all concept sets in the summary section have at least one code mapping
- concept_set_no_codes = list(concept_set_names_set - concept_set_mapping_names_set)
- if len(concept_set_no_codes) > 0:
- validation_errors.append(f"Concept sets do not exist in codes {concept_set_no_codes}")
-
- # check all concept sets included in the code mapping are defined in the summary concept_set section
- codes_no_concept_set = list(concept_set_mapping_names_set - concept_set_names_set)
- if len(codes_no_concept_set) > 0:
- validation_errors.append(f"Concept sets mapped in codes do not exist in the concept sets: {codes_no_concept_set}")
-
- if len(validation_errors) > 0:
- logger.error(validation_errors)
- raise PhenValidationException(f"Configuration file {str(config_path.resolve())} failed validation",
- validation_errors)
-
- logger.info(f"Phenotype validated successfully")
+ match = re.match(r"v(\d+\.\d+\.\d+)", phenotype["version"])
+ if not match:
+ validation_errors.append(
+ f"Invalid version format in configuration file: {phenotype['version']}"
+ )
+
+ # create a list of all the concept set names defined in the concept set configuration
+ concept_set_names = []
+ for item in phenotype["concept_sets"]:
+ if item["name"] in concept_set_names:
+ validation_errors.append(
+ f"Duplicate concept set defined in concept sets {item['name'] }"
+ )
+ else:
+ concept_set_names.append(item["name"])
+
+ # TODO: change this to some sort of yaml schema validation
+ required_keys = {"name", "file", "metadata"}
+
+ # check codes definition
+ for item in phenotype["concept_sets"]:
+
+ if required_keys.issubset(item.keys()):
+
+ # check concepte code file exists
+ concept_code_file_path = codes_path / item["file"]["path"]
+ if not concept_code_file_path.exists():
+ validation_errors.append(
+ f"Coding file {str(concept_code_file_path.resolve())} does not exist"
+ )
+
+ # check concepte code file is not empty
+ if concept_code_file_path.stat().st_size == 0:
+ validation_errors.append(
+ f"Coding file {str(concept_code_file_path.resolve())} is an empty file"
+ )
+
+ # check code file type is supported
+ if concept_code_file_path.suffix not in CODE_FILE_TYPES:
+ raise ValueError(
+ f"Unsupported filetype {concept_code_file_path.suffix}, only support csv, xlsx, xls code file types"
+ )
+
+ # check columns specified are a supported medical coding type
+ for column in item["file"]["columns"]:
+ if column not in code_types:
+ validation_errors.append(
+ f"Column type {column} for file {concept_code_file_path} is not supported"
+ )
+
+ # check the actions are supported
+ if "actions" in item["file"]:
+ for action in item["file"]["actions"]:
+ if action not in COL_ACTIONS:
+ validation_errors.append(f"Action {action} is not supported")
+
+ else:
+ validation_errors.append(
+ f"Missing required elements {required_keys} in concept set {item}"
+ )
+
+ if len(validation_errors) > 0:
+ logger.error(validation_errors)
+ raise PhenValidationException(
+ f"Configuration file {str(config_path.resolve())} failed validation",
+ validation_errors,
+ )
+
+ logger.info(f"Phenotype validated successfully")
+
def read_table_file(path, excel_sheet=None):
"""
Load Code List File
"""
+
+ path = path.resolve()
if path.suffix == ".csv":
df = pd.read_csv(path, dtype=str)
- elif path.suffix == ".xlsx":
+ elif path.suffix == ".xlsx" or path.suffix == ".xls":
if excel_sheet:
df = pd.read_excel(path, sheet_name=excel_sheet, dtype=str)
else:
@@ -314,109 +357,128 @@ def read_table_file(path, excel_sheet=None):
elif path.suffix == ".dta":
df = pd.read_stata(path, dtype=str)
else:
- raise Exception(f"Unsupported filetype provided for source file {path.suffix}")
-
+ raise ValueError(
+ f"Unsupported filetype {codes_file_path.suffix}, only support{CODE_FILE_TYPES} code file types"
+ )
+
+ return df
+
+
+def process_actions(df, concept_set):
+ # Perform Structural Changes to file before preprocessing
+ logger.debug("Processing file structural actions")
+ if (
+ "actions" in concept_set["file"]
+ and "split_col" in concept_set["file"]["actions"]
+ and "codes_col" in concept_set["file"]["actions"]
+ ):
+ split_col = concept_set["file"]["actions"]["split_col"]
+ codes_col = concept_set["file"]["actions"]["codes_col"]
+ logger.debug(
+ "Action: Splitting",
+ split_col,
+ "column into:",
+ df[split_col].unique(),
+ )
+ codes = df[codes_col]
+ oh = pd.get_dummies(df[split_col], dtype=bool) # one hot encode
+ oh = oh.where((oh != True), codes, axis=0) # fill in 1s with codes
+ oh[oh == False] = np.nan # replace 0s with None
+ df = pd.concat([df, oh], axis=1) # merge in new columns
+
return df
-def process_actions(df, file):
- # Perform Structural Changes to file before preprocessing
- logger.debug("Processing file structural actions")
- if ("actions" in file and "split_col" in file["actions"] and "codes_col" in file["actions"]):
- split_col = file["actions"]["split_col"]
- codes_col = file["actions"]["codes_col"]
- logger.debug("Action: Splitting", split_col, "column into:", df[split_col].unique(),)
- codes = df[codes_col]
- oh = pd.get_dummies(df[split_col], dtype=bool) # one hot encode
- oh = oh.where((oh != True), codes, axis=0) # fill in 1s with codes
- oh[oh == False] = np.nan # replace 0s with None
- df = pd.concat([df, oh], axis=1) # merge in new columns
-
- return df
# Perform QA Checks on columns individually and append to df
-def preprocess_codes(df, file, target_code_type=None, codes_file=None):
- """ Parses each column individually - Order and length will not be preserved! """
- out = pd.DataFrame([]) # create output df to append to
- code_errors = [] # list of errors from processing
-
- meta_columns = [] # meta columns to keep with codes
- if "actions" in file and "divide_col" in file["actions"]:
- meta_columns += [file["actions"]["divide_col"]]
- # TODO: enable metacolumns to be outputted - problem with map_file appending
- if "metadata" in file["columns"]:
- meta_columns += file["columns"]["metadata"]
-
- metadata_df = df[meta_columns]
-
- # Preprocess codes
- code_types = parse.CodeTypeParser().code_types
- for code_type_name, code_type_parser in code_types.items():
- if code_type_name in file['columns']:
- logger.info(f"Processing {code_type_name} codes...")
-
- # get code types
- codes = df[file['columns'][code_type_name]].dropna()
- codes = codes.astype(str) # convert to string
- codes = codes.str.strip() # remove excess spaces
-
- # process codes, validating them using parser and returning the errors
- codes, errors = code_type_parser.process(codes, codes_file)
- if len(errors) > 0:
- code_errors.extend(errors)
- logger.warning(f"Codes validation failed with {len(errors)} errors")
-
- # add metadata columns
- out = pd.concat([out, pd.DataFrame({code_type_name: codes}).join(metadata_df)], ignore_index=True)
-
- return out, meta_columns, code_errors
+def preprocess_codes(df, concept_set, code_file_path, target_code_type=None):
+ """Parses each column individually - Order and length will not be preserved!"""
+ out = pd.DataFrame([]) # create output df to append to
+ code_errors = [] # list of errors from processing
+
+ # TODO: Is there a better way of processing this action as it's distributed across
+ # different parts of the programme.
+ if (
+ "actions" in concept_set["file"]
+ and "divide_col" in concept_set["file"]["actions"]
+ ):
+ divide_col_df = df[concept_set["file"]["actions"]["divide_col"]]
+ else:
+ divide_col_df = pd.DataFrame()
+
+ # Preprocess codes
+ code_types = parse.CodeTypeParser().code_types
+ for code_type in concept_set["file"]["columns"]:
+ parser = code_types[code_type]
+ logger.info(f"Processing {code_type} codes...")
+
+ # get code types
+ codes = df[concept_set["file"]["columns"][code_type]].dropna()
+ codes = codes.astype(str) # convert to string
+ codes = codes.str.strip() # remove excess spaces
+
+ # process codes, validating them using parser and returning the errors
+ codes, errors = parser.process(codes, code_file_path)
+ if len(errors) > 0:
+ code_errors.extend(errors)
+ logger.warning(f"Codes validation failed with {len(errors)} errors")
+
+ # append to output dataframe
+ out = pd.concat(
+ [out, pd.DataFrame({code_type: codes}).join(divide_col_df)],
+ ignore_index=True,
+ )
+
+ return out, code_errors
+
# Translate Df with multiple codes into single code type Series
def translate_codes(df, target_code_type):
- codes = pd.Series([], dtype=str)
-
- # Convert codes to target type
- logger.info(f"Converting to target code type {target_code_type}")
- for col_name in df.columns:
- # if target code type is the same as thet source code type, no translation, just appending source as target
- if col_name == target_code_type:
- logger.debug(f"Target code type {target_code_type} has source code types {len(df)}, copying rather than translating")
- codes = pd.concat([codes, df[target_code_type]])
- else:
- filename = f"{col_name}_to_{target_code_type}.parquet"
- map_path = trud.PROCESSED_PATH / filename
- if map_path.exists():
- col = df[col_name]
- df_map = pd.read_parquet(map_path)
- # merge on corresponding codes and take target column
- translated = pd.merge(col, df_map, how="left")[target_code_type]
- # TODO: BUG mask does not match column
- codes = pd.concat([codes, translated]) # merge to output
- else:
- logger.warning(f"No mapping from {col_name} to {target_code_type}, file {str(map_path.resolve())} does not exist")
-
- return codes
+ codes = pd.Series([], dtype=str)
+
+ # Convert codes to target type
+ logger.info(f"Converting to target code type {target_code_type}")
+ for col_name in df.columns:
+ # if target code type is the same as thet source code type, no translation, just appending source as target
+ if col_name == target_code_type:
+ logger.debug(
+ f"Target code type {target_code_type} has source code types {len(df)}, copying rather than translating"
+ )
+ codes = pd.concat([codes, df[target_code_type]])
+ else:
+ filename = f"{col_name}_to_{target_code_type}.parquet"
+ map_path = trud.PROCESSED_PATH / filename
+ if map_path.exists():
+ col = df[col_name]
+ df_map = pd.read_parquet(map_path)
+ # merge on corresponding codes and take target column
+ translated = pd.merge(col, df_map, how="left")[target_code_type]
+ # TODO: BUG mask does not match column
+ codes = pd.concat([codes, translated]) # merge to output
+ else:
+ logger.warning(
+ f"No mapping from {col_name} to {target_code_type}, file {str(map_path.resolve())} does not exist"
+ )
+
+ return codes
+
# Append file's codes to output Df with concept
-def map_file(df, target_code_type, out, concepts, meta_columns=[]):
- # seperate out meta_columns
- metadata_df = df[meta_columns]
- df = df.drop(columns=meta_columns)
-
- # translate codes
- codes = translate_codes(df, target_code_type)
- codes = codes.dropna() # delete NaNs
-
- # Append to output if translated
- if len(codes) > 0:
- codes = pd.DataFrame({"CONCEPT": codes})
- codes = codes.join(metadata_df)
- for concept in concepts:
- codes["CONCEPT_SET"] = np.repeat(concept.strip(), len(codes))
- out = pd.concat([out, codes])
- else:
- logger.debug(f"No codes converted with target code type {target_code_type}")
-
- return out
+def map_file(df, target_code_type, out, concept_name):
+
+ # translate codes
+ codes = translate_codes(df, target_code_type)
+ codes = codes.dropna() # delete NaNs
+
+ # Append to output if translated
+ if len(codes) > 0:
+ codes = pd.DataFrame({"CONCEPT": codes})
+ codes["CONCEPT_SET"] = np.repeat(concept_name.strip(), len(codes))
+ out = pd.concat([out, codes])
+ else:
+ logger.debug(f"No codes converted with target code type {target_code_type}")
+
+ return out
+
def sql_row_exist(conn, table, column, value):
# Execute and check if a result exists
@@ -427,369 +489,404 @@ def sql_row_exist(conn, table, column, value):
return exists
+
def write_code_errors(code_errors, code_errors_path):
- err_df = pd.DataFrame([
- {"CONCEPT": ", ".join(err.codes[~err.mask].tolist()),
- "VOCABULARY": err.code_type,
- "SOURCE": err.codes_file,
- "CAUSE": err.message} for err in code_errors])
+ err_df = pd.DataFrame(
+ [
+ {
+ "CONCEPT": ", ".join(err.codes[~err.mask].tolist()),
+ "VOCABULARY": err.code_type,
+ "SOURCE": err.codes_file,
+ "CAUSE": err.message,
+ }
+ for err in code_errors
+ ]
+ )
+
+ err_df = err_df.drop_duplicates() # Remove Duplicates from Error file
+ err_df = err_df.sort_values(by=["SOURCE", "VOCABULARY", "CONCEPT"])
+ err_df.to_csv(code_errors_path, index=False, mode="w")
+
+
+def write_vocab_version(phen_path):
+ # write the vocab version files
+
+ if not trud.VERSION_PATH.exists():
+ raise FileNotFoundError(
+ f"TRUD version path {trud.VERSION_PATH} does not exist, please check TRUD is installed"
+ )
+
+ if not omop.VERSION_PATH.exists():
+ raise FileNotFoundError(
+ f"OMOP version path {omop.VERSION_PATH} does not exist, please check OMOP is installed"
+ )
+
+ with trud.VERSION_PATH.open("r") as file:
+ trud_version = yaml.safe_load(file)
+
+ with omop.VERSION_PATH.open("r") as file:
+ omop_version = yaml.safe_load(file)
+
+ # Create the combined YAML structure
+ version_data = {
+ "versions": {
+ "acmc": acmc.__version__,
+ "trud": trud_version,
+ "omop": omop_version,
+ }
+ }
+
+ with open(phen_path / VOCAB_VERSION_FILE, "w") as file:
+ yaml.dump(version_data, file, default_flow_style=False, sort_keys=False)
- err_df = err_df.drop_duplicates() # Remove Duplicates from Error file
- err_df = err_df.sort_values(by=["SOURCE", "VOCABULARY", "CONCEPT"])
- err_df.to_csv(code_errors_path, index=False, mode="w")
def map(phen_dir, target_code_type):
- logger.info(f"Processing phenotype: {phen_dir}")
- logger.debug(f"Target coding format: {target_code_type}")
-
- # Validate configuration
- validate(phen_dir)
-
- # initialise paths
- phen_path = Path(phen_dir)
- config_path = phen_path / CONFIG_FILE
- codes_path = phen_path / CODES_DIR
-
- # load configuration
- config = json.load(open(config_path, "rb"))
- concept_sets = config["concept_sets"]
- codes = config["codes"]
-
- # Create output dataframe
- out = pd.DataFrame([])
- code_errors = []
-
- # Process each folder in codes section
- for folder in codes:
- for file in folder["files"]:
- logger.debug(f"--- {file['file']} ---")
- codes_file_path = codes_path / folder["folder"] / file["file"]
-
- # Load Code File
- if "excel_sheet" in file:
- df = read_table_file(path=codes_file_path, excel_sheet=file["excel_sheet"])
- else:
- df = read_table_file(path=codes_file_path)
-
- # process structural actions
- df = process_actions(df, file)
-
- # Preprocessing & Validation Checks
- logger.debug("Processing and validating code formats")
- df, meta_columns, errors = preprocess_codes(
- df,
- file, codes_file=str(codes_file_path.resolve()),
- target_code_type=target_code_type)
-
- logger.debug(f" Length of errors from preprocess {len(errors)}")
- if len(errors) > 0:
- code_errors.extend(errors)
- logger.debug(f" Length of code_errors {len(code_errors)}")
-
- # partition table by categorical column
- if ("actions" in file and "divide_col" in file["actions"] and len(df) > 0):
- divide_col = file["actions"]["divide_col"]
- logger.debug("Action: Dividing Table by", divide_col, "column into: ", df[divide_col].unique(),)
- df = df.groupby(divide_col)
-
- # Map to Concept/Phenotype
- if len(df.index) != 0:
- if ("concept_set" in file) and isinstance(df, pd.core.frame.DataFrame):
- out = map_file(
- df,
- target_code_type,
- out,
- concepts=file["concept_set"],
- meta_columns=meta_columns)
- elif ("concept_set_categories" in file) and isinstance(df, pd.core.groupby.generic.DataFrameGroupBy):
- meta_columns.remove(divide_col) # delete categorical column
- for cat, grp in df:
- if (cat in file["concept_set_categories"].keys()): # check if category is mapped
- grp = grp.drop(columns=[divide_col]) # delete categorical column
- logger.debug("Category:", cat)
- out = map_file(
- grp,
- target_code_type,
- out,
- concepts=file["concept_set_categories"][cat],
- meta_columns=meta_columns,)
- else:
- raise AttributeError(f"File {file} has either no concept_set or conceot_set_categories or the instance of dataframe objectives associated is incorrect, concept_set must be a DataFrame, conceot_set_categories must be pd.core.groupby.generic.DataFrameGroupBy")
- else:
- logger.warning(f"File {file} has no output after preprocessing in config {str(config_path.resolve())}")
-
- if(len(code_errors) > 0):
- logger.error(f"The map processing has {len(code_errors)} errors")
- error_filename = f"{target_code_type}-code-errors.csv"
- write_code_errors(code_errors, phen_path / MAP_DIR / error_filename)
-
- # Check there is output from processing
- if len(out.index) == 0:
- logger.error(f"No output after map processing")
- raise Exception(f"No output after map processing, check config {str(config_path.resolve())}")
-
- # Final processing
- out = out.reset_index(drop=True)
- out = out.drop_duplicates(subset=["CONCEPT_SET", "CONCEPT"])
- out = out.sort_values(by=["CONCEPT_SET", "CONCEPT"])
-
- # Add concept set definition metadata
- concept_sets_df = pd.DataFrame(concept_sets["concept_set"]) # transform to dataframe
- if "metadata" in concept_sets_df.columns:
- concept_sets_df = concept_sets_df.join(pd.json_normalize(concept_sets_df["metadata"])) # metadata to columns
- concept_sets_df = concept_sets_df.drop(columns=["metadata"])
- concept_sets_df = concept_sets_df.rename(columns={"concept_set_name": "CONCEPT_SET"})
- concept_sets_df = concept_sets_df.drop_duplicates() # remove duplicates
- out = out.merge(concept_sets_df, how="left", on="CONCEPT_SET") # merge with output
-
- # Save output to map directory
- output_filename = target_code_type + '.csv'
- map_path = phen_path / MAP_DIR / output_filename
- out.to_csv(map_path, index=False)
- logger.info(f"Saved mapped concepts to {str(map_path.resolve())}")
-
- # save concept sets as separate files
- concept_set_path = phen_path / CONCEPT_SET_DIR / target_code_type
-
- # empty the concept-set directory if it exists but keep the .git file
- git_items = ['.git', '.gitkeep']
- if concept_set_path.exists():
- for item in concept_set_path.iterdir():
- if item not in git_items:
- item.unlink()
- else:
- concept_set_path.mkdir(parents=True, exist_ok=True)
-
- # write each concept as a separate file
- for name, concept in out.groupby("CONCEPT_SET"):
- concept = concept.sort_values(by="CONCEPT") #sort rows
- concept = concept.dropna(how='all', axis=1) #remove empty cols
- concept = concept.reindex(sorted(concept.columns), axis=1) #sort cols alphabetically
- filename = f"{name}.csv"
- concept_path = concept_set_path / filename
- concept.to_csv(concept_path, index=False )
-
- # copy version files used for mapping to repo
- shutil.copy(trud.VERSION_PATH, phen_path / trud.VERSION_FILE)
- shutil.copy(omop.VERSION_PATH, phen_path / omop.VERSION_FILE)
-
- logger.info(f"Phenotype processed successfully")
+ logger.info(f"Processing phenotype: {phen_dir}")
+ logger.debug(f"Target coding format: {target_code_type}")
+
+ # Validate configuration
+ validate(phen_dir)
+
+ # initialise paths
+ phen_path = Path(phen_dir)
+ config_path = phen_path / CONFIG_FILE
+ codes_path = phen_path / CODES_DIR
+
+ # load configuration
+ with config_path.open("r") as file:
+ config = yaml.safe_load(file)
+ phenotype = config["phenotype"]
+
+ # Create output dataframe
+ out = pd.DataFrame([])
+ code_errors = []
+
+ # Process each folder in codes section
+ for concept_set in phenotype["concept_sets"]:
+ logger.debug(f"--- {concept_set['file']} ---")
+
+ # Load code file
+ codes_file_path = Path(codes_path / concept_set["file"]["path"])
+ df = read_table_file(codes_file_path)
+
+ # process structural actions
+ df = process_actions(df, concept_set)
+
+ # Preprocessing & Validation Checks
+ logger.debug("Processing and validating code formats")
+ df, errors = preprocess_codes(
+ df,
+ concept_set,
+ codes_file_path,
+ target_code_type=target_code_type,
+ )
+
+ logger.debug(f"Length of errors from preprocess {len(errors)}")
+ if len(errors) > 0:
+ code_errors.extend(errors)
+ logger.debug(f" Length of code_errors {len(code_errors)}")
+
+ # Map
+ # if processing a source coding list with categorical data
+ if (
+ "actions" in concept_set["file"]
+ and "divide_col" in concept_set["file"]["actions"]
+ and len(df) > 0
+ ):
+ divide_col = concept_set["file"]["actions"]["divide_col"]
+ logger.debug(f"Action: Dividing Table by {divide_col}")
+ logger.debug(f"column into: {df[divide_col].unique()}")
+ df_grp = df.groupby(divide_col)
+ for cat, grp in df_grp:
+ if cat == concept_set["file"]["category"]:
+ grp = grp.drop(columns=[divide_col]) # delete categorical column
+ out = map_file(
+ grp, target_code_type, out, concept_name=concept_set["name"]
+ )
+ else:
+ out = map_file(df, target_code_type, out, concept_name=concept_set["name"])
+
+ if len(code_errors) > 0:
+ logger.error(f"The map processing has {len(code_errors)} errors")
+ error_path = phen_path / MAP_DIR / "errors"
+ error_path.mkdir(parents=True, exist_ok=True)
+ error_filename = f"{target_code_type}-code-errors.csv"
+ write_code_errors(code_errors, error_path / error_filename)
+
+ # Check there is output from processing
+ if len(out.index) == 0:
+ logger.error(f"No output after map processing")
+ raise Exception(
+ f"No output after map processing, check config {str(config_path.resolve())}"
+ )
+
+ # Final processing
+ out = out.reset_index(drop=True)
+ out = out.drop_duplicates(subset=["CONCEPT_SET", "CONCEPT"])
+ out = out.sort_values(by=["CONCEPT_SET", "CONCEPT"])
+
+ # Save output to map directory
+ output_filename = target_code_type + ".csv"
+ map_path = phen_path / MAP_DIR / output_filename
+ out.to_csv(map_path, index=False)
+ logger.info(f"Saved mapped concepts to {str(map_path.resolve())}")
+
+ # save concept sets as separate files
+ concept_set_path = phen_path / CONCEPT_SET_DIR / target_code_type
+
+ # empty the concept-set directory if it exists but keep the .git file
+ git_items = [".git", ".gitkeep"]
+ if concept_set_path.exists():
+ for item in concept_set_path.iterdir():
+ if item not in git_items:
+ item.unlink()
+ else:
+ concept_set_path.mkdir(parents=True, exist_ok=True)
+
+ # write each concept as a separate file
+ for name, concept in out.groupby("CONCEPT_SET"):
+ concept = concept.sort_values(by="CONCEPT") # sort rows
+ concept = concept.dropna(how="all", axis=1) # remove empty cols
+ concept = concept.reindex(
+ sorted(concept.columns), axis=1
+ ) # sort cols alphabetically
+ filename = f"{name}.csv"
+ concept_path = concept_set_path / filename
+ concept.to_csv(concept_path, index=False)
+
+ write_vocab_version(phen_path)
+
+ logger.info(f"Phenotype processed successfully")
+
def publish(phen_dir):
- """Publishes updates to the phenotype by commiting all changes to the repo directory"""
-
- # Validate config
- validate(phen_dir)
- phen_path = Path(phen_dir)
-
- # load git repo and set the branch
- repo = git.Repo(phen_path)
- if DEFAULT_GIT_BRANCH in repo.branches:
- main_branch = repo.heads[DEFAULT_GIT_BRANCH]
- main_branch.checkout()
- else:
- raise AttributeError(f"Phen repo does not contain the default branch {DEFAULT_GIT_BRANCH}")
-
- # check if any changes to publish
- if not repo.is_dirty() and not repo.untracked_files:
- logger.info("Nothing to publish, no changes to the repo")
- return
-
- # get major version from configuration file
- config_path = phen_path / CONFIG_FILE
- config = json.load(open(config_path, "rb"))
- match = re.match(r"v(\d+\.\d+)", config['concept_sets']['version'])
- major_version = match.group(1)
-
- # get latest minor version from git commit count
- commit_count = len(list(repo.iter_commits("HEAD")))
-
- # set version and write to config file so consistent with repo version
- next_minor_version = commit_count + 1
- version = f"v{major_version}.{next_minor_version}"
- logger.debug(f"New version: {version}")
- config['concept_sets']['version'] = version
- with open(config_path, "w", encoding="utf-8") as f:
- json.dump(config, f, indent=4)
-
- # Add and commit changes to repo
- commit_message = f"Committing updates to phenotype {phen_path}"
- repo.git.add('--all')
- repo.index.commit(commit_message)
-
- # Create and push the tag
- if version in repo.tags:
- raise Exception (f"Tag {version} already exists in repo {phen_path}")
- repo.create_tag(version, message=f"Release {version}")
- logger.info(f"New version: {version}")
-
- # push to origin if a remote repo
- try:
- origin = repo.remotes.origin
- origin.push('main')
- origin.push(tags=True)
- logger.debug("Changes pushed to 'origin'.")
- except AttributeError:
- logger.debug("No remote named 'origin' found, local repo.")
-
- logger.info(f"Phenotype published successfully")
+ """Publishes updates to the phenotype by commiting all changes to the repo directory"""
+
+ # Validate config
+ validate(phen_dir)
+ phen_path = Path(phen_dir)
+
+ # load git repo and set the branch
+ repo = git.Repo(phen_path)
+ if DEFAULT_GIT_BRANCH in repo.branches:
+ main_branch = repo.heads[DEFAULT_GIT_BRANCH]
+ main_branch.checkout()
+ else:
+ raise AttributeError(
+ f"Phen repo does not contain the default branch {DEFAULT_GIT_BRANCH}"
+ )
+
+ # check if any changes to publish
+ if not repo.is_dirty() and not repo.untracked_files:
+ logger.info("Nothing to publish, no changes to the repo")
+ return
+
+ # get major version from configuration file
+ config_path = phen_path / CONFIG_FILE
+ with config_path.open("r") as file:
+ config = yaml.safe_load(file)
+ match = re.match(r"v(\d+\.\d+)", config["phenotype"]["version"])
+ major_version = match.group(1)
+
+ # get latest minor version from git commit count
+ commit_count = len(list(repo.iter_commits("HEAD")))
+
+ # set version and write to config file so consistent with repo version
+ next_minor_version = commit_count + 1
+ version = f"v{major_version}.{next_minor_version}"
+ logger.debug(f"New version: {version}")
+ config["phenotype"]["version"] = version
+ with open(config_path, "w") as file:
+ yaml.dump(config, file, default_flow_style=False, sort_keys=False)
+
+ # Add and commit changes to repo
+ commit_message = f"Committing updates to phenotype {phen_path}"
+ repo.git.add("--all")
+ repo.index.commit(commit_message)
+
+ # Create and push the tag
+ if version in repo.tags:
+ raise Exception(f"Tag {version} already exists in repo {phen_path}")
+ repo.create_tag(version, message=f"Release {version}")
+ logger.info(f"New version: {version}")
+
+ # push to origin if a remote repo
+ try:
+ origin = repo.remotes.origin
+ origin.push("main")
+ origin.push(tags=True)
+ logger.debug("Changes pushed to 'origin'.")
+ except AttributeError:
+ logger.debug("No remote named 'origin' found, local repo.")
+
+ logger.info(f"Phenotype published successfully")
+
def export(phen_dir, version):
- """Exports a phen repo at a specific tagged version into a target directory"""
- logger.info(f"Exporting phenotype {phen_dir} at version {version}")
-
- # validate configuration
- validate(phen_dir)
- phen_path = Path(phen_dir)
-
- # load configuration
- config_path = phen_path / CONFIG_FILE
- config = json.load(open(config_path, "rb"))
-
- map_path = phen_path / MAP_DIR
- if not map_path.exists():
- logger.warning(f"Map path does not exist '{map_path}'")
-
- export_path = phen_path / OMOP_DIR
- # check export directory exists and if not create it
- if not export_path.exists():
- export_path.mkdir(parents=True)
- logger.debug(f"OMOP export directory '{export_path}' created.")
-
- # omop export db
- export_db_path = omop.export(map_path,
- export_path,
- config['concept_sets']['version'],
- config['concept_sets']['omop'])
-
-
- # write to tables
- # export as csv
- logger.info(f"Phenotype exported successfully")
-
+ """Exports a phen repo at a specific tagged version into a target directory"""
+ logger.info(f"Exporting phenotype {phen_dir} at version {version}")
+
+ # validate configuration
+ validate(phen_dir)
+ phen_path = Path(phen_dir)
+
+ # load configuration
+ config_path = phen_path / CONFIG_FILE
+ with config_path.open("r") as file:
+ config = yaml.safe_load(file)
+
+ map_path = phen_path / MAP_DIR
+ if not map_path.exists():
+ logger.warning(f"Map path does not exist '{map_path}'")
+
+ export_path = phen_path / OMOP_DIR
+ # check export directory exists and if not create it
+ if not export_path.exists():
+ export_path.mkdir(parents=True)
+ logger.debug(f"OMOP export directory '{export_path}' created.")
+
+ # omop export db
+ export_db_path = omop.export(
+ map_path,
+ export_path,
+ config["phenotype"]["version"],
+ config["phenotype"]["omop"],
+ )
+
+ # write to tables
+ # export as csv
+ logger.info(f"Phenotype exported successfully")
+
+
def copy(phen_dir, target_dir, version):
- """Copys a phen repo at a specific tagged version into a target directory"""
-
- # Validate
- validate(phen_dir)
- phen_path = Path(phen_dir)
-
- # Check target directory exists
- target_path = Path(target_dir)
- if not target_path.exists():
- raise FileNotFoundError(f"The target directory {target_path} does not exist")
-
- # Set copy directory
- copy_path = target_path / version
- logger.info(f"Copying repo {phen_path} to {copy_path}")
-
- if not copy_path.exists():
- # If copy directory doesn't exist, clone the repo
- logger.debug(f"Cloning repo from {phen_path} into {copy_path}...")
- repo = git.Repo.clone_from(phen_path, copy_path)
- else:
- # If copy directory exists, open the repo
- logger.debug(f"Copy of repository already exists in {copy_path}. Opening the repo...")
- repo = git.Repo(copy_path)
-
- # Check out the latest commit or specified version
- if version:
- # Checkout a specific version (e.g., branch, tag, or commit hash)
- logger.info(f"Checking out version {version}...")
- repo.git.checkout(version)
- else:
- # Checkout the latest commit (HEAD)
- logger.info(f"Checking out the latest commit...")
- repo.git.checkout("HEAD")
-
- logger.debug(f"Copied {phen_path} {repo.head.commit.hexsha[:7]} in {copy_path}")
-
- logger.info(f"Phenotype copied successfully")
+ """Copys a phen repo at a specific tagged version into a target directory"""
+
+ # Validate
+ validate(phen_dir)
+ phen_path = Path(phen_dir)
+
+ # Check target directory exists
+ target_path = Path(target_dir)
+ if not target_path.exists():
+ raise FileNotFoundError(f"The target directory {target_path} does not exist")
+
+ # Set copy directory
+ copy_path = target_path / version
+ logger.info(f"Copying repo {phen_path} to {copy_path}")
+
+ if not copy_path.exists():
+ # If copy directory doesn't exist, clone the repo
+ logger.debug(f"Cloning repo from {phen_path} into {copy_path}...")
+ repo = git.Repo.clone_from(phen_path, copy_path)
+ else:
+ # If copy directory exists, open the repo
+ logger.debug(
+ f"Copy of repository already exists in {copy_path}. Opening the repo..."
+ )
+ repo = git.Repo(copy_path)
+
+ # Check out the latest commit or specified version
+ if version:
+ # Checkout a specific version (e.g., branch, tag, or commit hash)
+ logger.info(f"Checking out version {version}...")
+ repo.git.checkout(version)
+ else:
+ # Checkout the latest commit (HEAD)
+ logger.info(f"Checking out the latest commit...")
+ repo.git.checkout("HEAD")
+
+ logger.debug(f"Copied {phen_path} {repo.head.commit.hexsha[:7]} in {copy_path}")
+
+ logger.info(f"Phenotype copied successfully")
+
def diff(phen_dir, phen_old_dir):
- """Compare the differences between two versions of a phenotype"""
-
- # validate phenotype directories
- validate(phen_old_dir)
- validate(phen_dir)
-
- old_phen_path = Path(phen_old_dir)
- new_phen_path = Path(phen_dir)
-
- # Load report (FOR SOME REASON THIS WAS APPEND SO SET TO w for NOW)
- report_file_name = old_phen_path.name + "_diff.md"
- report_path = new_phen_path / report_file_name
- report = open(report_path, 'w')
- logger.debug(f"Writing to report file {str(report_path.resolve())}")
-
- # Get maps files from phenotype
- old_map_path = old_phen_path / MAP_DIR
- new_map_path = new_phen_path / MAP_DIR
-
- # List files from output directories
- old_output_files = [file.name for file in old_map_path.iterdir() if file.is_file() and not file.name.startswith('.')]
- new_output_files = [file.name for file in new_map_path.iterdir() if file.is_file() and not file.name.startswith('.')]
-
- # Convert the lists to sets for easy comparison
- old_output_set = set(old_output_files)
- new_output_set = set(new_output_files)
-
- # Outputs that are in old_output_set but not in new_output_set (removed files)
- removed_outputs = old_output_set - new_output_set
- # Outputs that are in new_output_set but not in old_output_set (added files)
- added_outputs = new_output_set - old_output_set
- # Outputs that are the intersection of old_output_set and new_output_set
- common_outputs = old_output_set & new_output_set
-
- # Write outputs report
- new_config_path = new_phen_path / CONFIG_FILE
- new_config = json.load(open(new_config_path, "rb"))
- report.write(f"\n\n# Report for version {new_config['concept_sets']['version']}\n\n")
- report.write(f"- Removed outputs: {list(removed_outputs)}\n")
- report.write(f"- Added outputs: {list(added_outputs)}\n")
- report.write(f"- Common outputs: {list(common_outputs)}\n")
-
- report.write(f"\n\n## Compare concepts {str(old_phen_path.resolve())} to {str(new_phen_path.resolve())}\n\n")
- # Compare common outputs between versions
- for file in common_outputs:
- old_output = old_map_path / file
- new_output = new_map_path / file
-
- df1 = pd.read_csv(old_output)
- df1 = df1[["CONCEPT","CONCEPT_SET"]].groupby("CONCEPT_SET").count()
- df2 = pd.read_csv(new_output)
- df2 = df2[["CONCEPT","CONCEPT_SET"]].groupby("CONCEPT_SET").count()
-
- # Check for added and removed concepts
- report.write("- Removed concepts {}\n".format(list(set(df1.index) - set(df2.index))))
- report.write("- Added concepts {}\n".format(list(set(df2.index) - set(df1.index))))
-
- # Check for changed concepts
- diff = df2 - df1 #diff in counts
- diff = diff[(~(diff["CONCEPT"] == 0.0)) & diff["CONCEPT"].notna()] #get non-zero counts
- s = "\n"
- if len(diff.index) > 0:
- for concept, row in diff.iterrows():
- s += "\t - {} {}\n".format(concept, row["CONCEPT"])
- report.write(f"- Changed concepts {s}\n\n")
- else:
- report.write(f"- Changed concepts []\n\n")
-
- logger.info(f"Phenotypes diff'd successfully")
-
-# Here's the atlas code that needs to go into anotehr function
-# if output_path == "atlas":
-# vocab_id = summary_config["omop"]["vocabulary_id"]
-# vocab_version = summary_config["version"]
-# vocab_name = summary_config["omop"]["vocabulary_name"]
-# vocab_reference = summary_config["omop"]["vocabulary_reference"]
-
- # Create New OMOP Vocabulary
-# omop_setup(OMOP_DB_PATH, vocab_id, vocab_version, vocab_name, vo#cab_reference)
-
- # Export to DB
-# omop_publish_concept_sets(out,
-# OMOP_DB_PATH,
-# vocab_id,
-# omop_vocab_types[target_code_type],
-# vocab_version,)
\ No newline at end of file
+ """Compare the differences between two versions of a phenotype"""
+
+ # validate phenotype directories
+ validate(phen_old_dir)
+ validate(phen_dir)
+
+ old_phen_path = Path(phen_old_dir)
+ new_phen_path = Path(phen_dir)
+
+ # Load report (FOR SOME REASON THIS WAS APPEND SO SET TO w for NOW)
+ report_file_name = old_phen_path.name + "_diff.md"
+ report_path = new_phen_path / report_file_name
+ report = open(report_path, "w")
+ logger.debug(f"Writing to report file {str(report_path.resolve())}")
+
+ # Get maps files from phenotype
+ old_map_path = old_phen_path / MAP_DIR
+ new_map_path = new_phen_path / MAP_DIR
+
+ # List files from output directories
+ old_output_files = [
+ file.name
+ for file in old_map_path.iterdir()
+ if file.is_file() and not file.name.startswith(".")
+ ]
+ new_output_files = [
+ file.name
+ for file in new_map_path.iterdir()
+ if file.is_file() and not file.name.startswith(".")
+ ]
+
+ # Convert the lists to sets for easy comparison
+ old_output_set = set(old_output_files)
+ new_output_set = set(new_output_files)
+
+ # Outputs that are in old_output_set but not in new_output_set (removed files)
+ removed_outputs = old_output_set - new_output_set
+ # Outputs that are in new_output_set but not in old_output_set (added files)
+ added_outputs = new_output_set - old_output_set
+ # Outputs that are the intersection of old_output_set and new_output_set
+ common_outputs = old_output_set & new_output_set
+
+ # Write outputs report
+ new_config = new_phen_path / CONFIG_FILE
+ with new_config.open("r") as file:
+ new_config = yaml.safe_load(file)
+ report.write(f"\n\n# Report for version {new_config['phenotype']['version']}\n\n")
+ report.write(f"- Removed outputs: {list(removed_outputs)}\n")
+ report.write(f"- Added outputs: {list(added_outputs)}\n")
+ report.write(f"- Common outputs: {list(common_outputs)}\n")
+
+ report.write(
+ f"\n\n## Compare concepts {str(old_phen_path.resolve())} to {str(new_phen_path.resolve())}\n\n"
+ )
+ # Compare common outputs between versions
+ for file in common_outputs:
+ old_output = old_map_path / file
+ new_output = new_map_path / file
+
+ logger.debug(f"Old ouptput: {str(old_output.resolve())}")
+ logger.debug(f"New ouptput: {str(new_output.resolve())}")
+
+ df1 = pd.read_csv(old_output)
+ df1 = df1[["CONCEPT", "CONCEPT_SET"]].groupby("CONCEPT_SET").count()
+ df2 = pd.read_csv(new_output)
+ df2 = df2[["CONCEPT", "CONCEPT_SET"]].groupby("CONCEPT_SET").count()
+
+ # Check for added and removed concepts
+ report.write(
+ "- Removed concepts {}\n".format(list(set(df1.index) - set(df2.index)))
+ )
+ report.write(
+ "- Added concepts {}\n".format(list(set(df2.index) - set(df1.index)))
+ )
+
+ # Check for changed concepts
+ diff = df2 - df1 # diff in counts
+ diff = diff[
+ (~(diff["CONCEPT"] == 0.0)) & diff["CONCEPT"].notna()
+ ] # get non-zero counts
+ s = "\n"
+ if len(diff.index) > 0:
+ for concept, row in diff.iterrows():
+ s += "\t - {} {}\n".format(concept, row["CONCEPT"])
+ report.write(f"- Changed concepts {s}\n\n")
+ else:
+ report.write(f"- Changed concepts []\n\n")
+
+ logger.info(f"Phenotypes diff'd successfully")
diff --git a/acmc/trud.py b/acmc/trud.py
index 5338a58ae071e58616c80df7eb8706744b38d9c2..d8852cc5b424c20e7271bd6162e849671f5ba840 100644
--- a/acmc/trud.py
+++ b/acmc/trud.py
@@ -1,31 +1,34 @@
import os
import sys
import requests
-import json
import argparse
import shutil
import hashlib
import zipfile
import pandas as pd
-import simpledbf
+import simpledbf # type: ignore
+import yaml
from pathlib import Path
# setup logging
import acmc.logging_config as lc
+
logger = lc.setup_logger()
# Constants
FQDN = "isd.digital.nhs.uk"
-VOCAB_PATH = Path('./vocab/trud')
-VERSION_FILE = 'trud_version.json'
+VOCAB_PATH = Path("./vocab/trud")
+VERSION_FILE = "trud_version.yaml"
VERSION_PATH = VOCAB_PATH / VERSION_FILE
-DOWNLOADS_PATH = VOCAB_PATH / 'downloads'
-PROCESSED_PATH = VOCAB_PATH / 'processed'
+DOWNLOADS_PATH = VOCAB_PATH / "downloads"
+PROCESSED_PATH = VOCAB_PATH / "processed"
+
def error_exit(message):
logger.error(message, "error")
sys.exit(1)
+
def get_releases(item_id, API_KEY, latest=False):
"""Retrieve release information for an item from the TRUD API."""
url = f"https://{FQDN}/trud/api/v1/keys/{API_KEY}/items/{item_id}/releases"
@@ -34,7 +37,9 @@ def get_releases(item_id, API_KEY, latest=False):
response = requests.get(url)
if response.status_code != 200:
- error_exit(f"Failed to fetch releases for item {item_id}. Status code: {response.status_code}, error {response.json()['message']}. If no releases found for API key, please ensure you are subscribed to the data release and that it is not pending approval")
+ error_exit(
+ f"Failed to fetch releases for item {item_id}. Status code: {response.status_code}, error {response.json()['message']}. If no releases found for API key, please ensure you are subscribed to the data release and that it is not pending approval"
+ )
data = response.json()
if data.get("message") != "OK":
@@ -42,219 +47,281 @@ def get_releases(item_id, API_KEY, latest=False):
return data.get("releases", [])
-def download_release_file(item_id, release_ordinal, release, file_json_prefix, file_type=None):
+
+def download_release_file(
+ item_id, release_ordinal, release, file_json_prefix, file_type=None
+):
"""Download specified file type for a given release of an item."""
# check folder is a directory
if not DOWNLOADS_PATH.is_dir():
- raise NotADirectoryError(f"Error: '{DOWNLOADS_PATH}' for TRUD resources is not a directory")
-
+ raise NotADirectoryError(
+ f"Error: '{DOWNLOADS_PATH}' for TRUD resources is not a directory"
+ )
+
file_type = file_type or file_json_prefix
file_url = release.get(f"{file_json_prefix}FileUrl")
file_name = release.get(f"{file_json_prefix}FileName")
- file_destination = DOWNLOADS_PATH / file_name
+ file_destination = DOWNLOADS_PATH / file_name
if not file_url or not file_name:
- error_exit(f"Missing {file_type} file information for release {release_ordinal} of item {item_id}.")
+ error_exit(
+ f"Missing {file_type} file information for release {release_ordinal} of item {item_id}."
+ )
- logger.info(f"Downloading item {item_id} {file_type} file: {file_name} from {file_url} to {file_destination}")
+ logger.info(
+ f"Downloading item {item_id} {file_type} file: {file_name} from {file_url} to {file_destination}"
+ )
response = requests.get(file_url, stream=True)
-
+
if response.status_code == 200:
with open(file_destination, "wb") as f:
f.write(response.content)
return file_destination
else:
- error_exit(f"Failed to download {file_type} file for item {item_id}. Status code: {response.status_code}")
+ error_exit(
+ f"Failed to download {file_type} file for item {item_id}. Status code: {response.status_code}"
+ )
-def validate_download_hash(file_destination:str, item_hash:str):
+
+def validate_download_hash(file_destination: str, item_hash: str):
with open(file_destination, "rb") as f:
hash = hashlib.sha256(f.read()).hexdigest()
logger.debug(hash)
if hash.upper() == item_hash.upper():
logger.debug(f"Verified hash of {file_destination} {hash}")
else:
- error_exit(f"Could not validate origin of {file_destination}. The SHA-256 hash should be: {item_hash}, but got {hash} instead")
+ error_exit(
+ f"Could not validate origin of {file_destination}. The SHA-256 hash should be: {item_hash}, but got {hash} instead"
+ )
+
-def unzip_download(file_destination:str):
+def unzip_download(file_destination: str):
# check folder is a directory
if not DOWNLOADS_PATH.is_dir():
- raise NotADirectoryError(f"Error: '{DOWNLOADS_PATH}' for TRUD resoruces is not a directory")
-
- with zipfile.ZipFile(file_destination, 'r') as zip_ref:
+ raise NotADirectoryError(
+ f"Error: '{DOWNLOADS_PATH}' for TRUD resoruces is not a directory"
+ )
+
+ with zipfile.ZipFile(file_destination, "r") as zip_ref:
zip_ref.extractall(DOWNLOADS_PATH)
+
def extract_icd10():
- #ICD10_edition5
- file_path = DOWNLOADS_PATH / 'ICD10_Edition5_XML_20160401' / 'Content' / 'ICD10_Edition5_CodesAndTitlesAndMetadata_GB_20160401.xml'
+ # ICD10_edition5
+ file_path = (
+ DOWNLOADS_PATH
+ / "ICD10_Edition5_XML_20160401"
+ / "Content"
+ / "ICD10_Edition5_CodesAndTitlesAndMetadata_GB_20160401.xml"
+ )
df = pd.read_xml(file_path)
df = df[["CODE", "ALT_CODE", "DESCRIPTION"]]
- df = df.rename(columns={"CODE":"icd10",
- "ALT_CODE":"icd10_alt",
- "DESCRIPTION":"description"
- })
- output_path = PROCESSED_PATH / 'icd10.parquet'
+ df = df.rename(
+ columns={"CODE": "icd10", "ALT_CODE": "icd10_alt", "DESCRIPTION": "description"}
+ )
+ output_path = PROCESSED_PATH / "icd10.parquet"
df.to_parquet(output_path, index=False)
logger.info(f"Extracted: {output_path}")
+
def extract_opsc4():
- file_path = DOWNLOADS_PATH / 'OPCS410 Data files txt' / 'OPCS410 CodesAndTitles Nov 2022 V1.0.txt'
-
- df = pd.read_csv(file_path, sep='\t', dtype=str, header=None)
- df = df.rename(columns={0:"opcs4", 1:"description"})
-
- output_path = PROCESSED_PATH / 'opcs4.parquet'
+ file_path = (
+ DOWNLOADS_PATH
+ / "OPCS410 Data files txt"
+ / "OPCS410 CodesAndTitles Nov 2022 V1.0.txt"
+ )
+
+ df = pd.read_csv(file_path, sep="\t", dtype=str, header=None)
+ df = df.rename(columns={0: "opcs4", 1: "description"})
+
+ output_path = PROCESSED_PATH / "opcs4.parquet"
df.to_parquet(output_path, index=False)
logger.info(f"Extracted: {output_path}")
+
def extract_nhs_data_migrations():
- #NHS Data Migrations
-
- #snomed only
- file_path = DOWNLOADS_PATH / 'Mapping Tables' / 'Updated' / 'Clinically Assured' / 'sctcremap_uk_20200401000001.txt'
- df = pd.read_csv(file_path, sep='\t')
+ # NHS Data Migrations
+
+ # snomed only
+ file_path = (
+ DOWNLOADS_PATH
+ / "Mapping Tables"
+ / "Updated"
+ / "Clinically Assured"
+ / "sctcremap_uk_20200401000001.txt"
+ )
+ df = pd.read_csv(file_path, sep="\t")
df = df[["SCT_CONCEPTID"]]
- df = df.rename(columns={"SCT_CONCEPTID":"snomed"})
+ df = df.rename(columns={"SCT_CONCEPTID": "snomed"})
df = df.drop_duplicates()
df = df.astype(str)
- output_path = PROCESSED_PATH / 'snomed.parquet'
+ output_path = PROCESSED_PATH / "snomed.parquet"
df.to_parquet(output_path, index=False)
logger.info(f"Extracted: {output_path}")
-
- #r2 -> r3
- file_path = DOWNLOADS_PATH / 'Mapping Tables' / 'Updated' / 'Clinically Assured' / 'rctctv3map_uk_20200401000001.txt'
- df = pd.read_csv(file_path, sep='\t')
+
+ # r2 -> r3
+ file_path = (
+ DOWNLOADS_PATH
+ / "Mapping Tables"
+ / "Updated"
+ / "Clinically Assured"
+ / "rctctv3map_uk_20200401000001.txt"
+ )
+ df = pd.read_csv(file_path, sep="\t")
df = df[["V2_CONCEPTID", "CTV3_CONCEPTID"]]
- df = df.rename(columns={"V2_CONCEPTID":"read2",
- "CTV3_CONCEPTID":"read3"})
+ df = df.rename(columns={"V2_CONCEPTID": "read2", "CTV3_CONCEPTID": "read3"})
- output_path = PROCESSED_PATH / 'read2_to_read3.parquet'
+ output_path = PROCESSED_PATH / "read2_to_read3.parquet"
df.to_parquet(output_path, index=False)
logger.info(f"Extracted: {output_path}")
- #r3->r2
- file_path = DOWNLOADS_PATH / 'Mapping Tables' / 'Updated' / 'Clinically Assured' / 'ctv3rctmap_uk_20200401000002.txt'
- df = pd.read_csv(file_path, sep='\t')
+ # r3->r2
+ file_path = (
+ DOWNLOADS_PATH
+ / "Mapping Tables"
+ / "Updated"
+ / "Clinically Assured"
+ / "ctv3rctmap_uk_20200401000002.txt"
+ )
+ df = pd.read_csv(file_path, sep="\t")
df = df[["CTV3_CONCEPTID", "V2_CONCEPTID"]]
- df = df.rename(columns={"CTV3_CONCEPTID":"read3",
- "V2_CONCEPTID":"read2"})
+ df = df.rename(columns={"CTV3_CONCEPTID": "read3", "V2_CONCEPTID": "read2"})
df = df.drop_duplicates()
- df = df[~df["read2"].str.match("^.*_.*$")] #remove r2 codes with '_'
+ df = df[~df["read2"].str.match("^.*_.*$")] # remove r2 codes with '_'
- output_path = PROCESSED_PATH / 'read3_to_read2.parquet'
+ output_path = PROCESSED_PATH / "read3_to_read2.parquet"
df.to_parquet(output_path, index=False)
logger.info(f"Extracted: {output_path}")
-
- #r2 -> snomed
- file_path = DOWNLOADS_PATH / 'Mapping Tables' / 'Updated' / 'Clinically Assured' / 'rcsctmap2_uk_20200401000001.txt'
- df = pd.read_csv(file_path, sep='\t', dtype=str)
+
+ # r2 -> snomed
+ file_path = (
+ DOWNLOADS_PATH
+ / "Mapping Tables"
+ / "Updated"
+ / "Clinically Assured"
+ / "rcsctmap2_uk_20200401000001.txt"
+ )
+ df = pd.read_csv(file_path, sep="\t", dtype=str)
df = df[["ReadCode", "ConceptId"]]
- df = df.rename(columns={"ReadCode":"read2",
- "ConceptId":"snomed"})
+ df = df.rename(columns={"ReadCode": "read2", "ConceptId": "snomed"})
- output_path = PROCESSED_PATH / 'read2_to_snomed.parquet'
+ output_path = PROCESSED_PATH / "read2_to_snomed.parquet"
df.to_parquet(output_path, index=False)
logger.info(f"Extracted: {output_path}")
- #r3->snomed
- file_path = DOWNLOADS_PATH / 'Mapping Tables' / 'Updated' / 'Clinically Assured' / 'ctv3sctmap2_uk_20200401000001.txt'
- df = pd.read_csv(file_path, sep='\t', dtype=str)
+ # r3->snomed
+ file_path = (
+ DOWNLOADS_PATH
+ / "Mapping Tables"
+ / "Updated"
+ / "Clinically Assured"
+ / "ctv3sctmap2_uk_20200401000001.txt"
+ )
+ df = pd.read_csv(file_path, sep="\t", dtype=str)
df = df[["CTV3_TERMID", "SCT_CONCEPTID"]]
- df = df.rename(columns={"CTV3_TERMID":"read3",
- "SCT_CONCEPTID":"snomed"})
+ df = df.rename(columns={"CTV3_TERMID": "read3", "SCT_CONCEPTID": "snomed"})
df["snomed"] = df["snomed"].astype(str)
- df = df[~df["snomed"].str.match("^.*_.*$")] #remove snomed codes with '_'
+ df = df[~df["snomed"].str.match("^.*_.*$")] # remove snomed codes with '_'
- output_path = PROCESSED_PATH / 'read3_to_snomed.parquet'
+ output_path = PROCESSED_PATH / "read3_to_snomed.parquet"
df.to_parquet(output_path, index=False)
- logger.info(f"Extracted: {output_path}")
+ logger.info(f"Extracted: {output_path}")
+
def extract_nhs_read_browser():
- #r2 only
- input_path = DOWNLOADS_PATH / 'Standard' / 'V2' / 'ANCESTOR.DBF'
+ # r2 only
+ input_path = DOWNLOADS_PATH / "Standard" / "V2" / "ANCESTOR.DBF"
df = simpledbf.Dbf5(input_path).to_dataframe()
- df = pd.concat([df['READCODE'], df['DESCENDANT']])
+ df = pd.concat([df["READCODE"], df["DESCENDANT"]])
df = pd.DataFrame(df.drop_duplicates())
- df = df.rename(columns={0:"read2"})
- output_path = PROCESSED_PATH / 'read2.parquet'
+ df = df.rename(columns={0: "read2"})
+ output_path = PROCESSED_PATH / "read2.parquet"
df.to_parquet(output_path, index=False)
- logger.info(f"Extracted: {output_path}")
+ logger.info(f"Extracted: {output_path}")
- #r2 -> atc
- input_path = DOWNLOADS_PATH / 'Standard' / 'V2' / 'ATC.DBF'
+ # r2 -> atc
+ input_path = DOWNLOADS_PATH / "Standard" / "V2" / "ATC.DBF"
df = simpledbf.Dbf5(input_path).to_dataframe()
df = df[["READCODE", "ATC"]]
- df = df.rename(columns={"READCODE":"read2", "ATC":"atc"})
- output_path = PROCESSED_PATH / 'read2_to_atc.parquet'
+ df = df.rename(columns={"READCODE": "read2", "ATC": "atc"})
+ output_path = PROCESSED_PATH / "read2_to_atc.parquet"
df.to_parquet(output_path, index=False)
- logger.info(f"Extracted: {output_path}")
+ logger.info(f"Extracted: {output_path}")
- #r2 -> icd10
- input_path = DOWNLOADS_PATH / 'Standard' / 'V2' / 'ICD10.DBF'
- df = simpledbf.Dbf5(input_path).to_dataframe()
+ # r2 -> icd10
+ input_path = DOWNLOADS_PATH / "Standard" / "V2" / "ICD10.DBF"
+ df = simpledbf.Dbf5(input_path).to_dataframe()
df = df[["READ_CODE", "TARG_CODE"]]
- df = df.rename(columns={"READ_CODE":"read2", "TARG_CODE":"icd10"})
- df = df[~df["icd10"].str.match("^.*-.*$")] #remove codes with '-'
- df = df[~df["read2"].str.match("^.*-.*$")] #remove codes with '-'
- output_path = PROCESSED_PATH / 'read2_to_icd10.parquet'
+ df = df.rename(columns={"READ_CODE": "read2", "TARG_CODE": "icd10"})
+ df = df[~df["icd10"].str.match("^.*-.*$")] # remove codes with '-'
+ df = df[~df["read2"].str.match("^.*-.*$")] # remove codes with '-'
+ output_path = PROCESSED_PATH / "read2_to_icd10.parquet"
df.to_parquet(output_path, index=False)
- logger.info(f"Extracted: {output_path}")
+ logger.info(f"Extracted: {output_path}")
- #r2 -> opcs4
- input_path = DOWNLOADS_PATH / 'Standard' / 'V2' / 'OPCS4V3.DBF'
- df = simpledbf.Dbf5(input_path).to_dataframe()
+ # r2 -> opcs4
+ input_path = DOWNLOADS_PATH / "Standard" / "V2" / "OPCS4V3.DBF"
+ df = simpledbf.Dbf5(input_path).to_dataframe()
df = df[["READ_CODE", "TARG_CODE"]]
- df = df.rename(columns={"READ_CODE":"read2", "TARG_CODE":"opcs4"})
- df = df[~df["opcs4"].str.match("^.*-.*$")] #remove codes with '-'
- df = df[~df["read2"].str.match("^.*-.*$")] #remove codes with '-'
- output_path = PROCESSED_PATH / 'read2_to_opcs4.parquet'
+ df = df.rename(columns={"READ_CODE": "read2", "TARG_CODE": "opcs4"})
+ df = df[~df["opcs4"].str.match("^.*-.*$")] # remove codes with '-'
+ df = df[~df["read2"].str.match("^.*-.*$")] # remove codes with '-'
+ output_path = PROCESSED_PATH / "read2_to_opcs4.parquet"
df.to_parquet(output_path, index=False)
- logger.info(f"Extracted: {output_path}")
+ logger.info(f"Extracted: {output_path}")
- #r3 only
- input_path = DOWNLOADS_PATH / 'Standard' / 'V3' / 'ANCESTOR.DBF'
- df = simpledbf.Dbf5(input_path).to_dataframe()
- df = pd.concat([df['READCODE'], df['DESCENDANT']])
+ # r3 only
+ input_path = DOWNLOADS_PATH / "Standard" / "V3" / "ANCESTOR.DBF"
+ df = simpledbf.Dbf5(input_path).to_dataframe()
+ df = pd.concat([df["READCODE"], df["DESCENDANT"]])
df = pd.DataFrame(df.drop_duplicates())
- df = df.rename(columns={0:"read3"})
- output_path = PROCESSED_PATH / 'read3.parquet'
+ df = df.rename(columns={0: "read3"})
+ output_path = PROCESSED_PATH / "read3.parquet"
df.to_parquet(output_path, index=False)
- logger.info(f"Extracted: {output_path}")
+ logger.info(f"Extracted: {output_path}")
- #r3 -> icd10
- input_path = DOWNLOADS_PATH / 'Standard' / 'V3' / 'ICD10.DBF'
+ # r3 -> icd10
+ input_path = DOWNLOADS_PATH / "Standard" / "V3" / "ICD10.DBF"
df = simpledbf.Dbf5(input_path).to_dataframe()
df = df[["READ_CODE", "TARG_CODE"]]
- df = df.rename(columns={"READ_CODE":"read3", "TARG_CODE":"icd10"})
- df = df[~df["icd10"].str.match("^.*-.*$")] #remove codes with '-'
- df = df[~df["read3"].str.match("^.*-.*$")] #remove codes with '-'
- output_path = PROCESSED_PATH / 'read3_to_icd10.parquet'
+ df = df.rename(columns={"READ_CODE": "read3", "TARG_CODE": "icd10"})
+ df = df[~df["icd10"].str.match("^.*-.*$")] # remove codes with '-'
+ df = df[~df["read3"].str.match("^.*-.*$")] # remove codes with '-'
+ output_path = PROCESSED_PATH / "read3_to_icd10.parquet"
df.to_parquet(output_path, index=False)
- logger.info(f"Extracted: {output_path}")
+ logger.info(f"Extracted: {output_path}")
- #r3 -> icd9
+ # r3 -> icd9
# dbf = simpledbf.Dbf5('build/maps/downloads/Standard/V3/ICD9V3.DBF')
- #r3 -> opcs4
- input_path = DOWNLOADS_PATH / 'Standard' / 'V3' / 'OPCS4V3.DBF'
+ # r3 -> opcs4
+ input_path = DOWNLOADS_PATH / "Standard" / "V3" / "OPCS4V3.DBF"
df = simpledbf.Dbf5(input_path).to_dataframe()
df = df[["READ_CODE", "TARG_CODE"]]
- df = df.rename(columns={"READ_CODE":"read3", "TARG_CODE":"opcs4"})
- df = df[~df["opcs4"].str.match("^.*-.*$")] #remove codes with '-'
- df = df[~df["read3"].str.match("^.*-.*$")] #remove codes with '-'
- output_path = PROCESSED_PATH / 'read3_to_opcs4.parquet'
+ df = df.rename(columns={"READ_CODE": "read3", "TARG_CODE": "opcs4"})
+ df = df[~df["opcs4"].str.match("^.*-.*$")] # remove codes with '-'
+ df = df[~df["read3"].str.match("^.*-.*$")] # remove codes with '-'
+ output_path = PROCESSED_PATH / "read3_to_opcs4.parquet"
df.to_parquet(output_path, index=False)
- logger.info(f"Extracted: {output_path}")
+ logger.info(f"Extracted: {output_path}")
+
def create_map_directories():
- """Create map directories."""
+ """Create map directories."""
# Check if build directory exists
- create_map_dirs = False
- if VOCAB_PATH.exists():
- user_input = input(f"The map directory {VOCAB_PATH} already exists. Do you want to download and process trud data again? (y/n): ").strip().lower()
+ create_map_dirs = False
+ if VOCAB_PATH.exists():
+ user_input = (
+ input(
+ f"The map directory {VOCAB_PATH} already exists. Do you want to download and process trud data again? (y/n): "
+ )
+ .strip()
+ .lower()
+ )
if user_input == "y":
# delete all build files
shutil.rmtree(VOCAB_PATH)
@@ -263,92 +330,97 @@ def create_map_directories():
logger.info("Exiting TRUD installation")
sys.exit(0)
else:
- create_map_dirs = True
+ create_map_dirs = True
if create_map_dirs:
# create maps directories
VOCAB_PATH.mkdir(parents=True, exist_ok=True)
- DOWNLOADS_PATH.mkdir(parents=True, exist_ok=True)
- PROCESSED_PATH.mkdir(parents=True,exist_ok=True)
+ DOWNLOADS_PATH.mkdir(parents=True, exist_ok=True)
+ PROCESSED_PATH.mkdir(parents=True, exist_ok=True)
+
def install():
- logger.info(f"Installing TRUD")
-
- # get TRUD api key from environment variable
- api_key = os.getenv("ACMC_TRUD_API_KEY")
- if not api_key:
- raise ValueError("TRUD API KEY not found. Set the ACMC_TRUD_API_KEY environment variable.")
-
- create_map_directories()
-
- items_latest = True
- items = [
- {
- "id": 259,
- "name": "NHS ICD-10 5th Edition XML data files",
- "hash": "A4F7BBA6E86349AADD0F4696C5E91152EB99CC06121427FC359160439B9F883F",
- "extract": extract_icd10,
- },
- {
- "id": 119,
- "name": "OPCS-4 data files",
- "hash": "0615A2BF43FFEF94517F1D1E0C05493B627839F323F22C52CBCD8B40BF767CD3",
- "extract": extract_opsc4,
- },
- {
- "id": 9,
- "name": "NHS Data Migration",
- "hash": "D4317B3ADBA6E1247CF17F0B7CD2B8850FD36C0EA2923BF684EA6159F3A54765",
- "extract": extract_nhs_data_migrations,
- },
- {
- "id": 8,
- "name": "NHS Read Browser",
- "hash": "1FFF2CBF11D0E6D7FC6CC6F13DD52D2F459095C3D83A3F754E6C359F16913C5E",
- "extract": extract_nhs_read_browser,
- }
- # TODO: Download BNF from separate site? https://www.nhsbsa.nhs.uk/sites/default/files/2024-10/BNF%20Snomed%20Mapping%20data%2020241016.zip
- ]
-
- # save TRUD versions to file to main record of what was downloaded
- with open(VERSION_PATH, "w", encoding="utf-8") as f:
- # remove function from items
- data = [{k: v for k, v in d.items() if k != "extract"} for d in items]
- json.dump(data, f, indent=4)
-
- # Validate and process each item ID
- for item in items:
- item_id = item["id"]
- logger.info(f"--- {item['name']} ---")
-
- releases = get_releases(item_id, API_KEY=api_key, latest=items_latest)
- if not releases:
- error_exit(f"No releases found for item {item_id}.")
-
- # Process each release in reverse order
- for release_ordinal, release in enumerate(releases[::-1], 1):
- # Download archive file
- file_destination = download_release_file(item_id, release_ordinal, release, "archive")
-
- # Optional files
- # if items.checksum:
- # download_release_file(item["id"], release_ordinal, release, "checksum")
- # if items.signature:
- # download_release_file(item["id"], release_ordinal, release, "signature")
- # if items.public_key:
- # download_release_file(item["id"], release_ordinal, release, "publicKey", "public key")
-
- #Verify Hash if available
- if "hash" in item:
- validate_download_hash(file_destination, item["hash"])
-
- #Unzip downloaded .zip
- unzip_download(file_destination)
-
- #Extract Tables to parquet
- if "extract" in item:
- item["extract"]()
-
- logger.info(f"Downloaded {release_ordinal} release(s) for item {item_id}.")
-
- logger.info(f"TRUD installation completed")
\ No newline at end of file
+ logger.info(f"Installing TRUD")
+
+ # get TRUD api key from environment variable
+ api_key = os.getenv("ACMC_TRUD_API_KEY")
+ if not api_key:
+ raise ValueError(
+ "TRUD API KEY not found. Set the ACMC_TRUD_API_KEY environment variable."
+ )
+
+ create_map_directories()
+
+ items_latest = True
+ items = [
+ {
+ "id": 259,
+ "name": "NHS ICD-10 5th Edition XML data files",
+ "hash": "A4F7BBA6E86349AADD0F4696C5E91152EB99CC06121427FC359160439B9F883F",
+ "extract": extract_icd10,
+ },
+ {
+ "id": 119,
+ "name": "OPCS-4 data files",
+ "hash": "0615A2BF43FFEF94517F1D1E0C05493B627839F323F22C52CBCD8B40BF767CD3",
+ "extract": extract_opsc4,
+ },
+ {
+ "id": 9,
+ "name": "NHS Data Migration",
+ "hash": "D4317B3ADBA6E1247CF17F0B7CD2B8850FD36C0EA2923BF684EA6159F3A54765",
+ "extract": extract_nhs_data_migrations,
+ },
+ {
+ "id": 8,
+ "name": "NHS Read Browser",
+ "hash": "1FFF2CBF11D0E6D7FC6CC6F13DD52D2F459095C3D83A3F754E6C359F16913C5E",
+ "extract": extract_nhs_read_browser,
+ },
+ # TODO: Download BNF from separate site? https://www.nhsbsa.nhs.uk/sites/default/files/2024-10/BNF%20Snomed%20Mapping%20data%2020241016.zip
+ ]
+
+ # remove function from items to save versions
+ data = [{k: v for k, v in d.items() if k != "extract"} for d in items]
+ # save TRUD versions to file to main record of what was downloaded
+ with open(VERSION_PATH, "w") as file:
+ yaml.dump(data, file, default_flow_style=False, sort_keys=False)
+
+ # Validate and process each item ID
+ for item in items:
+ item_id = item["id"]
+ logger.info(f"--- {item['name']} ---")
+
+ releases = get_releases(item_id, API_KEY=api_key, latest=items_latest)
+ if not releases:
+ error_exit(f"No releases found for item {item_id}.")
+
+ # Process each release in reverse order
+ for release_ordinal, release in enumerate(releases[::-1], 1):
+ # Download archive file
+ file_destination = download_release_file(
+ item_id, release_ordinal, release, "archive"
+ )
+
+ # Optional files
+ # if items.checksum:
+ # download_release_file(item["id"], release_ordinal, release, "checksum")
+ # if items.signature:
+ # download_release_file(item["id"], release_ordinal, release, "signature")
+ # if items.public_key:
+ # download_release_file(item["id"], release_ordinal, release, "publicKey", "public key")
+
+ # Verify Hash if available
+ if "hash" in item:
+ validate_download_hash(file_destination, item["hash"])
+
+ # Unzip downloaded .zip
+ unzip_download(file_destination)
+
+ # Extract Tables to parquet
+ if "extract" in item:
+ item["extract"]()
+
+ logger.info(f"Downloaded {release_ordinal} release(s) for item {item_id}.")
+
+ logger.info(f"TRUD installation completed")
diff --git a/docs/api.md b/docs/api.md
new file mode 100644
index 0000000000000000000000000000000000000000..fe113c6a1500759d413611699ecd0b4002ec9902
--- /dev/null
+++ b/docs/api.md
@@ -0,0 +1,3 @@
+# API Reference
+
+::: acmc.module_name
\ No newline at end of file
diff --git a/docs/changelog.md b/docs/changelog.md
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/docs/contributing.md b/docs/contributing.md
new file mode 100644
index 0000000000000000000000000000000000000000..1c6ba5ecfdc8608ba2d51f0f346364c6afb4253c
--- /dev/null
+++ b/docs/contributing.md
@@ -0,0 +1,209 @@
+# Contributing - Development Guide
+
+## Prerequisites
+To install the ACMC package for development, ensure you have Python 3.9 or later installed.
+
+### Clone the Repository
+```sh
+git clone https://git.soton.ac.uk/meldb/concepts-processing.git
+cd concepts-processing
+```
+
+### Set Up a Virtual Environment
+It is recommended to use a virtual environment to manage dependencies.
+
+```sh
+python -m venv venv
+source venv/bin/activate # On Windows use `venv\Scripts\activate`
+```
+
+### Install Dependencies
+Using `hatch`, you can install the necessary dependencies easily.
+
+```sh
+pip install --upgrade pip
+pip install hatch
+```
+This will create a virtual environment with all required dependencies.
+
+## Development Environment
+
+We have two separate environments to ensure that development dependencies (such as testing tools, linters, or other utilities) don't interfere the production environment.
+
+- default environment: includes the core dependencies to run acmc (e.g., requests, etc.).
+- dev environment: includes additional tools for testing, code formatting, linting, and other development workflows (e.g., pytest, black, mypy, etc.).
+
+The development toos used include:
+
+- pytest: testing
+- mypy: type checking
+- black: code formatting
+
+### Activate the Development Environment
+To enter the (dev) development environment, use:
+
+```sh
+hatch shell dev
+```
+
+### Activate Production Environment
+To enter the (acmc) production environment, use:
+
+```sh
+hatch shell
+```
+
+### Deactivate Environment
+To exit an environment from hatch, use:
+
+```sh
+exit
+```
+
+### Running Tests
+To run tests using `pytest`, use:
+
+```sh
+hatch run pytest
+```
+
+### All code checks
+The project run all type and formatting checking
+
+```sh
+hatch run check
+```
+
+### Code Formatting
+The project uses `black` for code formatting. Ensure your code is properly formatted before committing
+
+To check if any of the code needs to be formatted, run black with the `--check` option
+
+```sh
+hatch run black --check .
+```
+
+To format the coode and modify the files, use
+
+```sh
+hatch run black .
+```
+
+### Type Checking
+The project uses `mypy` for type checking:
+
+```sh
+hatch run mypy .
+```
+
+## Building the Package
+To build the package, use:
+
+```sh
+hatch build
+```
+
+## Running the CLI
+The package provides a command-line interface (CLI) entry point.
+
+```sh
+acmc --help
+```
+
+## Contributing
+
+### GitLab Basic Workflow Overview
+
+1. Create an new issue in the [Issue Tracker](https://git.soton.ac.uk/meldb/concepts-processing/-/issues)
+
+2. Create a new branch for your feature
+
+You can do this from the issue page in GitLab by selecting "Create Branch", then checkout using:
+
+ ```sh
+ git pull origin
+ git checkout -b feature-branch origin/feature-branch
+ ```
+
+This works if someone has already created the branch and you want to work on it.
+
+You can also create a new branch in your local repo if it does not exist and it will be created when you push
+
+ ```sh
+ git checkout -b feature-branch
+ ```
+
+4. Make changes and commit them:
+ ```sh
+ git add .
+ git commit -m "Description of changes"
+ ```
+5. Push your branch:
+ ```sh
+ git push origin feature-branch
+ ```
+6. Open a merge request in GitLab.
+
+If you make changes, ensure all tests pass and code formatting is correct before submitting a merge request.
+
+## GitLab Workflow for Managing Releases
+
+### 1. Main Branch (`main`)
+- Represents the stable production-ready code.
+- Contains only release versions.
+- Direct commits are not allowed; changes must go through a pull request (PR) from `dev`.
+- Merges into `main` require authorization from a repository maintainer or admin.
+- Protected branch settings should enforce code reviews and approvals before merging.
+
+### 2. Development Branch (`dev`)
+- Used for integration and testing.
+- All feature branches must be merged here first before reaching `main`.
+- Regularly synced with `main` to keep it up to date.
+
+### 3. Feature Branches (`feature-xxx`)
+- Created for each issue or feature.
+- Always branch from `dev` based on an issue.
+- Named according to the issue number and short description (e.g., `feature-123-user-auth`).
+- Can be created directly from the issue page in GitLab by selecting "Create Branch".
+- Merged into `dev` through a pull request.
+
+## Pull Request Sequence
+
+1. **Create a Feature Branch**
+ - Branch from `dev`: `git checkout -b feature-xxx dev`
+ - Alternatively, create the branch from the issue itself in GitLab.
+ - Implement feature and commit changes following commit message guidelines.
+
+2. **Push the Branch**
+ - `git push origin feature-xxx`
+
+3. **Create a Merge Request (MR) to `dev`**
+ - Ensure code review and approvals before merging.
+ - Resolve conflicts if any.
+
+4. **Merge to `dev`**
+ - Squash and merge when approved.
+ - Delete feature branch after successful merge.
+
+5. **Release to `main`**
+ - Create a merge request from `dev` to `main`.
+ - Perform final testing.
+ - Tag the release with versioning (e.g., `v1.0.0`).
+ - Deploy to production after approval.
+ - Requires authorization from a repository maintainer or admin before merging.
+
+### Commit Message Guidelines
+- Use clear and descriptive commit messages.
+- Format: `<type>(<scope>): <description>`
+- Example: `docs: git workflow documentation (#issue)`
+- Types: `feat`, `fix`, `docs`, `refactor`, `test`, `chore`.
+
+## Additional Guidelines
+- Always pull the latest changes before starting a new feature: `git pull origin dev`
+- Write unit tests for new features.
+- Keep feature branches short-lived and regularly updated with `dev`.
+
+## Additional Resources
+- [Repository](https://git.soton.ac.uk/meldb/concepts-processing)
+- [Documentation](https://git.soton.ac.uk/meldb/concepts-processing/docs)
+- [Issue Tracker](https://git.soton.ac.uk/meldb/concepts-processing/-/issues)
\ No newline at end of file
diff --git a/docs/index.md b/docs/index.md
index 4ef8d115b4faa63c266b813f3791758a5ca3387b..ae1a3478131d698e6083c46fa053bbe8f7c83bca 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,16 +1,19 @@
-## Overview
+# ACMC Documentation
-### Workflow
+## Contents
-The high level steps to use the tools are outlined below:
+ - [Installation](./installation.md)
+ - [Usage](./usage.md)
+ - Tutorials
+ - [Example 1 - Basic local phenotype](./tutorials/example1.md)
+ - [Example 2 - More complex local phenotype](./tutorials/example2.md)
+ - [Example 3 - Using a remote git repository](./tutorials/example3.md)
+ - [API Reference](./api.md)
+ - [Contributing](./contributing.md)
+ - [Change Log](./changelog.md)
+ - [Troubleshooting](./troubleshooting.md)
-**1. Define concept sets:** A domain expert defines a list of [concept sets](#defining-concept-sets) for each observable characteristic of the phenotype using CSV file format (e.g., `PHEN_concept_sets.csv`).
-
-**2. Define concept code lists for concept sets:** A domain expert defines [code lists](#defining-concept-codes) for each concept set within the phenotype using supported coding list formats and stores them in the `/src` directory.
-
-**3. Define mapping from code lists to concept sets:** A domain expert defines a [phenotype mapping](#mapping-codes-to-concept-sets) that maps code lists to concept sets.
-
-**4. Generate versioned phenotype coding lists and translations:** A domain expert or data engineer processes the phenotype mappings [using the command line tool](#usage) to validate against NHS TRUD-registered codes and mapping and to generate versioned concept set code lists with translations between coding standards.
+### Overview
### Supported Medical Coding Standards
@@ -38,137 +41,3 @@ The tool supports verification and mapping across diagnostic coding formats belo
-## Usage
-
-The `acmc` command-line tool provides various commands to interact with TRUD, OMOP, and Phenotype data. Below are the usage details for each command.
-
-### General Syntax
-
-```bash
-acmc [OPTIONS] COMMAND [SUBCOMMAND] [ARGUMENTS]
-```
-
-Where:
-- `[OPTIONS]` are global options that apply to all commands (e.g., `--debug`, `--version`).
-- `[COMMAND]` is the top-level command (e.g., `trud`, `omop`, `phen`).
-- `[SUBCOMMAND]` refers to the specific operation within the command (e.g., `install`, `validate`).
-
-### Global Options
-
-- `--version`: Display the acmc tool version number
-- `--debug`: Enable debug mode for more verbose logging.
-
-### Commands
-
-#### TRUD Command
-
-The `trud` command is used for installing NHS TRUD vocabularies.
-
-- **Install TRUD**
-
- Install clinically assurred TRUD medical code mappings:
-
- ```bash
- acmc trud install
- ```
-
-#### OMOP Command
-
-The `omop` command is used for installing OMOP vocabularies.
-
-- **Install OMOP**
-
- Install vocabularies in a local OMOP database:
-
- ```bash
- acmc omop install -d <OMOP_DIRECTORY_PATH> -v <OMOP_VERSION>
- ```
-
- - `-d`, `--omop-dir`: (Optional) Directory path to extracted OMOP downloads, default is `./build/omop`
- - `-v`, `--version`: OMOP vocabularies release version.
-
-- **Clear OMOP**
-
- Clear data from the local OMOP database:
-
- ```bash
- acmc omop clear
- ```
-
-- **Delete OMOP**
-
- Delete the local OMOP database:
-
- ```bash
- acmc omop delete
- ```
-
-#### PHEN Command
-
-The `phen` command is used phenotype-related operations.
-
-- **Initialize Phenotype**
-
- Initialize a phenotype directory locally or from a remote git repository:
-
- ```bash
- acmc phen init -d <PHENOTYPE_DIRECTORY> -r <REMOTE_URL>
- ```
-
- - `-d`, `--phen-dir`: (Optional) Directory to write phenotype configuration (the default is ./build/phen).
- - `-r`, `--remote_url`: (Optional) URL to a remote git repository.
-
-- **Validate Phenotype**
-
- Validate the phenotype configuration:
-
- ```bash
- acmc phen validate -d <PHENOTYPE_DIRECTORY>
- ```
-
- - `-d`, `--phen-dir`: (Optional) Directory of phenotype configuration (the default is ./build/phen).
-
-- **Map Phenotype**
-
- Process phenotype mapping and specify the target coding and output format:
-
- ```bash
- acmc phen map -d <PHENOTYPE_DIRECTORY> -t <TARGET_CODING> -o <OUTPUT_FORMAT>
- ```
-
- - `-t`, `--target-coding`: Specify the target coding (e.g., `read2`, `read3`, `icd10`, `snomed`, `opcs4`).
- - `-d`, `--phen-dir`: (Optional) Directory of phenotype configuration (the default is ./build/phen).
- - `-o`, `--output`: Output format(s) (`csv`, `omop`, or both), default is 'csv'.
-
-- **Publish Phenotype Configuration**
-
- Publish a phenotype configuration, committing all changes and tagging with a new version number. If the phenotype has been initialised from a remote git URL, then the commit and new version tag will be pushed to the remote repo:
-
- ```bash
- acmc phen publish -d <PHENOTYPE_DIRECTORY>
- ```
-
- - `-d`, `--phen-dir`: (Optional) Directory of phenotype configuration (the default is ./build/phen).
-
-- **Copy Phenotype Configuration**
-
- Copy a phenotype configuration from a source directory to a target directory at a specific version. This is used when wanting to compare versions of phenotypes using the `acmc phen diff` command:
-
- ```bash
- acmc phen copy -d <PHENOTYPE_DIRECTORY> -td <TARGET_DIRECTORY> -v <PHENOTYPE_VERSION>
- ```
-
- - `-d`, `--phen-dir`: (Optional) Directory of phenotype configuration (the default is ./build/phen).
- - `-td`, `--target-dir`: (Optional) Directory to copy the phenotype configuration to, (the default is ./build).
- - `-v`, `--version`: The phenotype version to copy.
-
-- **Compare Phenotype Configurations**
-
- Compare a a new phenotype version with pervious version of a phenotype:
-
- ```bash
- acmc phen diff -d <NEW_PHENOTYPE_DIRECTORY> -old <OLD_PHENOTYPE_DIRECTORY>
- ```
-
- - `-d`, `--phen-dir`: (Optional) Directory of current phenotype configuration (the default is ./build/phen).
- - `-old`, `--phen-dir-old`: (Required) Directory of old phenotype version)
\ No newline at end of file
diff --git a/docs/installation.md b/docs/installation.md
new file mode 100644
index 0000000000000000000000000000000000000000..a501c3a69d4782f54cd1a0e87520524416f8bbfc
--- /dev/null
+++ b/docs/installation.md
@@ -0,0 +1 @@
+# ACMC Installation Guide
\ No newline at end of file
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
new file mode 100644
index 0000000000000000000000000000000000000000..d39abac886728a3d771701ec7da4779f2c4b142a
--- /dev/null
+++ b/docs/mkdocs.yml
@@ -0,0 +1,28 @@
+site_name: ACMC Documentation
+theme:
+ name: material
+ features:
+ - navigation.tabs
+ - navigation.expand
+ - content.code.copy
+nav:
+ - Home: index.md
+ - Installation: installation.md
+ - Usage: usage.md
+ - Contributing: contributing.md
+ - API Reference: api.md
+ - Tutorials:
+ - Example 1 - Basic local phenotype: ./tutorials/example1.md
+ - Example 2 - More complex local phenotype: ./tutorials/example2.md
+ - Example 3 - Using a remote git repository: ./tutorials/example3.md
+ - Contributing: contributing.md
+ - Change Log: changelog.md
+ - Troubleshooting: troubleshooting.md
+repo_url: https://git.soton.ac.uk/meldb/concepts-processing/
+plugins:
+ - search
+ - mkdocstrings:
+ handlers:
+ python:
+ options:
+ show_source: false
diff --git a/docs/troubleshooting.md b/docs/troubleshooting.md
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/docs/tutorials/example1.md b/docs/tutorials/example1.md
new file mode 100644
index 0000000000000000000000000000000000000000..562e2989c0714a59a0e50176cbdb905d1753e9a1
--- /dev/null
+++ b/docs/tutorials/example1.md
@@ -0,0 +1 @@
+# Example 1 Basic local phenotype
diff --git a/docs/tutorials/example2.md b/docs/tutorials/example2.md
new file mode 100644
index 0000000000000000000000000000000000000000..8c68b37e5b78098d5cddb0622728b5a223366315
--- /dev/null
+++ b/docs/tutorials/example2.md
@@ -0,0 +1 @@
+# Example 2 - More complex local phenotype
\ No newline at end of file
diff --git a/docs/tutorials/example3.md b/docs/tutorials/example3.md
new file mode 100644
index 0000000000000000000000000000000000000000..becc32fe5382e637ff8e682d9d89f1674326934b
--- /dev/null
+++ b/docs/tutorials/example3.md
@@ -0,0 +1 @@
+Example 3 - Using a remote git repository
\ No newline at end of file
diff --git a/docs/usage.md b/docs/usage.md
new file mode 100644
index 0000000000000000000000000000000000000000..1527165ea12c7f7d696f8ba70c011c35eb2e92a5
--- /dev/null
+++ b/docs/usage.md
@@ -0,0 +1,134 @@
+# ACMC Usage Guide
+
+The `acmc` command-line tool provides various commands to interact with TRUD, OMOP, and Phenotype data. Below are the usage details for each command.
+
+## General Syntax
+
+```bash
+acmc [OPTIONS] COMMAND [SUBCOMMAND] [ARGUMENTS]
+```
+
+Where:
+- `[OPTIONS]` are global options that apply to all commands (e.g., `--debug`, `--version`).
+- `[COMMAND]` is the top-level command (e.g., `trud`, `omop`, `phen`).
+- `[SUBCOMMAND]` refers to the specific operation within the command (e.g., `install`, `validate`).
+
+## Global Options
+
+- `--version`: Display the acmc tool version number
+- `--debug`: Enable debug mode for more verbose logging.
+
+## Commands
+
+### TRUD Command
+
+The `trud` command is used for installing NHS TRUD vocabularies.
+
+- **Install TRUD**
+
+ Install clinically assurred TRUD medical code mappings:
+
+ ```bash
+ acmc trud install
+ ```
+
+### OMOP Command
+
+The `omop` command is used for installing OMOP vocabularies.
+
+- **Install OMOP**
+
+ Install vocabularies in a local OMOP database:
+
+ ```bash
+ acmc omop install -d <OMOP_DIRECTORY_PATH> -v <OMOP_VERSION>
+ ```
+
+ - `-d`, `--omop-dir`: (Optional) Directory path to extracted OMOP downloads, default is `./build/omop`
+ - `-v`, `--version`: OMOP vocabularies release version.
+
+- **Clear OMOP**
+
+ Clear data from the local OMOP database:
+
+ ```bash
+ acmc omop clear
+ ```
+
+- **Delete OMOP**
+
+ Delete the local OMOP database:
+
+ ```bash
+ acmc omop delete
+ ```
+
+### PHEN Command
+
+The `phen` command is used phenotype-related operations.
+
+- **Initialize Phenotype**
+
+ Initialize a phenotype directory locally or from a remote git repository:
+
+ ```bash
+ acmc phen init -d <PHENOTYPE_DIRECTORY> -r <REMOTE_URL>
+ ```
+
+ - `-d`, `--phen-dir`: (Optional) Directory to write phenotype configuration (the default is ./build/phen).
+ - `-r`, `--remote_url`: (Optional) URL to a remote git repository.
+
+- **Validate Phenotype**
+
+ Validate the phenotype configuration:
+
+ ```bash
+ acmc phen validate -d <PHENOTYPE_DIRECTORY>
+ ```
+
+ - `-d`, `--phen-dir`: (Optional) Directory of phenotype configuration (the default is ./build/phen).
+
+- **Map Phenotype**
+
+ Process phenotype mapping and specify the target coding and output format:
+
+ ```bash
+ acmc phen map -d <PHENOTYPE_DIRECTORY> -t <TARGET_CODING> -o <OUTPUT_FORMAT>
+ ```
+
+ - `-t`, `--target-coding`: Specify the target coding (e.g., `read2`, `read3`, `icd10`, `snomed`, `opcs4`).
+ - `-d`, `--phen-dir`: (Optional) Directory of phenotype configuration (the default is ./build/phen).
+ - `-o`, `--output`: Output format(s) (`csv`, `omop`, or both), default is 'csv'.
+
+- **Publish Phenotype Configuration**
+
+ Publish a phenotype configuration, committing all changes and tagging with a new version number. If the phenotype has been initialised from a remote git URL, then the commit and new version tag will be pushed to the remote repo:
+
+ ```bash
+ acmc phen publish -d <PHENOTYPE_DIRECTORY>
+ ```
+
+ - `-d`, `--phen-dir`: (Optional) Directory of phenotype configuration (the default is ./build/phen).
+
+- **Copy Phenotype Configuration**
+
+ Copy a phenotype configuration from a source directory to a target directory at a specific version. This is used when wanting to compare versions of phenotypes using the `acmc phen diff` command:
+
+ ```bash
+ acmc phen copy -d <PHENOTYPE_DIRECTORY> -td <TARGET_DIRECTORY> -v <PHENOTYPE_VERSION>
+ ```
+
+ - `-d`, `--phen-dir`: (Optional) Directory of phenotype configuration (the default is ./build/phen).
+ - `-td`, `--target-dir`: (Optional) Directory to copy the phenotype configuration to, (the default is ./build).
+ - `-v`, `--version`: The phenotype version to copy.
+
+- **Compare Phenotype Configurations**
+
+ Compare a a new phenotype version with pervious version of a phenotype:
+
+ ```bash
+ acmc phen diff -d <NEW_PHENOTYPE_DIRECTORY> -old <OLD_PHENOTYPE_DIRECTORY>
+ ```
+
+ - `-d`, `--phen-dir`: (Optional) Directory of current phenotype configuration (the default is ./build/phen).
+ - `-old`, `--phen-dir-old`: (Required) Directory of old phenotype version)
\ No newline at end of file
diff --git a/examples/codes/hanlon/Hanlon_drug_read_codes.csv b/examples/codes/hanlon/Hanlon_drug_read_codes.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e43045c885bdb6a0520078270d36e2d69879bfd
--- /dev/null
+++ b/examples/codes/hanlon/Hanlon_drug_read_codes.csv
@@ -0,0 +1,3878 @@
+,drug_diagnosis_name,name,readcode,atc_code,type
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+196,anxiety, ,d2... ,N05B,include
+197,anxiety,alprazolam,d22.. ,N05BA12,include
+198,anxiety,alprazolam,d221. ,N05BA12,include
+199,anxiety,alprazolam,d222. ,N05BA12,include
+200,anxiety,alprazolam,d22y. ,N05BA12,include
+201,anxiety,alprazolam,d22z. ,N05BA12,include
+202,anxiety,bromazepam,d23.. ,N05BA08,include
+203,anxiety,bromazepam,d231. ,N05BA08,include
+204,anxiety,bromazepam,d232. ,N05BA08,include
+205,anxiety,bromazepam,d23y. ,N05BA08,include
+206,anxiety,bromazepam,d23z. ,N05BA08,include
+207,anxiety,buspirone,d2f.. ,N05BE01,include
+208,anxiety,buspirone,d2f1. ,N05BE01,include
+209,anxiety,buspirone,d2f2. ,N05BE01,include
+210,anxiety,buspirone,d2f3. ,N05BE01,include
+211,anxiety,buspirone,d2f4. ,N05BE01,include
+212,anxiety,buspirone,d2f5. ,N05BE01,include
+213,anxiety,chlordiazepoxide,d24.. ,N05BA02,include
+214,anxiety,chlordiazepoxide,d241. ,N05BA02,include
+215,anxiety,chlordiazepoxide,d242. ,N05BA02,include
+216,anxiety,chlordiazepoxide,d243. ,N05BA02,include
+217,anxiety,chlordiazepoxide,d244. ,N05BA02,include
+218,anxiety,chlordiazepoxide,d245. ,N05BA02,include
+219,anxiety,chlordiazepoxide,d246. ,N05BA02,include
+220,anxiety,chlordiazepoxide,d247. ,N05BA02,include
+221,anxiety,chlordiazepoxide,d248. ,N05BA02,include
+222,anxiety,chlordiazepoxide,d249. ,N05BA02,include
+223,anxiety,chlordiazepoxide,d24a. ,N05BA02,include
+224,anxiety,chlordiazepoxide,d24b. ,N05BA02,include
+225,anxiety,chlordiazepoxide,d24c. ,N05BA02,include
+226,anxiety,chlordiazepoxide,d24d. ,N05BA02,include
+227,anxiety,chlordiazepoxide,d24e. ,N05BA02,include
+228,anxiety,chlordiazepoxide,d24f. ,N05BA02,include
+229,anxiety,chlordiazepoxide,d24g. ,N05BA02,include
+230,anxiety,chlordiazepoxide,d24h. ,N05BA02,include
+231,anxiety,chlordiazepoxide,d24i. ,N05BA02,include
+232,anxiety,chlordiazepoxide,d24j. ,N05BA02,include
+233,anxiety,clobazam,d26.. ,N05BA09,include
+234,anxiety,clobazam,d261. ,N05BA09,include
+235,anxiety,clobazam,d262. ,N05BA09,include
+236,anxiety,clobazam,d263. ,N05BA09,include
+237,anxiety,clobazam,d264. ,N05BA09,include
+238,anxiety,clobazam,d265. ,N05BA09,include
+239,anxiety,clobazam,d266. ,N05BA09,include
+240,anxiety,clobazam,d267. ,N05BA09,include
+241,anxiety,clobazam,d268. ,N05BA09,include
+242,anxiety,diazepam,d21.. ,N05BA01,include
+243,anxiety,diazepam,d211. ,N05BA01,include
+244,anxiety,diazepam,d212. ,N05BA01,include
+245,anxiety,diazepam,d213. ,N05BA01,include
+246,anxiety,diazepam,d214. ,N05BA01,include
+247,anxiety,diazepam,d215. ,N05BA01,include
+248,anxiety,diazepam,d216. ,N05BA01,include
+249,anxiety,diazepam,d217. ,N05BA01,include
+250,anxiety,diazepam,d218. ,N05BA01,include
+251,anxiety,diazepam,d219. ,N05BA01,include
+252,anxiety,diazepam,d21a. ,N05BA01,include
+253,anxiety,diazepam,d21A. ,N05BA01,include
+254,anxiety,diazepam,d21b. ,N05BA01,include
+255,anxiety,diazepam,d21B. ,N05BA01,include
+256,anxiety,diazepam,d21c. ,N05BA01,include
+257,anxiety,diazepam,d21C. ,N05BA01,include
+258,anxiety,diazepam,d21d. ,N05BA01,include
+259,anxiety,diazepam,d21D. ,N05BA01,include
+260,anxiety,diazepam,d21e. ,N05BA01,include
+261,anxiety,diazepam,d21E. ,N05BA01,include
+262,anxiety,diazepam,d21f. ,N05BA01,include
+263,anxiety,diazepam,d21F. ,N05BA01,include
+264,anxiety,diazepam,d21g. ,N05BA01,include
+265,anxiety,diazepam,d21G. ,N05BA01,include
+266,anxiety,diazepam,d21h. ,N05BA01,include
+267,anxiety,diazepam,d21J. ,N05BA01,include
+268,anxiety,diazepam,d21k. ,N05BA01,include
+269,anxiety,diazepam,d21l. ,N05BA01,include
+270,anxiety,diazepam,d21m. ,N05BA01,include
+271,anxiety,diazepam,d21n. ,N05BA01,include
+272,anxiety,diazepam,d21o. ,N05BA01,include
+273,anxiety,diazepam,d21p. ,N05BA01,include
+274,anxiety,diazepam,d21q. ,N05BA01,include
+275,anxiety,diazepam,d21r. ,N05BA01,include
+276,anxiety,diazepam,d21s. ,N05BA01,include
+277,anxiety,diazepam,d21t. ,N05BA01,include
+278,anxiety,diazepam,d21u. ,N05BA01,include
+279,anxiety,diazepam,d21v. ,N05BA01,include
+280,anxiety,diazepam,d21y. ,N05BA01,include
+281,anxiety,diazepam,d21z. ,N05BA01,include
+282,anxiety,diazepam,o53.. ,N05BA01,include
+283,anxiety,diazepam,o531. ,N05BA01,include
+284,anxiety,diazepam,o532. ,N05BA01,include
+285,anxiety,diazepam,o533. ,N05BA01,include
+286,anxiety,diazepam,o534. ,N05BA01,include
+287,anxiety,diazepam,o535. ,N05BA01,include
+288,anxiety,hydroxyzine,d28.. ,N05BB01,include
+289,anxiety,hydroxyzine,d281. ,N05BB01,include
+290,anxiety,hydroxyzine,d282. ,N05BB01,include
+291,anxiety,hydroxyzine,d283. ,N05BB01,include
+292,anxiety,hydroxyzine,d284. ,N05BB01,include
+293,anxiety,hydroxyzine,d285. ,N05BB01,include
+294,anxiety,hydroxyzine,d28x. ,N05BB01,include
+295,anxiety,hydroxyzine,d28y. ,N05BB01,include
+296,anxiety,hydroxyzine,d28z. ,N05BB01,include
+297,anxiety,ketazolam,d29.. ,N05BA10,include
+298,anxiety,ketazolam,d291. ,N05BA10,include
+299,anxiety,ketazolam,d292. ,N05BA10,include
+300,anxiety,ketazolam,d29y. ,N05BA10,include
+301,anxiety,ketazolam,d29z. ,N05BA10,include
+302,anxiety,lorazepam,d2a.. ,N05BA06,include
+303,anxiety,lorazepam,d2a1. ,N05BA06,include
+304,anxiety,lorazepam,d2a2. ,N05BA06,include
+305,anxiety,lorazepam,d2a3. ,N05BA06,include
+306,anxiety,lorazepam,d2a4. ,N05BA06,include
+307,anxiety,lorazepam,d2a5. ,N05BA06,include
+308,anxiety,lorazepam,d2a6. ,N05BA06,include
+309,anxiety,lorazepam,d2a7. ,N05BA06,include
+310,anxiety,lorazepam,d2az. ,N05BA06,include
+311,anxiety,lorazepam,do41. ,N05BA06,include
+312,anxiety,medazepam,d2b.. ,N05BA03,include
+313,anxiety,medazepam,d2b1. ,N05BA03,include
+314,anxiety,medazepam,d2b2. ,N05BA03,include
+315,anxiety,medazepam,d2by. ,N05BA03,include
+316,anxiety,medazepam,d2bz. ,N05BA03,include
+317,anxiety,meprobamate,d2c.. ,N05BC01,include
+318,anxiety,meprobamate,d2c1. ,N05BC01,include
+319,anxiety,meprobamate,d2c2. ,N05BC01,include
+320,anxiety,meprobamate,d2c3. ,N05BC01,include
+321,anxiety,meprobamate,d2c4. ,N05BC01,include
+322,anxiety,meprobamate,d2c5. ,N05BC01,include
+323,anxiety,meprobamate,d2c6. ,N05BC01,include
+324,anxiety,oxazepam,d2d.. ,N05BA04,include
+325,anxiety,oxazepam,d2d1. ,N05BA04,include
+326,anxiety,oxazepam,d2d2. ,N05BA04,include
+327,anxiety,oxazepam,d2d3. ,N05BA04,include
+328,anxiety,oxazepam,d2d4. ,N05BA04,include
+329,anxiety,oxazepam,d2d5. ,N05BA04,include
+330,anxiety,oxazepam,d2d6. ,N05BA04,include
+331,anxiety,oxazepam,d2d7. ,N05BA04,include
+332,anxiety,potassium clorazepate,d27.. ,N05BA05,include
+333,anxiety,potassium clorazepate,d271. ,N05BA05,include
+334,anxiety,potassium clorazepate,d272. ,N05BA05,include
+335,anxiety,potassium clorazepate,d27y. ,N05BA05,include
+336,anxiety,potassium clorazepate,d27z. ,N05BA05,include
+337,anxiety,prazepam,d2e.. ,N05BA11,include
+338,anxiety,prazepam,d2e1. ,N05BA11,include
+339,anxiety,prazepam,d2ez. ,N05BA11,include
+340,asthma, ,c1... ,R03,include
+341,asthma, ,c3... ,R03BB,include
+342,asthma, ,c4... ,R03DA,include
+343,asthma, ,cA... ,R03DC,include
+344,asthma, ,cl... ,R03DX,include
+345,asthma,aclidinium bromide,c34.. ,R03BB05,include
+346,asthma,aclidinium bromide,c341. ,R03BB05,include
+347,asthma,aclidinium bromide,c342. ,R03BB05,include
+348,asthma,aminophylline,c41.. ,R03DA05,include
+349,asthma,aminophylline,c411. ,R03DA05,include
+350,asthma,aminophylline,c412. ,R03DA05,include
+351,asthma,aminophylline,c413. ,R03DA05,include
+352,asthma,aminophylline,c414. ,R03DA05,include
+353,asthma,aminophylline,c415. ,R03DA05,include
+354,asthma,aminophylline,c416. ,R03DA05,include
+355,asthma,aminophylline,c417. ,R03DA05,include
+356,asthma,aminophylline,c418. ,R03DA05,include
+357,asthma,aminophylline,c41a. ,R03DA05,include
+358,asthma,aminophylline,c41A. ,R03DA05,include
+359,asthma,aminophylline,c41b. ,R03DA05,include
+360,asthma,aminophylline,c41B. ,R03DA05,include
+361,asthma,aminophylline,c41c. ,R03DA05,include
+362,asthma,aminophylline,c41C. ,R03DA05,include
+363,asthma,aminophylline,c41d. ,R03DA05,include
+364,asthma,aminophylline,c41e. ,R03DA05,include
+365,asthma,aminophylline,c41f. ,R03DA05,include
+366,asthma,aminophylline,c41g. ,R03DA05,include
+367,asthma,aminophylline,c41h. ,R03DA05,include
+368,asthma,aminophylline,c41i. ,R03DA05,include
+369,asthma,aminophylline,c41j. ,R03DA05,include
+370,asthma,aminophylline,c41k. ,R03DA05,include
+371,asthma,aminophylline,c41m. ,R03DA05,include
+372,asthma,bambuterol,c1B.. ,R03CC12,include
+373,asthma,bambuterol,c1B1. ,R03CC12,include
+374,asthma,bambuterol,c1B2. ,R03CC12,include
+375,asthma,bambuterol,c1B3. ,R03CC12,include
+376,asthma,bambuterol,c1B4. ,R03CC12,include
+377,asthma,beclometasone,c61.. ,R03BA01,include
+378,asthma,beclometasone,c611. ,R03BA01,include
+379,asthma,beclometasone,c612. ,R03BA01,include
+380,asthma,beclometasone,c613. ,R03BA01,include
+381,asthma,beclometasone,c614. ,R03BA01,include
+382,asthma,beclometasone,c616. ,R03BA01,include
+383,asthma,beclometasone,c617. ,R03BA01,include
+384,asthma,beclometasone,c619. ,R03BA01,include
+385,asthma,beclometasone,c61a. ,R03BA01,include
+386,asthma,beclometasone,c61A. ,R03BA01,include
+387,asthma,beclometasone,c61b. ,R03BA01,include
+388,asthma,beclometasone,c61B. ,R03BA01,include
+389,asthma,beclometasone,c61c. ,R03BA01,include
+390,asthma,beclometasone,c61C. ,R03BA01,include
+391,asthma,beclometasone,c61d. ,R03BA01,include
+392,asthma,beclometasone,c61D. ,R03BA01,include
+393,asthma,beclometasone,c61e. ,R03BA01,include
+394,asthma,beclometasone,c61E. ,R03BA01,include
+395,asthma,beclometasone,c61f. ,R03BA01,include
+396,asthma,beclometasone,c61F. ,R03BA01,include
+397,asthma,beclometasone,c61g. ,R03BA01,include
+398,asthma,beclometasone,c61G. ,R03BA01,include
+399,asthma,beclometasone,c61h. ,R03BA01,include
+400,asthma,beclometasone,c61H. ,R03BA01,include
+401,asthma,beclometasone,c61i. ,R03BA01,include
+402,asthma,beclometasone,c61j. ,R03BA01,include
+403,asthma,beclometasone,c61J. ,R03BA01,include
+404,asthma,beclometasone,c61k. ,R03BA01,include
+405,asthma,beclometasone,c61K. ,R03BA01,include
+406,asthma,beclometasone,c61l. ,R03BA01,include
+407,asthma,beclometasone,c61L. ,R03BA01,include
+408,asthma,beclometasone,c61m. ,R03BA01,include
+409,asthma,beclometasone,c61M. ,R03BA01,include
+410,asthma,beclometasone,c61n. ,R03BA01,include
+411,asthma,beclometasone,c61N. ,R03BA01,include
+412,asthma,beclometasone,c61O. ,R03BA01,include
+413,asthma,beclometasone,c61p. ,R03BA01,include
+414,asthma,beclometasone,c61P. ,R03BA01,include
+415,asthma,beclometasone,c61q. ,R03BA01,include
+416,asthma,beclometasone,c61Q. ,R03BA01,include
+417,asthma,beclometasone,c61r. ,R03BA01,include
+418,asthma,beclometasone,c61R. ,R03BA01,include
+419,asthma,beclometasone,c61s. ,R03BA01,include
+420,asthma,beclometasone,c61S. ,R03BA01,include
+421,asthma,beclometasone,c61t. ,R03BA01,include
+422,asthma,beclometasone,c61T. ,R03BA01,include
+423,asthma,beclometasone,c61u. ,R03BA01,include
+424,asthma,beclometasone,c61v. ,R03BA01,include
+425,asthma,beclometasone,c61V. ,R03BA01,include
+426,asthma,beclometasone,c61w. ,R03BA01,include
+427,asthma,beclometasone,c61W. ,R03BA01,include
+428,asthma,beclometasone,c61x. ,R03BA01,include
+429,asthma,beclometasone,c61X. ,R03BA01,include
+430,asthma,beclometasone,c61y. ,R03BA01,include
+431,asthma,beclometasone,c61Y. ,R03BA01,include
+432,asthma,beclometasone,c61z. ,R03BA01,include
+433,asthma,beclometasone,c61Z. ,R03BA01,include
+434,asthma,beclometasone,c66.. ,R03BA01,include
+435,asthma,beclometasone,c661. ,R03BA01,include
+436,asthma,beclometasone,c662. ,R03BA01,include
+437,asthma,beclometasone,c663. ,R03BA01,include
+438,asthma,beclometasone,c664. ,R03BA01,include
+439,asthma,beclometasone,c665. ,R03BA01,include
+440,asthma,beclometasone,c666. ,R03BA01,include
+441,asthma,beclometasone,c667. ,R03BA01,include
+442,asthma,beclometasone,c668. ,R03BA01,include
+443,asthma,beclometasone,c669. ,R03BA01,include
+444,asthma,beclometasone,c66a. ,R03BA01,include
+445,asthma,beclometasone,c66A. ,R03BA01,include
+446,asthma,beclometasone,c66b. ,R03BA01,include
+447,asthma,beclometasone,c66B. ,R03BA01,include
+448,asthma,beclometasone,c66c. ,R03BA01,include
+449,asthma,beclometasone,c66C. ,R03BA01,include
+450,asthma,beclometasone,c66d. ,R03BA01,include
+451,asthma,beclometasone,c66D. ,R03BA01,include
+452,asthma,beclometasone,c66e. ,R03BA01,include
+453,asthma,beclometasone,c66E. ,R03BA01,include
+454,asthma,beclometasone,c66f. ,R03BA01,include
+455,asthma,beclometasone,c66F. ,R03BA01,include
+456,asthma,beclometasone,c66g. ,R03BA01,include
+457,asthma,beclometasone,c66G. ,R03BA01,include
+458,asthma,beclometasone,c66h. ,R03BA01,include
+459,asthma,beclometasone,c66H. ,R03BA01,include
+460,asthma,beclometasone,c66I. ,R03BA01,include
+461,asthma,beclometasone,c66J. ,R03BA01,include
+462,asthma,beclometasone,c66K. ,R03BA01,include
+463,asthma,beclometasone,c66L. ,R03BA01,include
+464,asthma,beclometasone,c66M. ,R03BA01,include
+465,asthma,beclometasone,c66N. ,R03BA01,include
+466,asthma,beclometasone,c66P. ,R03BA01,include
+467,asthma,beclometasone,c66Q. ,R03BA01,include
+468,asthma,beclometasone,c66R. ,R03BA01,include
+469,asthma,beclometasone,c66S. ,R03BA01,include
+470,asthma,beclometasone,c66T. ,R03BA01,include
+471,asthma,beclometasone,c66U. ,R03BA01,include
+472,asthma,beclometasone,c66V. ,R03BA01,include
+473,asthma,beclometasone,c66W. ,R03BA01,include
+474,asthma,beclometasone,c66X. ,R03BA01,include
+475,asthma,beclometasone,c66Y. ,R03BA01,include
+476,asthma,beclometasone,c66Z. ,R03BA01,include
+477,asthma,betamethasone,c63.. ,R03BA04,include
+478,asthma,betamethasone,c631. ,R03BA04,include
+479,asthma,betamethasone,c63z. ,R03BA04,include
+480,asthma,budesonide,c64.. ,R03BA02,include
+481,asthma,budesonide,c641. ,R03BA02,include
+482,asthma,budesonide,c642. ,R03BA02,include
+483,asthma,budesonide,c643. ,R03BA02,include
+484,asthma,budesonide,c644. ,R03BA02,include
+485,asthma,budesonide,c645. ,R03BA02,include
+486,asthma,budesonide,c647. ,R03BA02,include
+487,asthma,budesonide,c648. ,R03BA02,include
+488,asthma,budesonide,c649. ,R03BA02,include
+489,asthma,budesonide,c64a. ,R03BA02,include
+490,asthma,budesonide,c64A. ,R03BA02,include
+491,asthma,budesonide,c64b. ,R03BA02,include
+492,asthma,budesonide,c64B. ,R03BA02,include
+493,asthma,budesonide,c64c. ,R03BA02,include
+494,asthma,budesonide,c64C. ,R03BA02,include
+495,asthma,budesonide,c64d. ,R03BA02,include
+496,asthma,budesonide,c64D. ,R03BA02,include
+497,asthma,budesonide,c64e. ,R03BA02,include
+498,asthma,budesonide,c64E. ,R03BA02,include
+499,asthma,budesonide,c64F. ,R03BA02,include
+500,asthma,budesonide,c64g. ,R03BA02,include
+501,asthma,budesonide,c64G. ,R03BA02,include
+502,asthma,budesonide,c64h. ,R03BA02,include
+503,asthma,budesonide,c64H. ,R03BA02,include
+504,asthma,budesonide,c64i. ,R03BA02,include
+505,asthma,budesonide,c64I. ,R03BA02,include
+506,asthma,budesonide,c64j. ,R03BA02,include
+507,asthma,budesonide,c64J. ,R03BA02,include
+508,asthma,budesonide,c64k. ,R03BA02,include
+509,asthma,budesonide,c64K. ,R03BA02,include
+510,asthma,budesonide,c64l. ,R03BA02,include
+511,asthma,budesonide,c64L. ,R03BA02,include
+512,asthma,budesonide,c64m. ,R03BA02,include
+513,asthma,budesonide,c64M. ,R03BA02,include
+514,asthma,budesonide,c64n. ,R03BA02,include
+515,asthma,budesonide,c64N. ,R03BA02,include
+516,asthma,budesonide,c64o. ,R03BA02,include
+517,asthma,budesonide,c64p. ,R03BA02,include
+518,asthma,budesonide,c64u. ,R03BA02,include
+519,asthma,budesonide,c64v. ,R03BA02,include
+520,asthma,budesonide,c64w. ,R03BA02,include
+521,asthma,budesonide,c64x. ,R03BA02,include
+522,asthma,budesonide,c64y. ,R03BA02,include
+523,asthma,budesonide,c64z. ,R03BA02,include
+524,asthma,choline theophyllinate,c42.. ,R03DA02,include
+525,asthma,choline theophyllinate,c421. ,R03DA02,include
+526,asthma,choline theophyllinate,c422. ,R03DA02,include
+527,asthma,choline theophyllinate,c423. ,R03DA02,include
+528,asthma,choline theophyllinate,c424. ,R03DA02,include
+529,asthma,choline theophyllinate,c42w. ,R03DA02,include
+530,asthma,choline theophyllinate,c42x. ,R03DA02,include
+531,asthma,choline theophyllinate,c42y. ,R03DA02,include
+532,asthma,choline theophyllinate,c42z. ,R03DA02,include
+533,asthma,ciclesonide,c69.. ,R03BA08,include
+534,asthma,ciclesonide,c691. ,R03BA08,include
+535,asthma,ciclesonide,c692. ,R03BA08,include
+536,asthma,ciclesonide,c69y. ,R03BA08,include
+537,asthma,ciclesonide,c69z. ,R03BA08,include
+538,asthma,cromoglicic acid,c71.. ,R03BC01,include
+539,asthma,cromoglicic acid,c711. ,R03BC01,include
+540,asthma,cromoglicic acid,c712. ,R03BC01,include
+541,asthma,cromoglicic acid,c713. ,R03BC01,include
+542,asthma,cromoglicic acid,c714. ,R03BC01,include
+543,asthma,cromoglicic acid,c715. ,R03BC01,include
+544,asthma,cromoglicic acid,c716. ,R03BC01,include
+545,asthma,cromoglicic acid,c717. ,R03BC01,include
+546,asthma,cromoglicic acid,c718. ,R03BC01,include
+547,asthma,cromoglicic acid,c719. ,R03BC01,include
+548,asthma,cromoglicic acid,c71a. ,R03BC01,include
+549,asthma,cromoglicic acid,c71b. ,R03BC01,include
+550,asthma,cromoglicic acid,c71c. ,R03BC01,include
+551,asthma,cromoglicic acid,c71d. ,R03BC01,include
+552,asthma,cromoglicic acid,c71e. ,R03BC01,include
+553,asthma,cromoglicic acid,c71f. ,R03BC01,include
+554,asthma,cromoglicic acid,c71g. ,R03BC01,include
+555,asthma,cromoglicic acid,c71h. ,R03BC01,include
+556,asthma,cromoglicic acid,c71i. ,R03BC01,include
+557,asthma,cromoglicic acid,c71j. ,R03BC01,include
+558,asthma,cromoglicic acid,c71k. ,R03BC01,include
+559,asthma,ephedrine,c22.. ,R03CA02,include
+560,asthma,ephedrine,c221. ,R03CA02,include
+561,asthma,ephedrine,c222. ,R03CA02,include
+562,asthma,ephedrine,c223. ,R03CA02,include
+563,asthma,ephedrine,c224. ,R03CA02,include
+564,asthma,ephedrine,c225. ,R03CA02,include
+565,asthma,ephedrine,c226. ,R03CA02,include
+566,asthma,ephedrine,c227. ,R03CA02,include
+567,asthma,epinephrine,c21.. ,R03AA01,include
+568,asthma,epinephrine,c213. ,R03AA01,include
+569,asthma,epinephrine,c216. ,R03AA01,include
+570,asthma,fenoterol,c15.. ,R03AC04,include
+571,asthma,fenoterol,c151. ,R03AC04,include
+572,asthma,fenoterol,c152. ,R03AC04,include
+573,asthma,fenoterol,c153. ,R03AC04,include
+574,asthma,fenoterol,c154. ,R03AC04,include
+575,asthma,fenoterol,c15y. ,R03AC04,include
+576,asthma,fenoterol,c15z. ,R03AC04,include
+577,asthma,fenoterol and other drugs for obstructive airway diseases,c51A. ,R03AK03,include
+578,asthma,fenoterol and other drugs for obstructive airway diseases,c51B. ,R03AK03,include
+579,asthma,fenoterol and other drugs for obstructive airway diseases,c51i. ,R03AK03,include
+580,asthma,fenoterol and other drugs for obstructive airway diseases,c51v. ,R03AK03,include
+581,asthma,fenoterol and other drugs for obstructive airway diseases,c51w. ,R03AK03,include
+582,asthma,fenoterol and other drugs for obstructive airway diseases,c51x. ,R03AK03,include
+583,asthma,fluticasone,c65.. ,R03BA05,include
+584,asthma,fluticasone,c651. ,R03BA05,include
+585,asthma,fluticasone,c652. ,R03BA05,include
+586,asthma,fluticasone,c653. ,R03BA05,include
+587,asthma,fluticasone,c654. ,R03BA05,include
+588,asthma,fluticasone,c655. ,R03BA05,include
+589,asthma,fluticasone,c656. ,R03BA05,include
+590,asthma,fluticasone,c657. ,R03BA05,include
+591,asthma,fluticasone,c658. ,R03BA05,include
+592,asthma,fluticasone,c659. ,R03BA05,include
+593,asthma,fluticasone,c65a. ,R03BA05,include
+594,asthma,fluticasone,c65A. ,R03BA05,include
+595,asthma,fluticasone,c65b. ,R03BA05,include
+596,asthma,fluticasone,c65B. ,R03BA05,include
+597,asthma,fluticasone,c65c. ,R03BA05,include
+598,asthma,fluticasone,c65C. ,R03BA05,include
+599,asthma,fluticasone,c65d. ,R03BA05,include
+600,asthma,fluticasone,c65D. ,R03BA05,include
+601,asthma,fluticasone,c65e. ,R03BA05,include
+602,asthma,fluticasone,c65E. ,R03BA05,include
+603,asthma,fluticasone,c65f. ,R03BA05,include
+604,asthma,fluticasone,c65F. ,R03BA05,include
+605,asthma,fluticasone,c65g. ,R03BA05,include
+606,asthma,fluticasone,c65G. ,R03BA05,include
+607,asthma,fluticasone,c65H. ,R03BA05,include
+608,asthma,fluticasone,c65I. ,R03BA05,include
+609,asthma,fluticasone,c65J. ,R03BA05,include
+610,asthma,fluticasone,c65K. ,R03BA05,include
+611,asthma,fluticasone,c65L. ,R03BA05,include
+612,asthma,fluticasone,c65M. ,R03BA05,include
+613,asthma,fluticasone,c65N. ,R03BA05,include
+614,asthma,fluticasone,c65O. ,R03BA05,include
+615,asthma,fluticasone,c65P. ,R03BA05,include
+616,asthma,fluticasone,c65Q. ,R03BA05,include
+617,asthma,fluticasone,c65R. ,R03BA05,include
+618,asthma,fluticasone,c65S. ,R03BA05,include
+619,asthma,fluticasone,c65T. ,R03BA05,include
+620,asthma,fluticasone,c65U. ,R03BA05,include
+621,asthma,fluticasone,c65V. ,R03BA05,include
+622,asthma,fluticasone,c65W. ,R03BA05,include
+623,asthma,fluticasone,c65X. ,R03BA05,include
+624,asthma,fluticasone,c65Y. ,R03BA05,include
+625,asthma,fluticasone,c65Z. ,R03BA05,include
+626,asthma,formoterol,c1C.. ,R03AC13,include
+627,asthma,formoterol,c1C1. ,R03AC13,include
+628,asthma,formoterol,c1C2. ,R03AC13,include
+629,asthma,formoterol,c1C3. ,R03AC13,include
+630,asthma,formoterol,c1C4. ,R03AC13,include
+631,asthma,formoterol,c1C5. ,R03AC13,include
+632,asthma,formoterol,c1C6. ,R03AC13,include
+633,asthma,formoterol,c1C7. ,R03AC13,include
+634,asthma,formoterol,c1C8. ,R03AC13,include
+635,asthma,formoterol,c1Cy. ,R03AC13,include
+636,asthma,formoterol,c1Cz. ,R03AC13,include
+637,asthma,formoterol and other drugs for obstructive airway diseases,c1c.. ,R03AK07,include
+638,asthma,formoterol and other drugs for obstructive airway diseases,c1c1. ,R03AK07,include
+639,asthma,formoterol and other drugs for obstructive airway diseases,c1c2. ,R03AK07,include
+640,asthma,formoterol and other drugs for obstructive airway diseases,c1c3. ,R03AK07,include
+641,asthma,formoterol and other drugs for obstructive airway diseases,c1cx. ,R03AK07,include
+642,asthma,formoterol and other drugs for obstructive airway diseases,c1cy. ,R03AK07,include
+643,asthma,formoterol and other drugs for obstructive airway diseases,c1cz. ,R03AK07,include
+644,asthma,formoterol and other drugs for obstructive airway diseases,c67.. ,R03AK07,include
+645,asthma,formoterol and other drugs for obstructive airway diseases,c671. ,R03AK07,include
+646,asthma,formoterol and other drugs for obstructive airway diseases,c672. ,R03AK07,include
+647,asthma,formoterol and other drugs for obstructive airway diseases,c673. ,R03AK07,include
+648,asthma,formoterol and other drugs for obstructive airway diseases,c67x. ,R03AK07,include
+649,asthma,formoterol and other drugs for obstructive airway diseases,c67y. ,R03AK07,include
+650,asthma,formoterol and other drugs for obstructive airway diseases,c67z. ,R03AK07,include
+651,asthma,formoterol and other drugs for obstructive airway diseases,c6A.. ,R03AK07,include
+652,asthma,formoterol and other drugs for obstructive airway diseases,c6A1. ,R03AK07,include
+653,asthma,formoterol and other drugs for obstructive airway diseases,c6Az. ,R03AK07,include
+654,asthma,glycopyrronium bromide,o323. ,R03BB06,include
+655,asthma,glycopyrronium bromide,o324. ,R03BB06,include
+656,asthma,indacaterol,c1b.. ,R03AC18,include
+657,asthma,indacaterol,c1b1. ,R03AC18,include
+658,asthma,indacaterol,c1b2. ,R03AC18,include
+659,asthma,indacaterol,c1b3. ,R03AC18,include
+660,asthma,indacaterol,c1b4. ,R03AC18,include
+661,asthma,ipratropium bromide,c31.. ,R03BB01,include
+662,asthma,ipratropium bromide,c311. ,R03BB01,include
+663,asthma,ipratropium bromide,c312. ,R03BB01,include
+664,asthma,ipratropium bromide,c313. ,R03BB01,include
+665,asthma,ipratropium bromide,c314. ,R03BB01,include
+666,asthma,ipratropium bromide,c315. ,R03BB01,include
+667,asthma,ipratropium bromide,c316. ,R03BB01,include
+668,asthma,ipratropium bromide,c317. ,R03BB01,include
+669,asthma,ipratropium bromide,c318. ,R03BB01,include
+670,asthma,ipratropium bromide,c319. ,R03BB01,include
+671,asthma,ipratropium bromide,c31A. ,R03BB01,include
+672,asthma,ipratropium bromide,c31B. ,R03BB01,include
+673,asthma,ipratropium bromide,c31C. ,R03BB01,include
+674,asthma,ipratropium bromide,c31D. ,R03BB01,include
+675,asthma,ipratropium bromide,c31E. ,R03BB01,include
+676,asthma,ipratropium bromide,c31F. ,R03BB01,include
+677,asthma,ipratropium bromide,c31G. ,R03BB01,include
+678,asthma,ipratropium bromide,c31t. ,R03BB01,include
+679,asthma,ipratropium bromide,c31u. ,R03BB01,include
+680,asthma,ipratropium bromide,c31v. ,R03BB01,include
+681,asthma,ipratropium bromide,c31w. ,R03BB01,include
+682,asthma,ipratropium bromide,c31x. ,R03BB01,include
+683,asthma,ipratropium bromide,c31y. ,R03BB01,include
+684,asthma,ipratropium bromide,c31z. ,R03BB01,include
+685,asthma,isoetarine,c23.. ,R03CC06,include
+686,asthma,isoetarine,c231. ,R03CC06,include
+687,asthma,isoetarine,c23z. ,R03CC06,include
+688,asthma,isoprenaline,c24.. ,R03AB02,include
+689,asthma,isoprenaline,c243. ,R03AB02,include
+690,asthma,isoprenaline,c245. ,R03AB02,include
+691,asthma,isoprenaline,c246. ,R03AB02,include
+692,asthma,isoprenaline,c24x. ,R03AB02,include
+693,asthma,isoprenaline,c24y. ,R03AB02,include
+694,asthma,isoprenaline,c24z. ,R03AB02,include
+695,asthma,mepolizumab,c75.. ,R03DX09,include
+696,asthma,mepolizumab,c752. ,R03DX09,include
+697,asthma,mometasone,c68.. ,R03BA07,include
+698,asthma,mometasone,c681. ,R03BA07,include
+699,asthma,mometasone,c682. ,R03BA07,include
+700,asthma,mometasone,c683. ,R03BA07,include
+701,asthma,mometasone,c684. ,R03BA07,include
+702,asthma,montelukast,cA1.. ,R03DC03,include
+703,asthma,montelukast,cA11. ,R03DC03,include
+704,asthma,montelukast,cA12. ,R03DC03,include
+705,asthma,montelukast,cA13. ,R03DC03,include
+706,asthma,montelukast,cA14. ,R03DC03,include
+707,asthma,montelukast,cA15. ,R03DC03,include
+708,asthma,montelukast,cA16. ,R03DC03,include
+709,asthma,montelukast,cA1y. ,R03DC03,include
+710,asthma,montelukast,cA1z. ,R03DC03,include
+711,asthma,nedocromil,c74.. ,R03BC03,include
+712,asthma,nedocromil,c741. ,R03BC03,include
+713,asthma,nedocromil,c742. ,R03BC03,include
+714,asthma,nedocromil,c743. ,R03BC03,include
+715,asthma,nedocromil,c744. ,R03BC03,include
+716,asthma,nedocromil,c745. ,R03BC03,include
+717,asthma,nedocromil,c746. ,R03BC03,include
+718,asthma,nedocromil,c747. ,R03BC03,include
+719,asthma,olodaterol,c1d.. ,R03AC19,include
+720,asthma,olodaterol,c1d2. ,R03AC19,include
+721,asthma,omalizumab,ck1.. ,R03DX05,include
+722,asthma,omalizumab,ck11. ,R03DX05,include
+723,asthma,omalizumab,ck12. ,R03DX05,include
+724,asthma,omalizumab,ck13. ,R03DX05,include
+725,asthma,omalizumab,ck14. ,R03DX05,include
+726,asthma,omalizumab,ck15. ,R03DX05,include
+727,asthma,omalizumab,ck16. ,R03DX05,include
+728,asthma,orciprenaline,c251. ,R03CB03,include
+729,asthma,orciprenaline,c252. ,R03CB03,include
+730,asthma,orciprenaline,c254. ,R03AB03,include
+731,asthma,orciprenaline,c255. ,R03AB03,include
+732,asthma,orciprenaline,c25v. ,R03CB03,include
+733,asthma,orciprenaline,c25w. ,R03CB03,include
+734,asthma,orciprenaline,c25y. ,R03AB03,include
+735,asthma,orciprenaline,c25z. ,R03AB03,include
+736,asthma,oxitropium bromide,c32.. ,R03BB02,include
+737,asthma,oxitropium bromide,c321. ,R03BB02,include
+738,asthma,oxitropium bromide,c322. ,R03BB02,include
+739,asthma,oxitropium bromide,c323. ,R03BB02,include
+740,asthma,oxitropium bromide,c324. ,R03BB02,include
+741,asthma,pirbuterol,c16.. ,R03CC07,include
+742,asthma,pirbuterol,c161. ,R03CC07,include
+743,asthma,pirbuterol,c162. ,R03CC07,include
+744,asthma,pirbuterol,c163. ,R03CC07,include
+745,asthma,pirbuterol,c164. ,R03AC08,include
+746,asthma,pirbuterol,c16w. ,R03CC07,include
+747,asthma,pirbuterol,c16x. ,R03CC07,include
+748,asthma,pirbuterol,c16y. ,R03CC07,include
+749,asthma,pirbuterol,c16z. ,R03AC08,include
+750,asthma,reproterol,c17.. ,R03AC15,include
+751,asthma,reproterol,c173. ,R03AC15,include
+752,asthma,reproterol,c17y. ,R03AC15,include
+753,asthma,rimiterol,c18.. ,R03AC05,include
+754,asthma,rimiterol,c181. ,R03AC05,include
+755,asthma,rimiterol,c182. ,R03AC05,include
+756,asthma,rimiterol,c183. ,R03AC05,include
+757,asthma,rimiterol,c184. ,R03AC05,include
+758,asthma,rimiterol,c18y. ,R03AC05,include
+759,asthma,rimiterol,c18z. ,R03AC05,include
+760,asthma,roflumilast,cl1.. ,R03DX07,include
+761,asthma,roflumilast,cl11. ,R03DX07,include
+762,asthma,roflumilast,cl1z. ,R03DX07,include
+763,asthma,salbutamol,c11.. ,R03CC02,include
+764,asthma,salbutamol,c111. ,R03CC02,include
+765,asthma,salbutamol,c112. ,R03CC02,include
+766,asthma,salbutamol,c113. ,R03CC02,include
+767,asthma,salbutamol,c114. ,R03CC02,include
+768,asthma,salbutamol,c115. ,R03CC02,include
+769,asthma,salbutamol,c116. ,R03CC02,include
+770,asthma,salbutamol,c118. ,R03CC02,include
+771,asthma,salbutamol,c119. ,R03CC02,include
+772,asthma,salbutamol,c11a. ,R03CC02,include
+773,asthma,salbutamol,c11b. ,R03CC02,include
+774,asthma,salbutamol,c11c. ,R03CC02,include
+775,asthma,salbutamol,c11d. ,R03CC02,include
+776,asthma,salbutamol,c11D. ,R03CC02,include
+777,asthma,salbutamol,c11e. ,R03CC02,include
+778,asthma,salbutamol,c11f. ,R03CC02,include
+779,asthma,salbutamol,c11g. ,R03CC02,include
+780,asthma,salbutamol,c11h. ,R03CC02,include
+781,asthma,salbutamol,c11i. ,R03CC02,include
+782,asthma,salbutamol,c11j. ,R03CC02,include
+783,asthma,salbutamol,c11k. ,R03CC02,include
+784,asthma,salbutamol,c11m. ,R03CC02,include
+785,asthma,salbutamol,c11n. ,R03CC02,include
+786,asthma,salbutamol,c11o. ,R03CC02,include
+787,asthma,salbutamol,c11p. ,R03CC02,include
+788,asthma,salbutamol,c11q. ,R03CC02,include
+789,asthma,salbutamol,c11v. ,R03CC02,include
+790,asthma,salbutamol,c11x. ,R03CC02,include
+791,asthma,salbutamol,c11y. ,R03CC02,include
+792,asthma,salbutamol,c11z. ,R03CC02,include
+793,asthma,salbutamol,c12.. ,R03CC02,include
+794,asthma,salbutamol,c121. ,R03CC02,include
+795,asthma,salbutamol,c122. ,R03CC02,include
+796,asthma,salbutamol,c123. ,R03CC02,include
+797,asthma,salbutamol,c124. ,R03CC02,include
+798,asthma,salbutamol,c125. ,R03CC02,include
+799,asthma,salbutamol,c126. ,R03CC02,include
+800,asthma,salbutamol,c12w. ,R03CC02,include
+801,asthma,salbutamol,c12x. ,R03CC02,include
+802,asthma,salbutamol,c12y. ,R03CC02,include
+803,asthma,salbutamol,c12z. ,R03CC02,include
+804,asthma,salbutamol,c13.. ,R03AC02,include
+805,asthma,salbutamol,c131. ,R03AC02,include
+806,asthma,salbutamol,c132. ,R03AC02,include
+807,asthma,salbutamol,c133. ,R03AC02,include
+808,asthma,salbutamol,c134. ,R03AC02,include
+809,asthma,salbutamol,c135. ,R03AC02,include
+810,asthma,salbutamol,c136. ,R03AC02,include
+811,asthma,salbutamol,c137. ,R03AC02,include
+812,asthma,salbutamol,c139. ,R03AC02,include
+813,asthma,salbutamol,c13a. ,R03AC02,include
+814,asthma,salbutamol,c13A. ,R03AC02,include
+815,asthma,salbutamol,c13B. ,R03AC02,include
+816,asthma,salbutamol,c13C. ,R03AC02,include
+817,asthma,salbutamol,c13d. ,R03AC02,include
+818,asthma,salbutamol,c13D. ,R03AC02,include
+819,asthma,salbutamol,c13e. ,R03AC02,include
+820,asthma,salbutamol,c13E. ,R03AC02,include
+821,asthma,salbutamol,c13f. ,R03AC02,include
+822,asthma,salbutamol,c13F. ,R03AC02,include
+823,asthma,salbutamol,c13g. ,R03AC02,include
+824,asthma,salbutamol,c13G. ,R03AC02,include
+825,asthma,salbutamol,c13h. ,R03AC02,include
+826,asthma,salbutamol,c13H. ,R03AC02,include
+827,asthma,salbutamol,c13i. ,R03AC02,include
+828,asthma,salbutamol,c13I. ,R03AC02,include
+829,asthma,salbutamol,c13j. ,R03AC02,include
+830,asthma,salbutamol,c13J. ,R03AC02,include
+831,asthma,salbutamol,c13K. ,R03AC02,include
+832,asthma,salbutamol,c13l. ,R03AC02,include
+833,asthma,salbutamol,c13L. ,R03AC02,include
+834,asthma,salbutamol,c13m. ,R03AC02,include
+835,asthma,salbutamol,c13M. ,R03AC02,include
+836,asthma,salbutamol,c13n. ,R03AC02,include
+837,asthma,salbutamol,c13N. ,R03AC02,include
+838,asthma,salbutamol,c13o. ,R03AC02,include
+839,asthma,salbutamol,c13O. ,R03AC02,include
+840,asthma,salbutamol,c13p. ,R03AC02,include
+841,asthma,salbutamol,c13P. ,R03AC02,include
+842,asthma,salbutamol,c13q. ,R03AC02,include
+843,asthma,salbutamol,c13Q. ,R03AC02,include
+844,asthma,salbutamol,c13r. ,R03AC02,include
+845,asthma,salbutamol,c13R. ,R03AC02,include
+846,asthma,salbutamol,c13S. ,R03AC02,include
+847,asthma,salbutamol,c13T. ,R03AC02,include
+848,asthma,salbutamol,c13U. ,R03AC02,include
+849,asthma,salbutamol,c13v. ,R03AC02,include
+850,asthma,salbutamol,c13V. ,R03AC02,include
+851,asthma,salbutamol,c13w. ,R03AC02,include
+852,asthma,salbutamol,c13W. ,R03AC02,include
+853,asthma,salbutamol,c13x. ,R03AC02,include
+854,asthma,salbutamol,c13X. ,R03AC02,include
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+877,asthma,salbutamol and other drugs for obstructive airway diseases,c51F. ,R03AK04,include
+878,asthma,salbutamol and other drugs for obstructive airway diseases,c51G. ,R03AK04,include
+879,asthma,salbutamol and other drugs for obstructive airway diseases,c51H. ,R03AK04,include
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+881,asthma,salbutamol and other drugs for obstructive airway diseases,c722. ,R03AK04,include
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+901,asthma,salmeterol and other drugs for obstructive airway diseases,c1D3. ,R03AK06,include
+902,asthma,salmeterol and other drugs for obstructive airway diseases,c1D4. ,R03AK06,include
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+904,asthma,salmeterol and other drugs for obstructive airway diseases,c1D6. ,R03AK06,include
+905,asthma,salmeterol and other drugs for obstructive airway diseases,c1Du. ,R03AK06,include
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+913,asthma,terbutaline,c142. ,R03CC03,include
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+919,asthma,terbutaline,c148. ,R03AC03,include
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+926,asthma,terbutaline,c14g. ,R03AC03,include
+927,asthma,terbutaline,c14h. ,R03CC03,include
+928,asthma,terbutaline,c14i. ,R03AC03,include
+929,asthma,terbutaline,c14j. ,R03AC03,include
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+932,asthma,terbutaline,c14s. ,R03CC03,include
+933,asthma,terbutaline,c14t. ,R03AC03,include
+934,asthma,terbutaline,c14u. ,R03AC03,include
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+936,asthma,terbutaline,c14w. ,R03AC03,include
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+941,asthma,theophylline,c431. ,R03DA04,include
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+981,asthma,tiotropium bromide,c332. ,R03BB04,include
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+984,asthma,tiotropium bromide,c33y. ,R03BB04,include
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+993,asthma,zafirlukast,cA21. ,R03DC01,include
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+1180,constipation,prucalopride,ag1E. ,A06AX05,include
+1181,constipation,senna glycosides,ac7.. ,A06AB06,include
+1182,constipation,senna glycosides,ac71. ,A06AB06,include
+1183,constipation,senna glycosides,ac74. ,A06AB06,include
+1184,constipation,senna glycosides,ac75. ,A06AB06,include
+1185,constipation,senna glycosides,ac76. ,A06AB06,include
+1186,constipation,senna glycosides,ac77. ,A06AB06,include
+1187,constipation,senna glycosides,ac78. ,A06AB06,include
+1188,constipation,senna glycosides,ac79. ,A06AB06,include
+1189,constipation,senna glycosides,ac7A. ,A06AB06,include
+1190,constipation,senna glycosides,ac7v. ,A06AB06,include
+1191,constipation,senna glycosides,ac7w. ,A06AB06,include
+1192,constipation,senna glycosides,ac7x. ,A06AB06,include
+1193,constipation,senna glycosides,ac7y. ,A06AB06,include
+1194,constipation,senna glycosides,ac7z. ,A06AB06,include
+1195,constipation,sodium phosphate,ae7.. ,A06AD17,include
+1196,constipation,sodium phosphate,ae71. ,A06AD17,include
+1197,constipation,sodium phosphate,af16. ,A06AG01,include
+1198,constipation,sodium phosphate,af1A. ,A06AG01,include
+1199,constipation,sodium phosphate,af1B. ,A06AG01,include
+1200,constipation,sodium phosphate,af1g. ,A06AG01,include
+1201,constipation,sodium phosphate,af1h. ,A06AG01,include
+1202,constipation,sodium phosphate,af1w. ,A06AG01,include
+1203,constipation,sodium phosphate,af1x. ,A06AG01,include
+1204,constipation,sodium phosphate,af1y. ,A06AG01,include
+1205,constipation,sodium picosulfate,ac8.. ,A06AB08,include
+1206,constipation,sodium picosulfate,ac81. ,A06AB08,include
+1207,constipation,sodium picosulfate,ac82. ,A06AB08,include
+1208,constipation,sodium picosulfate,ac84. ,A06AB08,include
+1209,constipation,sodium picosulfate,ac85. ,A06AB08,include
+1210,constipation,sodium picosulfate,ac8w. ,A06AB08,include
+1211,constipation,sodium picosulfate,ac8x. ,A06AB08,include
+1212,constipation,sodium picosulfate,ac8y. ,A06AB08,include
+1213,constipation,"sodium picosulfate, combinations",ac83. ,A06AB58,include
+1214,constipation,"sodium picosulfate, combinations",ac86. ,A06AB58,include
+1215,constipation,"sodium picosulfate, combinations",ac8z. ,A06AB58,include
+1216,constipation,sterculia,ab4.. ,A06AC03,include
+1217,constipation,sterculia,ab41. ,A06AC03,include
+1218,constipation,sterculia,ab42. ,A06AC03,include
+1219,constipation,sterculia,ab4y. ,A06AC03,include
+1220,constipation,sterculia,ab4z. ,A06AC03,include
+1221,constipation,"sterculia, combinations",ab43. ,A06AC53,include
+1222,constipation,"sterculia, combinations",ab44. ,A06AC53,include
+1223,constipation,"sterculia, combinations",ab45. ,A06AC53,include
+1224,constipation,"sterculia, combinations",ab46. ,A06AC53,include
+1225,constipation,"sterculia, combinations",ab4x. ,A06AC53,include
+1226,dyspepsia, ,a22w. ,A02BX,include
+1227,dyspepsia, ,a22x. ,A02BX,include
+1228,dyspepsia, ,a22y. ,A02BX,include
+1229,dyspepsia, ,a22z. ,A02BX,include
+1230,dyspepsia, ,a23K. ,A02BX,include
+1231,dyspepsia, ,a23L. ,A02BX,include
+1232,dyspepsia, ,a23M. ,A02BX,include
+1233,dyspepsia, ,a23P. ,A02BX,include
+1234,dyspepsia, ,a23Q. ,A02BX,include
+1235,dyspepsia, ,a6... ,A02B,include
+1236,dyspepsia, ,a67.. ,A02B,include
+1237,dyspepsia, ,a671. ,A02B,include
+1238,dyspepsia, ,a6g.. ,A02BD,include
+1239,dyspepsia, ,a6g1. ,A02BD,include
+1240,dyspepsia, ,a6g2. ,A02BD,include
+1241,dyspepsia, ,a6g3. ,A02BD,include
+1242,dyspepsia, ,a6g4. ,A02BD,include
+1243,dyspepsia,alginic acid,a22u. ,A02BX13,include
+1244,dyspepsia,alginic acid,a22v. ,A02BX13,include
+1245,dyspepsia,alginic acid,a23A. ,A02BX13,include
+1246,dyspepsia,alginic acid,a23b. ,A02BX13,include
+1247,dyspepsia,alginic acid,a23B. ,A02BX13,include
+1248,dyspepsia,alginic acid,a23c. ,A02BX13,include
+1249,dyspepsia,alginic acid,a23C. ,A02BX13,include
+1250,dyspepsia,alginic acid,a23D. ,A02BX13,include
+1251,dyspepsia,alginic acid,a23e. ,A02BX13,include
+1252,dyspepsia,alginic acid,a23E. ,A02BX13,include
+1253,dyspepsia,alginic acid,a23f. ,A02BX13,include
+1254,dyspepsia,alginic acid,a23F. ,A02BX13,include
+1255,dyspepsia,alginic acid,a23G. ,A02BX13,include
+1256,dyspepsia,alginic acid,a23H. ,A02BX13,include
+1257,dyspepsia,alginic acid,a23i. ,A02BX13,include
+1258,dyspepsia,alginic acid,a23I. ,A02BX13,include
+1259,dyspepsia,alginic acid,a23j. ,A02BX13,include
+1260,dyspepsia,alginic acid,a23J. ,A02BX13,include
+1261,dyspepsia,alginic acid,a23k. ,A02BX13,include
+1262,dyspepsia,alginic acid,a23l. ,A02BX13,include
+1263,dyspepsia,alginic acid,a23m. ,A02BX13,include
+1264,dyspepsia,alginic acid,a23n. ,A02BX13,include
+1265,dyspepsia,alginic acid,a23N. ,A02BX13,include
+1266,dyspepsia,alginic acid,a23o. ,A02BX13,include
+1267,dyspepsia,alginic acid,a23O. ,A02BX13,include
+1268,dyspepsia,alginic acid,a23p. ,A02BX13,include
+1269,dyspepsia,alginic acid,a23q. ,A02BX13,include
+1270,dyspepsia,alginic acid,a23s. ,A02BX13,include
+1271,dyspepsia,alginic acid,a23t. ,A02BX13,include
+1272,dyspepsia,alginic acid,a23v. ,A02BX13,include
+1273,dyspepsia,alginic acid,a23w. ,A02BX13,include
+1274,dyspepsia,alginic acid,a23x. ,A02BX13,include
+1275,dyspepsia,alginic acid,a23y. ,A02BX13,include
+1276,dyspepsia,alginic acid,a23z. ,A02BX13,include
+1277,dyspepsia,alginic acid,a24z. ,A02BX13,include
+1278,dyspepsia,bismuth subcitrate,a642. ,A02BX05,include
+1279,dyspepsia,bismuth subcitrate,a643. ,A02BX05,include
+1280,dyspepsia,bismuth subcitrate,a64y. ,A02BX05,include
+1281,dyspepsia,bismuth subcitrate,a64z. ,A02BX05,include
+1282,dyspepsia,carbenoxolone,a66.. ,A02BX01,include
+1283,dyspepsia,carbenoxolone,a661. ,A02BX01,include
+1284,dyspepsia,carbenoxolone,a662. ,A02BX01,include
+1285,dyspepsia,carbenoxolone,a66z. ,A02BX01,include
+1286,dyspepsia,"carbenoxolone, combinations excl. psycholeptics",a663. ,A02BX51,include
+1287,dyspepsia,"carbenoxolone, combinations excl. psycholeptics",a664. ,A02BX51,include
+1288,dyspepsia,cimetidine,a61.. ,A02BA01,include
+1289,dyspepsia,cimetidine,a611. ,A02BA01,include
+1290,dyspepsia,cimetidine,a612. ,A02BA01,include
+1291,dyspepsia,cimetidine,a613. ,A02BA01,include
+1292,dyspepsia,cimetidine,a614. ,A02BA01,include
+1293,dyspepsia,cimetidine,a615. ,A02BA01,include
+1294,dyspepsia,cimetidine,a616. ,A02BA01,include
+1295,dyspepsia,cimetidine,a617. ,A02BA01,include
+1296,dyspepsia,cimetidine,a618. ,A02BA01,include
+1297,dyspepsia,cimetidine,a619. ,A02BA01,include
+1298,dyspepsia,cimetidine,a61A. ,A02BA01,include
+1299,dyspepsia,cimetidine,a61B. ,A02BA01,include
+1300,dyspepsia,cimetidine,a61C. ,A02BA01,include
+1301,dyspepsia,cimetidine,a61d. ,A02BA01,include
+1302,dyspepsia,cimetidine,a61D. ,A02BA01,include
+1303,dyspepsia,cimetidine,a61e. ,A02BA01,include
+1304,dyspepsia,cimetidine,a61E. ,A02BA01,include
+1305,dyspepsia,cimetidine,a61f. ,A02BA01,include
+1306,dyspepsia,cimetidine,a61F. ,A02BA01,include
+1307,dyspepsia,cimetidine,a61g. ,A02BA01,include
+1308,dyspepsia,cimetidine,a61G. ,A02BA01,include
+1309,dyspepsia,cimetidine,a61H. ,A02BA01,include
+1310,dyspepsia,cimetidine,a61I. ,A02BA01,include
+1311,dyspepsia,cimetidine,a61J. ,A02BA01,include
+1312,dyspepsia,cimetidine,a61K. ,A02BA01,include
+1313,dyspepsia,cimetidine,a61L. ,A02BA01,include
+1314,dyspepsia,cimetidine,a61M. ,A02BA01,include
+1315,dyspepsia,cimetidine,a61N. ,A02BA01,include
+1316,dyspepsia,cimetidine,a61O. ,A02BA01,include
+1317,dyspepsia,cimetidine,a61P. ,A02BA01,include
+1318,dyspepsia,cimetidine,a61Q. ,A02BA01,include
+1319,dyspepsia,cimetidine,a61R. ,A02BA01,include
+1320,dyspepsia,cimetidine,a61S. ,A02BA01,include
+1321,dyspepsia,cimetidine,a61u. ,A02BA01,include
+1322,dyspepsia,cimetidine,a61v. ,A02BA01,include
+1323,dyspepsia,cimetidine,a61w. ,A02BA01,include
+1324,dyspepsia,cimetidine,a61x. ,A02BA01,include
+1325,dyspepsia,cimetidine,a61y. ,A02BA01,include
+1326,dyspepsia,cimetidine,a61z. ,A02BA01,include
+1327,dyspepsia,"cimetidine, combinations",a61a. ,A02BA51,include
+1328,dyspepsia,"cimetidine, combinations",a61b. ,A02BA51,include
+1329,dyspepsia,"cimetidine, combinations",a61s. ,A02BA51,include
+1330,dyspepsia,"cimetidine, combinations",a61t. ,A02BA51,include
+1331,dyspepsia,"cimetidine, combinations",a61T. ,A02BA51,include
+1332,dyspepsia,"cimetidine, combinations",a61U. ,A02BA51,include
+1333,dyspepsia,esomeprazole,a6h.. ,A02BC05,include
+1334,dyspepsia,esomeprazole,a6h1. ,A02BC05,include
+1335,dyspepsia,esomeprazole,a6h2. ,A02BC05,include
+1336,dyspepsia,esomeprazole,a6h3. ,A02BC05,include
+1337,dyspepsia,esomeprazole,a6h4. ,A02BC05,include
+1338,dyspepsia,esomeprazole,a6h5. ,A02BC05,include
+1339,dyspepsia,esomeprazole,a6h6. ,A02BC05,include
+1340,dyspepsia,esomeprazole,a6hu. ,A02BC05,include
+1341,dyspepsia,esomeprazole,a6hv. ,A02BC05,include
+1342,dyspepsia,esomeprazole,a6hw. ,A02BC05,include
+1343,dyspepsia,esomeprazole,a6hx. ,A02BC05,include
+1344,dyspepsia,esomeprazole,a6hy. ,A02BC05,include
+1345,dyspepsia,esomeprazole,a6hz. ,A02BC05,include
+1346,dyspepsia,famotidine,a24x. ,A02BA03,include
+1347,dyspepsia,famotidine,a68.. ,A02BA03,include
+1348,dyspepsia,famotidine,a681. ,A02BA03,include
+1349,dyspepsia,famotidine,a682. ,A02BA03,include
+1350,dyspepsia,famotidine,a683. ,A02BA03,include
+1351,dyspepsia,famotidine,a684. ,A02BA03,include
+1352,dyspepsia,lansoprazole,a6c.. ,A02BC03,include
+1353,dyspepsia,lansoprazole,a6c1. ,A02BC03,include
+1354,dyspepsia,lansoprazole,a6c2. ,A02BC03,include
+1355,dyspepsia,lansoprazole,a6c3. ,A02BC03,include
+1356,dyspepsia,lansoprazole,a6c4. ,A02BC03,include
+1357,dyspepsia,lansoprazole,a6c5. ,A02BC03,include
+1358,dyspepsia,lansoprazole,a6c6. ,A02BC03,include
+1359,dyspepsia,lansoprazole,a6c7. ,A02BC03,include
+1360,dyspepsia,lansoprazole,a6c8. ,A02BC03,include
+1361,dyspepsia,lansoprazole,a6c9. ,A02BC03,include
+1362,dyspepsia,lansoprazole,a6cA. ,A02BC03,include
+1363,dyspepsia,misoprostol,a6a.. ,A02BB01,include
+1364,dyspepsia,misoprostol,a6a1. ,A02BB01,include
+1365,dyspepsia,misoprostol,a6a2. ,A02BB01,include
+1366,dyspepsia,nizatidine,a69.. ,A02BA04,include
+1367,dyspepsia,nizatidine,a691. ,A02BA04,include
+1368,dyspepsia,nizatidine,a692. ,A02BA04,include
+1369,dyspepsia,nizatidine,a693. ,A02BA04,include
+1370,dyspepsia,nizatidine,a694. ,A02BA04,include
+1371,dyspepsia,nizatidine,a695. ,A02BA04,include
+1372,dyspepsia,nizatidine,a696. ,A02BA04,include
+1373,dyspepsia,nizatidine,a697. ,A02BA04,include
+1374,dyspepsia,nizatidine,a698. ,A02BA04,include
+1375,dyspepsia,omeprazole,a6b.. ,A02BC01,include
+1376,dyspepsia,omeprazole,a6b1. ,A02BC01,include
+1377,dyspepsia,omeprazole,a6b2. ,A02BC01,include
+1378,dyspepsia,omeprazole,a6b3. ,A02BC01,include
+1379,dyspepsia,omeprazole,a6b4. ,A02BC01,include
+1380,dyspepsia,omeprazole,a6b5. ,A02BC01,include
+1381,dyspepsia,omeprazole,a6b6. ,A02BC01,include
+1382,dyspepsia,omeprazole,a6b7. ,A02BC01,include
+1383,dyspepsia,omeprazole,a6b8. ,A02BC01,include
+1384,dyspepsia,omeprazole,a6b9. ,A02BC01,include
+1385,dyspepsia,omeprazole,a6bA. ,A02BC01,include
+1386,dyspepsia,omeprazole,a6bB. ,A02BC01,include
+1387,dyspepsia,omeprazole,a6bC. ,A02BC01,include
+1388,dyspepsia,omeprazole,a6bD. ,A02BC01,include
+1389,dyspepsia,omeprazole,a6bE. ,A02BC01,include
+1390,dyspepsia,omeprazole,a6bF. ,A02BC01,include
+1391,dyspepsia,omeprazole,a6bG. ,A02BC01,include
+1392,dyspepsia,omeprazole,a6bH. ,A02BC01,include
+1393,dyspepsia,omeprazole,a6bI. ,A02BC01,include
+1394,dyspepsia,omeprazole,a6bJ. ,A02BC01,include
+1395,dyspepsia,omeprazole,a6bK. ,A02BC01,include
+1396,dyspepsia,omeprazole,a6bL. ,A02BC01,include
+1397,dyspepsia,omeprazole,a6bM. ,A02BC01,include
+1398,dyspepsia,omeprazole,a6bN. ,A02BC01,include
+1399,dyspepsia,omeprazole,a6bO. ,A02BC01,include
+1400,dyspepsia,omeprazole,a6bP. ,A02BC01,include
+1401,dyspepsia,omeprazole,a6bQ. ,A02BC01,include
+1402,dyspepsia,omeprazole,a6bR. ,A02BC01,include
+1403,dyspepsia,omeprazole,a6bS. ,A02BC01,include
+1404,dyspepsia,omeprazole,a6bu. ,A02BC01,include
+1405,dyspepsia,omeprazole,a6bv. ,A02BC01,include
+1406,dyspepsia,omeprazole,a6bw. ,A02BC01,include
+1407,dyspepsia,omeprazole,a6bx. ,A02BC01,include
+1408,dyspepsia,omeprazole,a6by. ,A02BC01,include
+1409,dyspepsia,omeprazole,a6bz. ,A02BC01,include
+1410,dyspepsia,pantoprazole,a6e.. ,A02BC02,include
+1411,dyspepsia,pantoprazole,a6e1. ,A02BC02,include
+1412,dyspepsia,pantoprazole,a6e2. ,A02BC02,include
+1413,dyspepsia,pantoprazole,a6e3. ,A02BC02,include
+1414,dyspepsia,pantoprazole,a6e4. ,A02BC02,include
+1415,dyspepsia,pantoprazole,a6e5. ,A02BC02,include
+1416,dyspepsia,pantoprazole,a6e6. ,A02BC02,include
+1417,dyspepsia,pantoprazole,a6e7. ,A02BC02,include
+1418,dyspepsia,pirenzepine,a63.. ,A02BX03,include
+1419,dyspepsia,pirenzepine,a631. ,A02BX03,include
+1420,dyspepsia,pirenzepine,a63z. ,A02BX03,include
+1421,dyspepsia,rabeprazole,a6f.. ,A02BC04,include
+1422,dyspepsia,rabeprazole,a6f1. ,A02BC04,include
+1423,dyspepsia,rabeprazole,a6f2. ,A02BC04,include
+1424,dyspepsia,rabeprazole,a6f3. ,A02BC04,include
+1425,dyspepsia,rabeprazole,a6f4. ,A02BC04,include
+1426,dyspepsia,ranitidine,a62.. ,A02BA02,include
+1427,dyspepsia,ranitidine,a621. ,A02BA02,include
+1428,dyspepsia,ranitidine,a622. ,A02BA02,include
+1429,dyspepsia,ranitidine,a623. ,A02BA02,include
+1430,dyspepsia,ranitidine,a624. ,A02BA02,include
+1431,dyspepsia,ranitidine,a625. ,A02BA02,include
+1432,dyspepsia,ranitidine,a626. ,A02BA02,include
+1433,dyspepsia,ranitidine,a627. ,A02BA02,include
+1434,dyspepsia,ranitidine,a628. ,A02BA02,include
+1435,dyspepsia,ranitidine,a629. ,A02BA02,include
+1436,dyspepsia,ranitidine,a62A. ,A02BA02,include
+1437,dyspepsia,ranitidine,a62B. ,A02BA02,include
+1438,dyspepsia,ranitidine,a62C. ,A02BA02,include
+1439,dyspepsia,ranitidine,a62D. ,A02BA02,include
+1440,dyspepsia,ranitidine,a62E. ,A02BA02,include
+1441,dyspepsia,ranitidine,a62F. ,A02BA02,include
+1442,dyspepsia,ranitidine,a62G. ,A02BA02,include
+1443,dyspepsia,ranitidine,a62H. ,A02BA02,include
+1444,dyspepsia,ranitidine,a62I. ,A02BA02,include
+1445,dyspepsia,ranitidine,a62J. ,A02BA02,include
+1446,dyspepsia,ranitidine,a62K. ,A02BA02,include
+1447,dyspepsia,ranitidine,a62L. ,A02BA02,include
+1448,dyspepsia,ranitidine,a62M. ,A02BA02,include
+1449,dyspepsia,ranitidine,a62N. ,A02BA02,include
+1450,dyspepsia,ranitidine,a62O. ,A02BA02,include
+1451,dyspepsia,ranitidine,a62P. ,A02BA02,include
+1452,dyspepsia,ranitidine,a62Q. ,A02BA02,include
+1453,dyspepsia,ranitidine,a62u. ,A02BA02,include
+1454,dyspepsia,ranitidine,a62v. ,A02BA02,include
+1455,dyspepsia,ranitidine,a62w. ,A02BA02,include
+1456,dyspepsia,ranitidine,a62x. ,A02BA02,include
+1457,dyspepsia,ranitidine,a62y. ,A02BA02,include
+1458,dyspepsia,ranitidine,a62z. ,A02BA02,include
+1459,dyspepsia,ranitidine bismuth citrate,a6d.. ,A02BA07,include
+1460,dyspepsia,ranitidine bismuth citrate,a6d1. ,A02BA07,include
+1461,dyspepsia,ranitidine bismuth citrate,a6d2. ,A02BA07,include
+1462,dyspepsia,sucralfate,a65.. ,A02BX02,include
+1463,dyspepsia,sucralfate,a651. ,A02BX02,include
+1464,dyspepsia,sucralfate,a652. ,A02BX02,include
+1465,dyspepsia,sucralfate,a65y. ,A02BX02,include
+1466,dyspepsia,sucralfate,a65z. ,A02BX02,include
+1467,epilepsy, ,dnc.. ,N03AE,include
+1468,epilepsy, ,dnc1. ,N03AE,include
+1469,epilepsy, ,do... ,N03A,include
+1470,epilepsy, ,do1.. ,N03AE,include
+1471,epilepsy, ,do11. ,N03AE,include
+1472,epilepsy, ,do12. ,N03AE,include
+1473,epilepsy, ,do14. ,N03AE,include
+1474,epilepsy, ,do15. ,N03AE,include
+1475,epilepsy, ,do16. ,N03AE,include
+1476,epilepsy, ,do18. ,N03AE,include
+1477,epilepsy, ,do19. ,N03AE,include
+1478,epilepsy, ,do1A. ,N03AE,include
+1479,epilepsy, ,do1B. ,N03AE,include
+1480,epilepsy, ,do1t. ,N03AE,include
+1481,epilepsy, ,do1u. ,N03AE,include
+1482,epilepsy, ,do1v. ,N03AE,include
+1483,epilepsy, ,do1w. ,N03AE,include
+1484,epilepsy, ,do1x. ,N03AE,include
+1485,epilepsy, ,do1y. ,N03AE,include
+1486,epilepsy,beclamide,dn2.. ,N03AX30,include
+1487,epilepsy,beclamide,dn21. ,N03AX30,include
+1488,epilepsy,beclamide,dn2z. ,N03AX30,include
+1489,epilepsy,brivaracetam,dnx.. ,N03AX23,include
+1490,epilepsy,brivaracetam,dnx2. ,N03AX23,include
+1491,epilepsy,brivaracetam,dnx4. ,N03AX23,include
+1492,epilepsy,brivaracetam,dnx6. ,N03AX23,include
+1493,epilepsy,brivaracetam,dnx8. ,N03AX23,include
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+1495,epilepsy,brivaracetam,dnxC. ,N03AX23,include
+1496,epilepsy,brivaracetam,dnxE. ,N03AX23,include
+1497,epilepsy,carbamazepine,dn3.. ,N03AF01,include
+1498,epilepsy,carbamazepine,dn31. ,N03AF01,include
+1499,epilepsy,carbamazepine,dn32. ,N03AF01,include
+1500,epilepsy,carbamazepine,dn33. ,N03AF01,include
+1501,epilepsy,carbamazepine,dn34. ,N03AF01,include
+1502,epilepsy,carbamazepine,dn35. ,N03AF01,include
+1503,epilepsy,carbamazepine,dn36. ,N03AF01,include
+1504,epilepsy,carbamazepine,dn37. ,N03AF01,include
+1505,epilepsy,carbamazepine,dn38. ,N03AF01,include
+1506,epilepsy,carbamazepine,dn39. ,N03AF01,include
+1507,epilepsy,carbamazepine,dn3a. ,N03AF01,include
+1508,epilepsy,carbamazepine,dn3A. ,N03AF01,include
+1509,epilepsy,carbamazepine,dn3b. ,N03AF01,include
+1510,epilepsy,carbamazepine,dn3B. ,N03AF01,include
+1511,epilepsy,carbamazepine,dn3c. ,N03AF01,include
+1512,epilepsy,carbamazepine,dn3C. ,N03AF01,include
+1513,epilepsy,carbamazepine,dn3d. ,N03AF01,include
+1514,epilepsy,carbamazepine,dn3D. ,N03AF01,include
+1515,epilepsy,carbamazepine,dn3e. ,N03AF01,include
+1516,epilepsy,carbamazepine,dn3E. ,N03AF01,include
+1517,epilepsy,carbamazepine,dn3f. ,N03AF01,include
+1518,epilepsy,carbamazepine,dn3F. ,N03AF01,include
+1519,epilepsy,carbamazepine,dn3G. ,N03AF01,include
+1520,epilepsy,carbamazepine,dn3H. ,N03AF01,include
+1521,epilepsy,carbamazepine,dn3I. ,N03AF01,include
+1522,epilepsy,carbamazepine,dn3J. ,N03AF01,include
+1523,epilepsy,carbamazepine,dn3K. ,N03AF01,include
+1524,epilepsy,carbamazepine,dn3v. ,N03AF01,include
+1525,epilepsy,carbamazepine,dn3w. ,N03AF01,include
+1526,epilepsy,carbamazepine,dn3x. ,N03AF01,include
+1527,epilepsy,carbamazepine,dn3y. ,N03AF01,include
+1528,epilepsy,carbamazepine,dn3z. ,N03AF01,include
+1529,epilepsy,clonazepam,dn4.. ,N03AE01,include
+1530,epilepsy,clonazepam,dn41. ,N03AE01,include
+1531,epilepsy,clonazepam,dn42. ,N03AE01,include
+1532,epilepsy,clonazepam,dn4w. ,N03AE01,include
+1533,epilepsy,clonazepam,dn4x. ,N03AE01,include
+1534,epilepsy,clonazepam,dn4y. ,N03AE01,include
+1535,epilepsy,clonazepam,dn4z. ,N03AE01,include
+1536,epilepsy,clonazepam,do2.. ,N03AE01,include
+1537,epilepsy,clonazepam,do21. ,N03AE01,include
+1538,epilepsy,clonazepam,do2z. ,N03AE01,include
+1539,epilepsy,eslicarbazepine,dnu.. ,N03AF04,include
+1540,epilepsy,eslicarbazepine,dnu1. ,N03AF04,include
+1541,epilepsy,eslicarbazepine,dnu2. ,N03AF04,include
+1542,epilepsy,ethosuximide,dn5.. ,N03AD01,include
+1543,epilepsy,ethosuximide,dn53. ,N03AD01,include
+1544,epilepsy,ethosuximide,dn54. ,N03AD01,include
+1545,epilepsy,ethosuximide,dn55. ,N03AD01,include
+1546,epilepsy,ethosuximide,dn56. ,N03AD01,include
+1547,epilepsy,ethosuximide,dn5x. ,N03AD01,include
+1548,epilepsy,ethosuximide,dn5y. ,N03AD01,include
+1549,epilepsy,ethosuximide,dn5z. ,N03AD01,include
+1550,epilepsy,fosphenytoin,dni.. ,N03AB05,include
+1551,epilepsy,fosphenytoin,dni1. ,N03AB05,include
+1552,epilepsy,fosphenytoin,dni2. ,N03AB05,include
+1553,epilepsy,gabapentin,dnj.. ,N03AX12,include
+1554,epilepsy,gabapentin,dnj1. ,N03AX12,include
+1555,epilepsy,gabapentin,dnj2. ,N03AX12,include
+1556,epilepsy,gabapentin,dnj3. ,N03AX12,include
+1557,epilepsy,gabapentin,dnj4. ,N03AX12,include
+1558,epilepsy,gabapentin,dnj5. ,N03AX12,include
+1559,epilepsy,gabapentin,dnj6. ,N03AX12,include
+1560,epilepsy,gabapentin,dnj7. ,N03AX12,include
+1561,epilepsy,gabapentin,dnj8. ,N03AX12,include
+1562,epilepsy,gabapentin,dnj9. ,N03AX12,include
+1563,epilepsy,gabapentin,dnjA. ,N03AX12,include
+1564,epilepsy,gabapentin,dnjx. ,N03AX12,include
+1565,epilepsy,gabapentin,dnjy. ,N03AX12,include
+1566,epilepsy,gabapentin,dnjz. ,N03AX12,include
+1567,epilepsy,lacosamide,dnt.. ,N03AX18,include
+1568,epilepsy,lacosamide,dnt1. ,N03AX18,include
+1569,epilepsy,lacosamide,dnt2. ,N03AX18,include
+1570,epilepsy,lacosamide,dnt3. ,N03AX18,include
+1571,epilepsy,lacosamide,dnt4. ,N03AX18,include
+1572,epilepsy,lacosamide,dnt5. ,N03AX18,include
+1573,epilepsy,lacosamide,dnt6. ,N03AX18,include
+1574,epilepsy,lacosamide,dnt7. ,N03AX18,include
+1575,epilepsy,lacosamide,dnt8. ,N03AX18,include
+1576,epilepsy,lacosamide,dnt9. ,N03AX18,include
+1577,epilepsy,lacosamide,dntA. ,N03AX18,include
+1578,epilepsy,lacosamide,dntB. ,N03AX18,include
+1579,epilepsy,lacosamide,dntC. ,N03AX18,include
+1580,epilepsy,lacosamide,dntD. ,N03AX18,include
+1581,epilepsy,lacosamide,dntE. ,N03AX18,include
+1582,epilepsy,lamotrigine,dnf.. ,N03AX09,include
+1583,epilepsy,lamotrigine,dnf1. ,N03AX09,include
+1584,epilepsy,lamotrigine,dnf2. ,N03AX09,include
+1585,epilepsy,lamotrigine,dnf3. ,N03AX09,include
+1586,epilepsy,lamotrigine,dnf4. ,N03AX09,include
+1587,epilepsy,lamotrigine,dnf5. ,N03AX09,include
+1588,epilepsy,lamotrigine,dnf6. ,N03AX09,include
+1589,epilepsy,lamotrigine,dnf7. ,N03AX09,include
+1590,epilepsy,lamotrigine,dnf8. ,N03AX09,include
+1591,epilepsy,lamotrigine,dnf9. ,N03AX09,include
+1592,epilepsy,lamotrigine,dnfA. ,N03AX09,include
+1593,epilepsy,lamotrigine,dnfB. ,N03AX09,include
+1594,epilepsy,lamotrigine,dnfC. ,N03AX09,include
+1595,epilepsy,lamotrigine,dnfD. ,N03AX09,include
+1596,epilepsy,lamotrigine,dnfE. ,N03AX09,include
+1597,epilepsy,lamotrigine,dnfF. ,N03AX09,include
+1598,epilepsy,lamotrigine,dnfG. ,N03AX09,include
+1599,epilepsy,lamotrigine,dnfH. ,N03AX09,include
+1600,epilepsy,lamotrigine,dnfJ. ,N03AX09,include
+1601,epilepsy,lamotrigine,dnfz. ,N03AX09,include
+1602,epilepsy,levetiracetam,dno.. ,N03AX14,include
+1603,epilepsy,levetiracetam,dno1. ,N03AX14,include
+1604,epilepsy,levetiracetam,dno2. ,N03AX14,include
+1605,epilepsy,levetiracetam,dno3. ,N03AX14,include
+1606,epilepsy,levetiracetam,dno4. ,N03AX14,include
+1607,epilepsy,levetiracetam,dno5. ,N03AX14,include
+1608,epilepsy,levetiracetam,dno6. ,N03AX14,include
+1609,epilepsy,levetiracetam,dno7. ,N03AX14,include
+1610,epilepsy,levetiracetam,dno8. ,N03AX14,include
+1611,epilepsy,levetiracetam,dno9. ,N03AX14,include
+1612,epilepsy,levetiracetam,dnor. ,N03AX14,include
+1613,epilepsy,levetiracetam,dnos. ,N03AX14,include
+1614,epilepsy,levetiracetam,dnot. ,N03AX14,include
+1615,epilepsy,levetiracetam,dnou. ,N03AX14,include
+1616,epilepsy,levetiracetam,dnov. ,N03AX14,include
+1617,epilepsy,levetiracetam,dnow. ,N03AX14,include
+1618,epilepsy,levetiracetam,dnox. ,N03AX14,include
+1619,epilepsy,levetiracetam,dnoy. ,N03AX14,include
+1620,epilepsy,levetiracetam,dnoz. ,N03AX14,include
+1621,epilepsy,methylphenobarbital,dn6.. ,N03AA01,include
+1622,epilepsy,methylphenobarbital,dn61. ,N03AA01,include
+1623,epilepsy,methylphenobarbital,dn62. ,N03AA01,include
+1624,epilepsy,methylphenobarbital,dn63. ,N03AA01,include
+1625,epilepsy,methylphenobarbital,dn6x. ,N03AA01,include
+1626,epilepsy,methylphenobarbital,dn6y. ,N03AA01,include
+1627,epilepsy,methylphenobarbital,dn6z. ,N03AA01,include
+1628,epilepsy,oxcarbazepine,dnm.. ,N03AF02,include
+1629,epilepsy,oxcarbazepine,dnm1. ,N03AF02,include
+1630,epilepsy,oxcarbazepine,dnm2. ,N03AF02,include
+1631,epilepsy,oxcarbazepine,dnm3. ,N03AF02,include
+1632,epilepsy,oxcarbazepine,dnm4. ,N03AF02,include
+1633,epilepsy,oxcarbazepine,dnmw. ,N03AF02,include
+1634,epilepsy,oxcarbazepine,dnmx. ,N03AF02,include
+1635,epilepsy,oxcarbazepine,dnmy. ,N03AF02,include
+1636,epilepsy,oxcarbazepine,dnmz. ,N03AF02,include
+1637,epilepsy,perampanel,dnw.. ,N03AX22,include
+1638,epilepsy,perampanel,dnw1. ,N03AX22,include
+1639,epilepsy,perampanel,dnw2. ,N03AX22,include
+1640,epilepsy,perampanel,dnw3. ,N03AX22,include
+1641,epilepsy,perampanel,dnw4. ,N03AX22,include
+1642,epilepsy,perampanel,dnw5. ,N03AX22,include
+1643,epilepsy,perampanel,dnw6. ,N03AX22,include
+1644,epilepsy,perampanel,dnwu. ,N03AX22,include
+1645,epilepsy,perampanel,dnwv. ,N03AX22,include
+1646,epilepsy,perampanel,dnww. ,N03AX22,include
+1647,epilepsy,perampanel,dnwx. ,N03AX22,include
+1648,epilepsy,perampanel,dnwy. ,N03AX22,include
+1649,epilepsy,perampanel,dnwz. ,N03AX22,include
+1650,epilepsy,phenobarbital,dn7.. ,N03AA02,include
+1651,epilepsy,phenobarbital,dn71. ,N03AA02,include
+1652,epilepsy,phenobarbital,dn72. ,N03AA02,include
+1653,epilepsy,phenobarbital,dn73. ,N03AA02,include
+1654,epilepsy,phenobarbital,dn74. ,N03AA02,include
+1655,epilepsy,phenobarbital,dn75. ,N03AA02,include
+1656,epilepsy,phenobarbital,dn76. ,N03AA02,include
+1657,epilepsy,phenobarbital,dn77. ,N03AA02,include
+1658,epilepsy,phenobarbital,dn78. ,N03AA02,include
+1659,epilepsy,phenobarbital,dn79. ,N03AA02,include
+1660,epilepsy,phenobarbital,dn7a. ,N03AA02,include
+1661,epilepsy,phenobarbital,dn7b. ,N03AA02,include
+1662,epilepsy,phenobarbital,dn7c. ,N03AA02,include
+1663,epilepsy,phenobarbital,dn7d. ,N03AA02,include
+1664,epilepsy,phenytoin,bc6.. ,N03AB02,include
+1665,epilepsy,phenytoin,bc61. ,N03AB02,include
+1666,epilepsy,phenytoin,bc62. ,N03AB02,include
+1667,epilepsy,phenytoin,dn8.. ,N03AB02,include
+1668,epilepsy,phenytoin,dn81. ,N03AB02,include
+1669,epilepsy,phenytoin,dn82. ,N03AB02,include
+1670,epilepsy,phenytoin,dn83. ,N03AB02,include
+1671,epilepsy,phenytoin,dn8y. ,N03AB02,include
+1672,epilepsy,phenytoin,dn8z. ,N03AB02,include
+1673,epilepsy,phenytoin,dn9.. ,N03AB02,include
+1674,epilepsy,phenytoin,dn91. ,N03AB02,include
+1675,epilepsy,phenytoin,dn92. ,N03AB02,include
+1676,epilepsy,phenytoin,dn93. ,N03AB02,include
+1677,epilepsy,phenytoin,dn94. ,N03AB02,include
+1678,epilepsy,phenytoin,dn95. ,N03AB02,include
+1679,epilepsy,phenytoin,dn96. ,N03AB02,include
+1680,epilepsy,phenytoin,dn97. ,N03AB02,include
+1681,epilepsy,phenytoin,dn98. ,N03AB02,include
+1682,epilepsy,phenytoin,dn9w. ,N03AB02,include
+1683,epilepsy,phenytoin,dn9x. ,N03AB02,include
+1684,epilepsy,phenytoin,dn9y. ,N03AB02,include
+1685,epilepsy,phenytoin,dn9z. ,N03AB02,include
+1686,epilepsy,phenytoin,do6.. ,N03AB02,include
+1687,epilepsy,phenytoin,do61. ,N03AB02,include
+1688,epilepsy,phenytoin,do6z. ,N03AB02,include
+1689,epilepsy,pregabalin,dnp.. ,N03AX16,include
+1690,epilepsy,pregabalin,dnp1. ,N03AX16,include
+1691,epilepsy,pregabalin,dnp2. ,N03AX16,include
+1692,epilepsy,pregabalin,dnp3. ,N03AX16,include
+1693,epilepsy,pregabalin,dnp4. ,N03AX16,include
+1694,epilepsy,pregabalin,dnp5. ,N03AX16,include
+1695,epilepsy,pregabalin,dnp6. ,N03AX16,include
+1696,epilepsy,pregabalin,dnp7. ,N03AX16,include
+1697,epilepsy,pregabalin,dnp8. ,N03AX16,include
+1698,epilepsy,pregabalin,dnp9. ,N03AX16,include
+1699,epilepsy,pregabalin,dnpr. ,N03AX16,include
+1700,epilepsy,pregabalin,dnps. ,N03AX16,include
+1701,epilepsy,pregabalin,dnpt. ,N03AX16,include
+1702,epilepsy,pregabalin,dnpu. ,N03AX16,include
+1703,epilepsy,pregabalin,dnpv. ,N03AX16,include
+1704,epilepsy,pregabalin,dnpw. ,N03AX16,include
+1705,epilepsy,pregabalin,dnpx. ,N03AX16,include
+1706,epilepsy,pregabalin,dnpy. ,N03AX16,include
+1707,epilepsy,pregabalin,dnpz. ,N03AX16,include
+1708,epilepsy,primidone,dna.. ,N03AA03,include
+1709,epilepsy,primidone,dna1. ,N03AA03,include
+1710,epilepsy,primidone,dna2. ,N03AA03,include
+1711,epilepsy,primidone,dna3. ,N03AA03,include
+1712,epilepsy,primidone,dnax. ,N03AA03,include
+1713,epilepsy,primidone,dnay. ,N03AA03,include
+1714,epilepsy,primidone,dnaz. ,N03AA03,include
+1715,epilepsy,retigabine,dnv.. ,N03AX21,include
+1716,epilepsy,retigabine,dnv1. ,N03AX21,include
+1717,epilepsy,retigabine,dnv2. ,N03AX21,include
+1718,epilepsy,retigabine,dnv3. ,N03AX21,include
+1719,epilepsy,retigabine,dnv4. ,N03AX21,include
+1720,epilepsy,retigabine,dnv5. ,N03AX21,include
+1721,epilepsy,retigabine,dnv6. ,N03AX21,include
+1722,epilepsy,retigabine,dnv7. ,N03AX21,include
+1723,epilepsy,retigabine,dnv8. ,N03AX21,include
+1724,epilepsy,retigabine,dnv9. ,N03AX21,include
+1725,epilepsy,retigabine,dnvA. ,N03AX21,include
+1726,epilepsy,retigabine,dnvB. ,N03AX21,include
+1727,epilepsy,retigabine,dnvC. ,N03AX21,include
+1728,epilepsy,rufinamide,dnr.. ,N03AF03,include
+1729,epilepsy,rufinamide,dnr1. ,N03AF03,include
+1730,epilepsy,rufinamide,dnr2. ,N03AF03,include
+1731,epilepsy,rufinamide,dnr3. ,N03AF03,include
+1732,epilepsy,rufinamide,dnr4. ,N03AF03,include
+1733,epilepsy,rufinamide,dnrw. ,N03AF03,include
+1734,epilepsy,rufinamide,dnrx. ,N03AF03,include
+1735,epilepsy,rufinamide,dnry. ,N03AF03,include
+1736,epilepsy,rufinamide,dnrz. ,N03AF03,include
+1737,epilepsy,stiripentol,dns.. ,N03AX17,include
+1738,epilepsy,stiripentol,dns1. ,N03AX17,include
+1739,epilepsy,stiripentol,dns2. ,N03AX17,include
+1740,epilepsy,stiripentol,dns3. ,N03AX17,include
+1741,epilepsy,stiripentol,dns4. ,N03AX17,include
+1742,epilepsy,stiripentol,dnsw. ,N03AX17,include
+1743,epilepsy,stiripentol,dnsx. ,N03AX17,include
+1744,epilepsy,stiripentol,dnsy. ,N03AX17,include
+1745,epilepsy,stiripentol,dnsz. ,N03AX17,include
+1746,epilepsy,tiagabine,dnl.. ,N03AG06,include
+1747,epilepsy,tiagabine,dnl1. ,N03AG06,include
+1748,epilepsy,tiagabine,dnl2. ,N03AG06,include
+1749,epilepsy,tiagabine,dnl3. ,N03AG06,include
+1750,epilepsy,tiagabine,dnl4. ,N03AG06,include
+1751,epilepsy,tiagabine,dnl5. ,N03AG06,include
+1752,epilepsy,tiagabine,dnl6. ,N03AG06,include
+1753,epilepsy,topiramate,dnk.. ,N03AX11,include
+1754,epilepsy,topiramate,dnk1. ,N03AX11,include
+1755,epilepsy,topiramate,dnk2. ,N03AX11,include
+1756,epilepsy,topiramate,dnk3. ,N03AX11,include
+1757,epilepsy,topiramate,dnk4. ,N03AX11,include
+1758,epilepsy,topiramate,dnk5. ,N03AX11,include
+1759,epilepsy,topiramate,dnk6. ,N03AX11,include
+1760,epilepsy,topiramate,dnk7. ,N03AX11,include
+1761,epilepsy,topiramate,dnk8. ,N03AX11,include
+1762,epilepsy,topiramate,dnk9. ,N03AX11,include
+1763,epilepsy,topiramate,dnkA. ,N03AX11,include
+1764,epilepsy,topiramate,dnkB. ,N03AX11,include
+1765,epilepsy,topiramate,dnkC. ,N03AX11,include
+1766,epilepsy,topiramate,dnkD. ,N03AX11,include
+1767,epilepsy,topiramate,dnkE. ,N03AX11,include
+1768,epilepsy,valproic acid,dnb.. ,N03AG01,include
+1769,epilepsy,valproic acid,dnb1. ,N03AG01,include
+1770,epilepsy,valproic acid,dnb2. ,N03AG01,include
+1771,epilepsy,valproic acid,dnb3. ,N03AG01,include
+1772,epilepsy,valproic acid,dnb4. ,N03AG01,include
+1773,epilepsy,valproic acid,dnb5. ,N03AG01,include
+1774,epilepsy,valproic acid,dnb6. ,N03AG01,include
+1775,epilepsy,valproic acid,dnb7. ,N03AG01,include
+1776,epilepsy,valproic acid,dnb8. ,N03AG01,include
+1777,epilepsy,valproic acid,dnb9. ,N03AG01,include
+1778,epilepsy,valproic acid,dnba. ,N03AG01,include
+1779,epilepsy,valproic acid,dnbA. ,N03AG01,include
+1780,epilepsy,valproic acid,dnbb. ,N03AG01,include
+1781,epilepsy,valproic acid,dnbB. ,N03AG01,include
+1782,epilepsy,valproic acid,dnbc. ,N03AG01,include
+1783,epilepsy,valproic acid,dnbC. ,N03AG01,include
+1784,epilepsy,valproic acid,dnbd. ,N03AG01,include
+1785,epilepsy,valproic acid,dnbD. ,N03AG01,include
+1786,epilepsy,valproic acid,dnbe. ,N03AG01,include
+1787,epilepsy,valproic acid,dnbE. ,N03AG01,include
+1788,epilepsy,valproic acid,dnbF. ,N03AG01,include
+1789,epilepsy,valproic acid,dnbG. ,N03AG01,include
+1790,epilepsy,valproic acid,dnbH. ,N03AG01,include
+1791,epilepsy,valproic acid,dnbI. ,N03AG01,include
+1792,epilepsy,valproic acid,dnbJ. ,N03AG01,include
+1793,epilepsy,valproic acid,dnbK. ,N03AG01,include
+1794,epilepsy,valproic acid,dnbL. ,N03AG01,include
+1795,epilepsy,valproic acid,dnbM. ,N03AG01,include
+1796,epilepsy,valproic acid,dnbn. ,N03AG01,include
+1797,epilepsy,valproic acid,dnbN. ,N03AG01,include
+1798,epilepsy,valproic acid,dnbo. ,N03AG01,include
+1799,epilepsy,valproic acid,dnbO. ,N03AG01,include
+1800,epilepsy,valproic acid,dnbp. ,N03AG01,include
+1801,epilepsy,valproic acid,dnbP. ,N03AG01,include
+1802,epilepsy,valproic acid,dnbq. ,N03AG01,include
+1803,epilepsy,valproic acid,dnbQ. ,N03AG01,include
+1804,epilepsy,valproic acid,dnbr. ,N03AG01,include
+1805,epilepsy,valproic acid,dnbR. ,N03AG01,include
+1806,epilepsy,valproic acid,dnbs. ,N03AG01,include
+1807,epilepsy,valproic acid,dnbS. ,N03AG01,include
+1808,epilepsy,valproic acid,dnbt. ,N03AG01,include
+1809,epilepsy,valproic acid,dnbT. ,N03AG01,include
+1810,epilepsy,valproic acid,dnbu. ,N03AG01,include
+1811,epilepsy,valproic acid,dnbU. ,N03AG01,include
+1812,epilepsy,valproic acid,dnbv. ,N03AG01,include
+1813,epilepsy,valproic acid,dnbw. ,N03AG01,include
+1814,epilepsy,valproic acid,dnbx. ,N03AG01,include
+1815,epilepsy,valproic acid,dnby. ,N03AG01,include
+1816,epilepsy,valproic acid,dnbz. ,N03AG01,include
+1817,epilepsy,valproic acid,dnh.. ,N03AG01,include
+1818,epilepsy,valproic acid,dnh1. ,N03AG01,include
+1819,epilepsy,valproic acid,dnh2. ,N03AG01,include
+1820,epilepsy,valproic acid,dnh3. ,N03AG01,include
+1821,epilepsy,valproic acid,dnh4. ,N03AG01,include
+1822,epilepsy,valproic acid,dnh5. ,N03AG01,include
+1823,epilepsy,valproic acid,dnh6. ,N03AG01,include
+1824,epilepsy,valproic acid,dnh7. ,N03AG01,include
+1825,epilepsy,valproic acid,dnh8. ,N03AG01,include
+1826,epilepsy,valproic acid,dnhy. ,N03AG01,include
+1827,epilepsy,valproic acid,dnhz. ,N03AG01,include
+1828,epilepsy,vigabatrin,dne.. ,N03AG04,include
+1829,epilepsy,vigabatrin,dne1. ,N03AG04,include
+1830,epilepsy,vigabatrin,dne2. ,N03AG04,include
+1831,epilepsy,vigabatrin,dne3. ,N03AG04,include
+1832,epilepsy,vigabatrin,dne4. ,N03AG04,include
+1833,epilepsy,zonisamide,dnq.. ,N03AX15,include
+1834,epilepsy,zonisamide,dnq1. ,N03AX15,include
+1835,epilepsy,zonisamide,dnq2. ,N03AX15,include
+1836,epilepsy,zonisamide,dnq3. ,N03AX15,include
+1837,epilepsy,zonisamide,dnq4. ,N03AX15,include
+1838,epilepsy,zonisamide,dnq5. ,N03AX15,include
+1839,epilepsy,zonisamide,dnq6. ,N03AX15,include
+1840,ibs, ,a45.. ,A03AX,include
+1841,ibs, ,a453. ,A03AX,include
+1842,ibs, ,a454. ,A03AX,include
+1843,ibs, ,a455. ,A03AX,include
+1844,ibs, ,a45x. ,A03AX,include
+1845,ibs, ,a45y. ,A03AX,include
+1846,ibs, ,a45z. ,A03AX,include
+1847,ibs,alverine,a4d.. ,A03AX08,include
+1848,ibs,alverine,a4d1. ,A03AX08,include
+1849,ibs,alverine,a4d2. ,A03AX08,include
+1850,ibs,alverine,a4d3. ,A03AX08,include
+1851,ibs,alverine,a4d4. ,A03AX08,include
+1852,ibs,alverine,a4d5. ,A03AX08,include
+1853,ibs,alverine,a4d6. ,A03AX08,include
+1854,ibs,alverine,a4d7. ,A03AX08,include
+1855,ibs,alverine,a4dz. ,A03AX08,include
+1856,ibs,dicycloverine,a45.. ,A03AA07,include
+1857,ibs,dicycloverine,a45x. ,A03AA07,include
+1858,ibs,dicycloverine,a45y. ,A03AA07,include
+1859,ibs,dicycloverine,a45z. ,A03AA07,include
+1860,ibs,glycopyrronium bromide,a46.. ,A03AB02,include
+1861,ibs,mebeverine,a4e.. ,A03AA04,include
+1862,ibs,mebeverine,a4e1. ,A03AA04,include
+1863,ibs,mebeverine,a4e2. ,A03AA04,include
+1864,ibs,mebeverine,a4e3. ,A03AA04,include
+1865,ibs,mebeverine,a4e4. ,A03AA04,include
+1866,ibs,mebeverine,a4e5. ,A03AA04,include
+1867,ibs,mebeverine,a4e6. ,A03AA04,include
+1868,ibs,mebeverine,a4e7. ,A03AA04,include
+1869,ibs,mebeverine,a4e8. ,A03AA04,include
+1870,ibs,mebeverine,a4e9. ,A03AA04,include
+1871,ibs,mebeverine,a4eA. ,A03AA04,include
+1872,ibs,mebeverine,a4ev. ,A03AA04,include
+1873,ibs,mebeverine,a4ew. ,A03AA04,include
+1874,ibs,mebeverine,a4ex. ,A03AA04,include
+1875,ibs,mebeverine,a4ey. ,A03AA04,include
+1876,ibs,mebeverine,a4ez. ,A03AA04,include
+1877,ibs,mepenzolate,a48.. ,A03AB12,include
+1878,ibs,mepenzolate,a481. ,A03AB12,include
+1879,ibs,mepenzolate,a48y. ,A03AB12,include
+1880,ibs,NA,ag1B. ,A03AE04,include
+1881,ibs,NA,ag1C. ,A03AE04,include
+1882,ibs,NA,ag1D. ,A03AE04,include
+1883,ibs,NA,ag1E. ,A03AE04,include
+1884,ibs,pipenzolate,a49.. ,A03AB14,include
+1885,ibs,pipenzolate,a491. ,A03AB14,include
+1886,ibs,pipenzolate,a492. ,A03AB14,include
+1887,ibs,pipenzolate,a493. ,A03AB14,include
+1888,ibs,pipenzolate,a49z. ,A03AB14,include
+1889,ibs,piperidolate,a4a.. ,A03AA30,include
+1890,ibs,piperidolate,a4a1. ,A03AA30,include
+1891,ibs,piperidolate,a4az. ,A03AA30,include
+1892,ibs,poldine,a4b.. ,A03AB11,include
+1893,ibs,poldine,a4b1. ,A03AB11,include
+1894,ibs,poldine,a4b2. ,A03AB11,include
+1895,ibs,poldine,a4by. ,A03AB11,include
+1896,ibs,poldine,a4bz. ,A03AB11,include
+1897,ibs,propantheline,a4c.. ,A03AB05,include
+1898,ibs,propantheline,a4c1. ,A03AB05,include
+1899,ibs,propantheline,a4c2. ,A03AB05,include
+1900,ibs,silicones,a21F. ,A03AX13,include
+1901,ibs,silicones,a23h. ,A03AX13,include
+1902,migraine, ,dl... ,N02C,include
+1903,migraine, ,dl1.. ,N02C,include
+1904,migraine, ,dl11. ,N02C,include
+1905,migraine, ,dl12. ,N02C,include
+1906,migraine, ,dl13. ,N02C,include
+1907,migraine, ,dl14. ,N02C,include
+1908,migraine, ,dl15. ,N02C,include
+1909,migraine, ,dl16. ,N02C,include
+1910,migraine, ,dl17. ,N02C,include
+1911,migraine, ,dl18. ,N02C,include
+1912,migraine, ,dl19. ,N02C,include
+1913,migraine, ,dl1a. ,N02C,include
+1914,migraine, ,dl1A. ,N02C,include
+1915,migraine, ,dl1b. ,N02C,include
+1916,migraine, ,dl1B. ,N02C,include
+1917,migraine, ,dl1C. ,N02C,include
+1918,migraine, ,dlE.. ,N02CC,include
+1919,migraine, ,dlE1. ,N02CC,include
+1920,migraine, ,dlE2. ,N02CC,include
+1921,migraine, ,dm... ,N02C,include
+1922,migraine,almotriptan,dlC.. ,N02CC05,include
+1923,migraine,almotriptan,dlC1. ,N02CC05,include
+1924,migraine,almotriptan,dlCz. ,N02CC05,include
+1925,migraine,clonidine,dm1.. ,N02CX02,include
+1926,migraine,clonidine,dm11. ,N02CX02,include
+1927,migraine,clonidine,dm1z. ,N02CX02,include
+1928,migraine,dihydroergotamine,dl3.. ,N02CA01,include
+1929,migraine,dihydroergotamine,dl31. ,N02CA01,include
+1930,migraine,dihydroergotamine,dl32. ,N02CA01,include
+1931,migraine,dihydroergotamine,dl33. ,N02CA01,include
+1932,migraine,dihydroergotamine,dl3x. ,N02CA01,include
+1933,migraine,dihydroergotamine,dl3y. ,N02CA01,include
+1934,migraine,dihydroergotamine,dl3z. ,N02CA01,include
+1935,migraine,dihydroergotamine,dlB.. ,N02CA01,include
+1936,migraine,dihydroergotamine,dlB1. ,N02CA01,include
+1937,migraine,dihydroergotamine,dlB2. ,N02CA01,include
+1938,migraine,eletriptan,dlD.. ,N02CC06,include
+1939,migraine,eletriptan,dlD1. ,N02CC06,include
+1940,migraine,eletriptan,dlD2. ,N02CC06,include
+1941,migraine,ergotamine,dl2.. ,N02CA02,include
+1942,migraine,ergotamine,dl23. ,N02CA02,include
+1943,migraine,ergotamine,dl24. ,N02CA02,include
+1944,migraine,ergotamine,dl2y. ,N02CA02,include
+1945,migraine,ergotamine,dl2z. ,N02CA02,include
+1946,migraine,"ergotamine, combinations excl. psycholeptics",dl21. ,N02CA52,include
+1947,migraine,"ergotamine, combinations excl. psycholeptics",dl22. ,N02CA52,include
+1948,migraine,"ergotamine, combinations excl. psycholeptics",dl25. ,N02CA52,include
+1949,migraine,"ergotamine, combinations excl. psycholeptics",dl26. ,N02CA52,include
+1950,migraine,"ergotamine, combinations excl. psycholeptics",dl27. ,N02CA52,include
+1951,migraine,frovatriptan,dlE.. ,N02CC07,include
+1952,migraine,frovatriptan,dlE1. ,N02CC07,include
+1953,migraine,lisuride,dq7.. ,N02CA07,include
+1954,migraine,lisuride,dq71. ,N02CA07,include
+1955,migraine,methysergide,dm2.. ,N02CA04,include
+1956,migraine,methysergide,dm21. ,N02CA04,include
+1957,migraine,methysergide,dm2z. ,N02CA04,include
+1958,migraine,naratriptan,dl9.. ,N02CC02,include
+1959,migraine,naratriptan,dl91. ,N02CC02,include
+1960,migraine,naratriptan,dl92. ,N02CC02,include
+1961,migraine,pizotifen,dm3.. ,N02CX01,include
+1962,migraine,pizotifen,dm31. ,N02CX01,include
+1963,migraine,pizotifen,dm32. ,N02CX01,include
+1964,migraine,pizotifen,dm33. ,N02CX01,include
+1965,migraine,pizotifen,dm3x. ,N02CX01,include
+1966,migraine,pizotifen,dm3y. ,N02CX01,include
+1967,migraine,pizotifen,dm3z. ,N02CX01,include
+1968,migraine,rizatriptan,dlA.. ,N02CC04,include
+1969,migraine,rizatriptan,dlA1. ,N02CC04,include
+1970,migraine,rizatriptan,dlA2. ,N02CC04,include
+1971,migraine,rizatriptan,dlA3. ,N02CC04,include
+1972,migraine,rizatriptan,dlA4. ,N02CC04,include
+1973,migraine,rizatriptan,dlA5. ,N02CC04,include
+1974,migraine,rizatriptan,dlA6. ,N02CC04,include
+1975,migraine,sumatriptan,dl5.. ,N02CC01,include
+1976,migraine,sumatriptan,dl51. ,N02CC01,include
+1977,migraine,sumatriptan,dl52. ,N02CC01,include
+1978,migraine,sumatriptan,dl53. ,N02CC01,include
+1979,migraine,sumatriptan,dl54. ,N02CC01,include
+1980,migraine,sumatriptan,dl55. ,N02CC01,include
+1981,migraine,sumatriptan,dl56. ,N02CC01,include
+1982,migraine,sumatriptan,dl57. ,N02CC01,include
+1983,migraine,sumatriptan,dl58. ,N02CC01,include
+1984,migraine,sumatriptan,dl59. ,N02CC01,include
+1985,migraine,sumatriptan,dl5A. ,N02CC01,include
+1986,migraine,sumatriptan,dl5B. ,N02CC01,include
+1987,migraine,sumatriptan,dl5C. ,N02CC01,include
+1988,migraine,sumatriptan,dl5D. ,N02CC01,include
+1989,migraine,sumatriptan,dl5E. ,N02CC01,include
+1990,migraine,sumatriptan,dl7.. ,N02CC01,include
+1991,migraine,sumatriptan,dl71. ,N02CC01,include
+1992,migraine,sumatriptan,dl72. ,N02CC01,include
+1993,migraine,sumatriptan,dl73. ,N02CC01,include
+1994,migraine,sumatriptan,dl74. ,N02CC01,include
+1995,migraine,zolmitriptan,dl8.. ,N02CC03,include
+1996,migraine,zolmitriptan,dl81. ,N02CC03,include
+1997,migraine,zolmitriptan,dl82. ,N02CC03,include
+1998,migraine,zolmitriptan,dl83. ,N02CC03,include
+1999,migraine,zolmitriptan,dl84. ,N02CC03,include
+2000,migraine,zolmitriptan,dl85. ,N02CC03,include
+2001,migraine,zolmitriptan,dl86. ,N02CC03,include
+2002,migraine,zolmitriptan,dl87. ,N02CC03,include
+2003,migraine,zolmitriptan,dl88. ,N02CC03,include
+2004,not_dyspepsia, ,bu... ,B01AC,include
+2005,not_dyspepsia, ,bu9.. ,B01AC,include
+2006,not_dyspepsia, ,bu91. ,B01AC,include
+2007,not_dyspepsia, ,bu92. ,B01AC,include
+2008,not_dyspepsia, ,bu93. ,B01AC,include
+2009,not_dyspepsia, ,bu94. ,B01AC,include
+2010,not_dyspepsia, ,j28H. ,M01AE,include
+2011,not_dyspepsia, ,j28z. ,M01AE,include
+2012,not_dyspepsia,abciximab,bu3.. ,B01AC13,include
+2013,not_dyspepsia,abciximab,bu31. ,B01AC13,include
+2014,not_dyspepsia,abciximab,bu32. ,B01AC13,include
+2015,not_dyspepsia,acetylsalicylic acid,bu2.. ,B01AC06,include
+2016,not_dyspepsia,acetylsalicylic acid,bu21. ,B01AC06,include
+2017,not_dyspepsia,acetylsalicylic acid,bu22. ,B01AC06,include
+2018,not_dyspepsia,acetylsalicylic acid,bu23. ,B01AC06,include
+2019,not_dyspepsia,acetylsalicylic acid,bu24. ,B01AC06,include
+2020,not_dyspepsia,acetylsalicylic acid,bu25. ,B01AC06,include
+2021,not_dyspepsia,acetylsalicylic acid,bu26. ,B01AC06,include
+2022,not_dyspepsia,acetylsalicylic acid,bu27. ,B01AC06,include
+2023,not_dyspepsia,acetylsalicylic acid,bu28. ,B01AC06,include
+2024,not_dyspepsia,acetylsalicylic acid,bu29. ,B01AC06,include
+2025,not_dyspepsia,acetylsalicylic acid,bu2a. ,B01AC06,include
+2026,not_dyspepsia,acetylsalicylic acid,bu2A. ,B01AC06,include
+2027,not_dyspepsia,acetylsalicylic acid,bu2b. ,B01AC06,include
+2028,not_dyspepsia,acetylsalicylic acid,bu2B. ,B01AC06,include
+2029,not_dyspepsia,acetylsalicylic acid,bu2c. ,B01AC06,include
+2030,not_dyspepsia,acetylsalicylic acid,bu2C. ,B01AC06,include
+2031,not_dyspepsia,acetylsalicylic acid,bu2d. ,B01AC06,include
+2032,not_dyspepsia,acetylsalicylic acid,bu2D. ,B01AC06,include
+2033,not_dyspepsia,acetylsalicylic acid,bu2E. ,B01AC06,include
+2034,not_dyspepsia,acetylsalicylic acid,bu2F. ,B01AC06,include
+2035,not_dyspepsia,acetylsalicylic acid,bu2G. ,B01AC06,include
+2036,not_dyspepsia,acetylsalicylic acid,bu2H. ,B01AC06,include
+2037,not_dyspepsia,acetylsalicylic acid,bu2I. ,B01AC06,include
+2038,not_dyspepsia,acetylsalicylic acid,bu2J. ,B01AC06,include
+2039,not_dyspepsia,acetylsalicylic acid,bu2K. ,B01AC06,include
+2040,not_dyspepsia,cilostazol,bu9.. ,B01AC23,include
+2041,not_dyspepsia,cilostazol,bu91. ,B01AC23,include
+2042,not_dyspepsia,cilostazol,bu93. ,B01AC23,include
+2043,not_dyspepsia,clopidogrel,bu5.. ,B01AC04,include
+2044,not_dyspepsia,clopidogrel,bu51. ,B01AC04,include
+2045,not_dyspepsia,clopidogrel,bu52. ,B01AC04,include
+2046,not_dyspepsia,clopidogrel,bu53. ,B01AC04,include
+2047,not_dyspepsia,clopidogrel,bu54. ,B01AC04,include
+2048,not_dyspepsia,clopidogrel,bu55. ,B01AC04,include
+2049,not_dyspepsia,combinations,bu4.. ,B01AC30,include
+2050,not_dyspepsia,combinations,bu41. ,B01AC30,include
+2051,not_dyspepsia,combinations,bu42. ,B01AC30,include
+2052,not_dyspepsia,dexibuprofen,j2t.. ,M01AE14,include
+2053,not_dyspepsia,dexibuprofen,j2t1. ,M01AE14,include
+2054,not_dyspepsia,dexibuprofen,j2t2. ,M01AE14,include
+2055,not_dyspepsia,dexibuprofen,j2ty. ,M01AE14,include
+2056,not_dyspepsia,dexibuprofen,j2tz. ,M01AE14,include
+2057,not_dyspepsia,dexketoprofen,j2q.. ,M01AE17,include
+2058,not_dyspepsia,dexketoprofen,j2q1. ,M01AE17,include
+2059,not_dyspepsia,dexketoprofen,j2qz. ,M01AE17,include
+2060,not_dyspepsia,dipyridamole,bu1.. ,B01AC07,include
+2061,not_dyspepsia,dipyridamole,bu11. ,B01AC07,include
+2062,not_dyspepsia,dipyridamole,bu12. ,B01AC07,include
+2063,not_dyspepsia,dipyridamole,bu13. ,B01AC07,include
+2064,not_dyspepsia,dipyridamole,bu14. ,B01AC07,include
+2065,not_dyspepsia,dipyridamole,bu15. ,B01AC07,include
+2066,not_dyspepsia,dipyridamole,bu16. ,B01AC07,include
+2067,not_dyspepsia,dipyridamole,bu17. ,B01AC07,include
+2068,not_dyspepsia,dipyridamole,bu18. ,B01AC07,include
+2069,not_dyspepsia,dipyridamole,bu19. ,B01AC07,include
+2070,not_dyspepsia,dipyridamole,bu1A. ,B01AC07,include
+2071,not_dyspepsia,dipyridamole,bu1B. ,B01AC07,include
+2072,not_dyspepsia,dipyridamole,bu1C. ,B01AC07,include
+2073,not_dyspepsia,dipyridamole,bu1D. ,B01AC07,include
+2074,not_dyspepsia,dipyridamole,bu1E. ,B01AC07,include
+2075,not_dyspepsia,dipyridamole,bu1z. ,B01AC07,include
+2076,not_dyspepsia,epoprostenol,br5.. ,B01AC09,include
+2077,not_dyspepsia,epoprostenol,br51. ,B01AC09,include
+2078,not_dyspepsia,epoprostenol,br52. ,B01AC09,include
+2079,not_dyspepsia,epoprostenol,br53. ,B01AC09,include
+2080,not_dyspepsia,epoprostenol,br54. ,B01AC09,include
+2081,not_dyspepsia,eptifibatide,bu7.. ,B01AC16,include
+2082,not_dyspepsia,eptifibatide,bu71. ,B01AC16,include
+2083,not_dyspepsia,eptifibatide,bu72. ,B01AC16,include
+2084,not_dyspepsia,eptifibatide,bu7y. ,B01AC16,include
+2085,not_dyspepsia,eptifibatide,bu7z. ,B01AC16,include
+2086,not_dyspepsia,fenbufen,j25.. ,M01AE05,include
+2087,not_dyspepsia,fenbufen,j252. ,M01AE05,include
+2088,not_dyspepsia,fenbufen,j253. ,M01AE05,include
+2089,not_dyspepsia,fenbufen,j254. ,M01AE05,include
+2090,not_dyspepsia,fenbufen,j255. ,M01AE05,include
+2091,not_dyspepsia,fenbufen,j256. ,M01AE05,include
+2092,not_dyspepsia,fenbufen,j257. ,M01AE05,include
+2093,not_dyspepsia,fenbufen,j258. ,M01AE05,include
+2094,not_dyspepsia,fenbufen,j259. ,M01AE05,include
+2095,not_dyspepsia,fenbufen,j25A. ,M01AE05,include
+2096,not_dyspepsia,fenbufen,j25B. ,M01AE05,include
+2097,not_dyspepsia,fenbufen,j25y. ,M01AE05,include
+2098,not_dyspepsia,fenbufen,j25z. ,M01AE05,include
+2099,not_dyspepsia,fenoprofen,di5.. ,M01AE04,include
+2100,not_dyspepsia,fenoprofen,di51. ,M01AE04,include
+2101,not_dyspepsia,fenoprofen,di5z. ,M01AE04,include
+2102,not_dyspepsia,fenoprofen,j26.. ,M01AE04,include
+2103,not_dyspepsia,fenoprofen,j261. ,M01AE04,include
+2104,not_dyspepsia,fenoprofen,j262. ,M01AE04,include
+2105,not_dyspepsia,fenoprofen,j263. ,M01AE04,include
+2106,not_dyspepsia,fenoprofen,j264. ,M01AE04,include
+2107,not_dyspepsia,flurbiprofen,j27.. ,M01AE09,include
+2108,not_dyspepsia,flurbiprofen,j271. ,M01AE09,include
+2109,not_dyspepsia,flurbiprofen,j272. ,M01AE09,include
+2110,not_dyspepsia,flurbiprofen,j273. ,M01AE09,include
+2111,not_dyspepsia,flurbiprofen,j274. ,M01AE09,include
+2112,not_dyspepsia,flurbiprofen,j275. ,M01AE09,include
+2113,not_dyspepsia,flurbiprofen,j27x. ,M01AE09,include
+2114,not_dyspepsia,flurbiprofen,j27y. ,M01AE09,include
+2115,not_dyspepsia,flurbiprofen,j27z. ,M01AE09,include
+2116,not_dyspepsia,flurbiprofen,lf32. ,M01AE09,include
+2117,not_dyspepsia,ibuprofen,di6.. ,M01AE01,include
+2118,not_dyspepsia,ibuprofen,diaW. ,M01AE01,include
+2119,not_dyspepsia,ibuprofen,j28.. ,M01AE01,include
+2120,not_dyspepsia,ibuprofen,j281. ,M01AE01,include
+2121,not_dyspepsia,ibuprofen,j282. ,M01AE01,include
+2122,not_dyspepsia,ibuprofen,j283. ,M01AE01,include
+2123,not_dyspepsia,ibuprofen,j284. ,M01AE01,include
+2124,not_dyspepsia,ibuprofen,j285. ,M01AE01,include
+2125,not_dyspepsia,ibuprofen,j286. ,M01AE01,include
+2126,not_dyspepsia,ibuprofen,j287. ,M01AE01,include
+2127,not_dyspepsia,ibuprofen,j288. ,M01AE01,include
+2128,not_dyspepsia,ibuprofen,j289. ,M01AE01,include
+2129,not_dyspepsia,ibuprofen,j28a. ,M01AE01,include
+2130,not_dyspepsia,ibuprofen,j28A. ,M01AE01,include
+2131,not_dyspepsia,ibuprofen,j28b. ,M01AE01,include
+2132,not_dyspepsia,ibuprofen,j28B. ,M01AE01,include
+2133,not_dyspepsia,ibuprofen,j28c. ,M01AE01,include
+2134,not_dyspepsia,ibuprofen,j28C. ,M01AE01,include
+2135,not_dyspepsia,ibuprofen,j28d. ,M01AE01,include
+2136,not_dyspepsia,ibuprofen,j28D. ,M01AE01,include
+2137,not_dyspepsia,ibuprofen,j28e. ,M01AE01,include
+2138,not_dyspepsia,ibuprofen,j28E. ,M01AE01,include
+2139,not_dyspepsia,ibuprofen,j28f. ,M01AE01,include
+2140,not_dyspepsia,ibuprofen,j28F. ,M01AE01,include
+2141,not_dyspepsia,ibuprofen,j28g. ,M01AE01,include
+2142,not_dyspepsia,ibuprofen,j28G. ,M01AE01,include
+2143,not_dyspepsia,ibuprofen,j28h. ,M01AE01,include
+2144,not_dyspepsia,ibuprofen,j28i. ,M01AE01,include
+2145,not_dyspepsia,ibuprofen,j28j. ,M01AE01,include
+2146,not_dyspepsia,ibuprofen,j28J. ,M01AE01,include
+2147,not_dyspepsia,ibuprofen,j28k. ,M01AE01,include
+2148,not_dyspepsia,ibuprofen,j28K. ,M01AE01,include
+2149,not_dyspepsia,ibuprofen,j28l. ,M01AE01,include
+2150,not_dyspepsia,ibuprofen,j28m. ,M01AE01,include
+2151,not_dyspepsia,ibuprofen,j28M. ,M01AE01,include
+2152,not_dyspepsia,ibuprofen,j28n. ,M01AE01,include
+2153,not_dyspepsia,ibuprofen,j28N. ,M01AE01,include
+2154,not_dyspepsia,ibuprofen,j28o. ,M01AE01,include
+2155,not_dyspepsia,ibuprofen,j28p. ,M01AE01,include
+2156,not_dyspepsia,ibuprofen,j28P. ,M01AE01,include
+2157,not_dyspepsia,ibuprofen,j28q. ,M01AE01,include
+2158,not_dyspepsia,ibuprofen,j28r. ,M01AE01,include
+2159,not_dyspepsia,ibuprofen,j28R. ,M01AE01,include
+2160,not_dyspepsia,ibuprofen,j28s. ,M01AE01,include
+2161,not_dyspepsia,ibuprofen,j28S. ,M01AE01,include
+2162,not_dyspepsia,ibuprofen,j28t. ,M01AE01,include
+2163,not_dyspepsia,ibuprofen,j28T. ,M01AE01,include
+2164,not_dyspepsia,ibuprofen,j28u. ,M01AE01,include
+2165,not_dyspepsia,ibuprofen,j28v. ,M01AE01,include
+2166,not_dyspepsia,ibuprofen,j28w. ,M01AE01,include
+2167,not_dyspepsia,ibuprofen,j28W. ,M01AE01,include
+2168,not_dyspepsia,ibuprofen,j28x. ,M01AE01,include
+2169,not_dyspepsia,ibuprofen,j28X. ,M01AE01,include
+2170,not_dyspepsia,ibuprofen,j28y. ,M01AE01,include
+2171,not_dyspepsia,ibuprofen,j28Y. ,M01AE01,include
+2172,not_dyspepsia,ibuprofen,j28Z. ,M01AE01,include
+2173,not_dyspepsia,ibuprofen,j2p.. ,M01AE01,include
+2174,not_dyspepsia,ibuprofen,j2p1. ,M01AE01,include
+2175,not_dyspepsia,ibuprofen,j2p2. ,M01AE01,include
+2176,not_dyspepsia,ibuprofen,j2p3. ,M01AE01,include
+2177,not_dyspepsia,ibuprofen,j2p4. ,M01AE01,include
+2178,not_dyspepsia,ibuprofen,j2p5. ,M01AE01,include
+2179,not_dyspepsia,ibuprofen,j2p6. ,M01AE01,include
+2180,not_dyspepsia,ibuprofen,j2p7. ,M01AE01,include
+2181,not_dyspepsia,ibuprofen,j2p8. ,M01AE01,include
+2182,not_dyspepsia,ibuprofen,j2p9. ,M01AE01,include
+2183,not_dyspepsia,ibuprofen,j2pa. ,M01AE01,include
+2184,not_dyspepsia,ibuprofen,j2pA. ,M01AE01,include
+2185,not_dyspepsia,ibuprofen,j2pb. ,M01AE01,include
+2186,not_dyspepsia,ibuprofen,j2pB. ,M01AE01,include
+2187,not_dyspepsia,ibuprofen,j2pc. ,M01AE01,include
+2188,not_dyspepsia,ibuprofen,j2pC. ,M01AE01,include
+2189,not_dyspepsia,ibuprofen,j2pD. ,M01AE01,include
+2190,not_dyspepsia,ibuprofen,j2pE. ,M01AE01,include
+2191,not_dyspepsia,ibuprofen,j2pF. ,M01AE01,include
+2192,not_dyspepsia,ibuprofen,j2pG. ,M01AE01,include
+2193,not_dyspepsia,ibuprofen,j2pH. ,M01AE01,include
+2194,not_dyspepsia,ibuprofen,j2pI. ,M01AE01,include
+2195,not_dyspepsia,ibuprofen,j2pJ. ,M01AE01,include
+2196,not_dyspepsia,ibuprofen,j2pK. ,M01AE01,include
+2197,not_dyspepsia,ibuprofen,j2pL. ,M01AE01,include
+2198,not_dyspepsia,ibuprofen,j2pN. ,M01AE01,include
+2199,not_dyspepsia,ibuprofen,j2pO. ,M01AE01,include
+2200,not_dyspepsia,ibuprofen,j2pP. ,M01AE01,include
+2201,not_dyspepsia,ibuprofen,j2pQ. ,M01AE01,include
+2202,not_dyspepsia,ibuprofen,j2pR. ,M01AE01,include
+2203,not_dyspepsia,ibuprofen,j2pS. ,M01AE01,include
+2204,not_dyspepsia,ibuprofen,j2pU. ,M01AE01,include
+2205,not_dyspepsia,ibuprofen,j2pV. ,M01AE01,include
+2206,not_dyspepsia,ibuprofen,j2pW. ,M01AE01,include
+2207,not_dyspepsia,ibuprofen,j2pX. ,M01AE01,include
+2208,not_dyspepsia,ibuprofen,j2pY. ,M01AE01,include
+2209,not_dyspepsia,ibuprofen,j2pZ. ,M01AE01,include
+2210,not_dyspepsia,"ibuprofen, combinations",dicw. ,M01AE51,include
+2211,not_dyspepsia,"ibuprofen, combinations",dicZ. ,M01AE51,include
+2212,not_dyspepsia,"ibuprofen, combinations",j28I. ,M01AE51,include
+2213,not_dyspepsia,"ibuprofen, combinations",j28O. ,M01AE51,include
+2214,not_dyspepsia,"ibuprofen, combinations",j28U. ,M01AE51,include
+2215,not_dyspepsia,"ibuprofen, combinations",j28V. ,M01AE51,include
+2216,not_dyspepsia,"ibuprofen, combinations",j2pM. ,M01AE51,include
+2217,not_dyspepsia,"ibuprofen, combinations",j2pT. ,M01AE51,include
+2218,not_dyspepsia,iloprost,bn7.. ,B01AC11,include
+2219,not_dyspepsia,iloprost,bn71. ,B01AC11,include
+2220,not_dyspepsia,iloprost,bn72. ,B01AC11,include
+2221,not_dyspepsia,iloprost,bn73. ,B01AC11,include
+2222,not_dyspepsia,iloprost,bn74. ,B01AC11,include
+2223,not_dyspepsia,iloprost,bn75. ,B01AC11,include
+2224,not_dyspepsia,ketoprofen,j2a.. ,M01AE03,include
+2225,not_dyspepsia,ketoprofen,j2a1. ,M01AE03,include
+2226,not_dyspepsia,ketoprofen,j2a2. ,M01AE03,include
+2227,not_dyspepsia,ketoprofen,j2a3. ,M01AE03,include
+2228,not_dyspepsia,ketoprofen,j2a4. ,M01AE03,include
+2229,not_dyspepsia,ketoprofen,j2a5. ,M01AE03,include
+2230,not_dyspepsia,ketoprofen,j2a6. ,M01AE03,include
+2231,not_dyspepsia,ketoprofen,j2a7. ,M01AE03,include
+2232,not_dyspepsia,ketoprofen,j2a8. ,M01AE03,include
+2233,not_dyspepsia,ketoprofen,j2a9. ,M01AE03,include
+2234,not_dyspepsia,ketoprofen,j2aa. ,M01AE03,include
+2235,not_dyspepsia,ketoprofen,j2aA. ,M01AE03,include
+2236,not_dyspepsia,ketoprofen,j2ab. ,M01AE03,include
+2237,not_dyspepsia,ketoprofen,j2aB. ,M01AE03,include
+2238,not_dyspepsia,ketoprofen,j2aC. ,M01AE03,include
+2239,not_dyspepsia,ketoprofen,j2aD. ,M01AE03,include
+2240,not_dyspepsia,ketoprofen,j2aE. ,M01AE03,include
+2241,not_dyspepsia,ketoprofen,j2aF. ,M01AE03,include
+2242,not_dyspepsia,ketoprofen,j2aG. ,M01AE03,include
+2243,not_dyspepsia,ketoprofen,j2aH. ,M01AE03,include
+2244,not_dyspepsia,ketoprofen,j2aI. ,M01AE03,include
+2245,not_dyspepsia,ketoprofen,j2aJ. ,M01AE03,include
+2246,not_dyspepsia,ketoprofen,j2aK. ,M01AE03,include
+2247,not_dyspepsia,ketoprofen,j2aL. ,M01AE03,include
+2248,not_dyspepsia,ketoprofen,j2aM. ,M01AE03,include
+2249,not_dyspepsia,ketoprofen,j2aO. ,M01AE03,include
+2250,not_dyspepsia,ketoprofen,j2aP. ,M01AE03,include
+2251,not_dyspepsia,ketoprofen,j2aQ. ,M01AE03,include
+2252,not_dyspepsia,ketoprofen,j2aR. ,M01AE03,include
+2253,not_dyspepsia,ketoprofen,j2aS. ,M01AE03,include
+2254,not_dyspepsia,ketoprofen,j2aw. ,M01AE03,include
+2255,not_dyspepsia,ketoprofen,j2ax. ,M01AE03,include
+2256,not_dyspepsia,ketoprofen,j2ay. ,M01AE03,include
+2257,not_dyspepsia,ketoprofen,j2az. ,M01AE03,include
+2258,not_dyspepsia,"ketoprofen, combinations",j2ac. ,M01AE53,include
+2259,not_dyspepsia,"ketoprofen, combinations",j2ad. ,M01AE53,include
+2260,not_dyspepsia,"ketoprofen, combinations",j2au. ,M01AE53,include
+2261,not_dyspepsia,"ketoprofen, combinations",j2av. ,M01AE53,include
+2262,not_dyspepsia,naproxen,di8.. ,M01AE02,include
+2263,not_dyspepsia,naproxen,di81. ,M01AE02,include
+2264,not_dyspepsia,naproxen,di8z. ,M01AE02,include
+2265,not_dyspepsia,naproxen,j2c.. ,M01AE02,include
+2266,not_dyspepsia,naproxen,j2c1. ,M01AE02,include
+2267,not_dyspepsia,naproxen,j2c2. ,M01AE02,include
+2268,not_dyspepsia,naproxen,j2c3. ,M01AE02,include
+2269,not_dyspepsia,naproxen,j2c4. ,M01AE02,include
+2270,not_dyspepsia,naproxen,j2c5. ,M01AE02,include
+2271,not_dyspepsia,naproxen,j2c6. ,M01AE02,include
+2272,not_dyspepsia,naproxen,j2c7. ,M01AE02,include
+2273,not_dyspepsia,naproxen,j2c8. ,M01AE02,include
+2274,not_dyspepsia,naproxen,j2c9. ,M01AE02,include
+2275,not_dyspepsia,naproxen,j2ca. ,M01AE02,include
+2276,not_dyspepsia,naproxen,j2cA. ,M01AE02,include
+2277,not_dyspepsia,naproxen,j2cb. ,M01AE02,include
+2278,not_dyspepsia,naproxen,j2cB. ,M01AE02,include
+2279,not_dyspepsia,naproxen,j2cc. ,M01AE02,include
+2280,not_dyspepsia,naproxen,j2cC. ,M01AE02,include
+2281,not_dyspepsia,naproxen,j2cd. ,M01AE02,include
+2282,not_dyspepsia,naproxen,j2cD. ,M01AE02,include
+2283,not_dyspepsia,naproxen,j2ce. ,M01AE02,include
+2284,not_dyspepsia,naproxen,j2cE. ,M01AE02,include
+2285,not_dyspepsia,naproxen,j2cf. ,M01AE02,include
+2286,not_dyspepsia,naproxen,j2cF. ,M01AE02,include
+2287,not_dyspepsia,naproxen,j2cg. ,M01AE02,include
+2288,not_dyspepsia,naproxen,j2cG. ,M01AE02,include
+2289,not_dyspepsia,naproxen,j2ch. ,M01AE02,include
+2290,not_dyspepsia,naproxen,j2cH. ,M01AE02,include
+2291,not_dyspepsia,naproxen,j2ci. ,M01AE02,include
+2292,not_dyspepsia,naproxen,j2cI. ,M01AE02,include
+2293,not_dyspepsia,naproxen,j2cj. ,M01AE02,include
+2294,not_dyspepsia,naproxen,j2cJ. ,M01AE02,include
+2295,not_dyspepsia,naproxen,j2ck. ,M01AE02,include
+2296,not_dyspepsia,naproxen,j2cK. ,M01AE02,include
+2297,not_dyspepsia,naproxen,j2cl. ,M01AE02,include
+2298,not_dyspepsia,naproxen,j2cL. ,M01AE02,include
+2299,not_dyspepsia,naproxen,j2cm. ,M01AE02,include
+2300,not_dyspepsia,naproxen,j2cM. ,M01AE02,include
+2301,not_dyspepsia,naproxen,j2cn. ,M01AE02,include
+2302,not_dyspepsia,naproxen,j2cN. ,M01AE02,include
+2303,not_dyspepsia,naproxen,j2co. ,M01AE02,include
+2304,not_dyspepsia,naproxen,j2cO. ,M01AE02,include
+2305,not_dyspepsia,naproxen,j2cp. ,M01AE02,include
+2306,not_dyspepsia,naproxen,j2cq. ,M01AE02,include
+2307,not_dyspepsia,naproxen,j2cr. ,M01AE02,include
+2308,not_dyspepsia,naproxen,j2cs. ,M01AE02,include
+2309,not_dyspepsia,naproxen,j2ct. ,M01AE02,include
+2310,not_dyspepsia,naproxen,j2cu. ,M01AE02,include
+2311,not_dyspepsia,naproxen,j2cv. ,M01AE02,include
+2312,not_dyspepsia,naproxen,j2cw. ,M01AE02,include
+2313,not_dyspepsia,naproxen,j2cx. ,M01AE02,include
+2314,not_dyspepsia,naproxen,j2cy. ,M01AE02,include
+2315,not_dyspepsia,naproxen,j2cz. ,M01AE02,include
+2316,not_dyspepsia,naproxen and esomeprazole,j2cP. ,M01AE52,include
+2317,not_dyspepsia,naproxen and esomeprazole,j2cZ. ,M01AE52,include
+2318,not_dyspepsia,prasugrel,buA.. ,B01AC22,include
+2319,not_dyspepsia,prasugrel,buA2. ,B01AC22,include
+2320,not_dyspepsia,prasugrel,buA4. ,B01AC22,include
+2321,not_dyspepsia,tiaprofenic acid,j2g.. ,M01AE11,include
+2322,not_dyspepsia,tiaprofenic acid,j2g1. ,M01AE11,include
+2323,not_dyspepsia,tiaprofenic acid,j2g2. ,M01AE11,include
+2324,not_dyspepsia,tiaprofenic acid,j2g3. ,M01AE11,include
+2325,not_dyspepsia,tiaprofenic acid,j2g4. ,M01AE11,include
+2326,not_dyspepsia,tiaprofenic acid,j2g5. ,M01AE11,include
+2327,not_dyspepsia,tiaprofenic acid,j2gx. ,M01AE11,include
+2328,not_dyspepsia,tiaprofenic acid,j2gy. ,M01AE11,include
+2329,not_dyspepsia,tiaprofenic acid,j2gz. ,M01AE11,include
+2330,not_dyspepsia,ticagrelor,buB.. ,B01AC24,include
+2331,not_dyspepsia,ticagrelor,buB1. ,B01AC24,include
+2332,not_dyspepsia,ticagrelor,buBz. ,B01AC24,include
+2333,not_dyspepsia,ticlopidine,bu6.. ,B01AC05,include
+2334,not_dyspepsia,ticlopidine,bu61. ,B01AC05,include
+2335,not_dyspepsia,ticlopidine,bu62. ,B01AC05,include
+2336,not_dyspepsia,tirofiban,bu8.. ,B01AC17,include
+2337,not_dyspepsia,tirofiban,bu81. ,B01AC17,include
+2338,not_dyspepsia,tirofiban,bu82. ,B01AC17,include
+2339,not_dyspepsia,tirofiban,bu8y. ,B01AC17,include
+2340,not_dyspepsia,tirofiban,bu8z. ,B01AC17,include
+2341,pain, ,di... ,N02B,include
+2342,pain, ,diaN. ,N02B,include
+2343,pain, ,dibC. ,N02B,include
+2344,pain, ,dj... ,N02A,include
+2345,pain, ,dj23. ,N02A,include
+2346,pain, ,dj24. ,N02A,include
+2347,pain, ,dj26. ,N02A,include
+2348,pain, ,dl... ,N02C,include
+2349,pain, ,dl1.. ,N02C,include
+2350,pain, ,dl11. ,N02C,include
+2351,pain, ,dl12. ,N02C,include
+2352,pain, ,dl13. ,N02C,include
+2353,pain, ,dl14. ,N02C,include
+2354,pain, ,dl15. ,N02C,include
+2355,pain, ,dl16. ,N02C,include
+2356,pain, ,dl17. ,N02C,include
+2357,pain, ,dl18. ,N02C,include
+2358,pain, ,dl19. ,N02C,include
+2359,pain, ,dl1a. ,N02C,include
+2360,pain, ,dl1A. ,N02C,include
+2361,pain, ,dl1b. ,N02C,include
+2362,pain, ,dl1B. ,N02C,include
+2363,pain, ,dl1C. ,N02C,include
+2364,pain, ,dlE.. ,N02CC,include
+2365,pain, ,dlE1. ,N02CC,include
+2366,pain, ,dlE2. ,N02CC,include
+2367,pain, ,dm... ,N02C,include
+2368,pain, ,j1... ,N02BA,include
+2369,pain,acetylsalicylic acid,di1.. ,N02BA01,include
+2370,pain,acetylsalicylic acid,di11. ,N02BA01,include
+2371,pain,acetylsalicylic acid,di12. ,N02BA01,include
+2372,pain,acetylsalicylic acid,di15. ,N02BA01,include
+2373,pain,acetylsalicylic acid,di16. ,N02BA01,include
+2374,pain,acetylsalicylic acid,di17. ,N02BA01,include
+2375,pain,acetylsalicylic acid,di18. ,N02BA01,include
+2376,pain,acetylsalicylic acid,di1a. ,N02BA01,include
+2377,pain,acetylsalicylic acid,di1c. ,N02BA01,include
+2378,pain,acetylsalicylic acid,di1d. ,N02BA01,include
+2379,pain,acetylsalicylic acid,di1f. ,N02BA01,include
+2380,pain,acetylsalicylic acid,di1g. ,N02BA01,include
+2381,pain,acetylsalicylic acid,di1h. ,N02BA01,include
+2382,pain,acetylsalicylic acid,di1i. ,N02BA01,include
+2383,pain,acetylsalicylic acid,di1k. ,N02BA01,include
+2384,pain,acetylsalicylic acid,di1m. ,N02BA01,include
+2385,pain,acetylsalicylic acid,di1n. ,N02BA01,include
+2386,pain,acetylsalicylic acid,di1o. ,N02BA01,include
+2387,pain,acetylsalicylic acid,di1r. ,N02BA01,include
+2388,pain,acetylsalicylic acid,j11.. ,N02BA01,include
+2389,pain,acetylsalicylic acid,j111. ,N02BA01,include
+2390,pain,acetylsalicylic acid,j112. ,N02BA01,include
+2391,pain,"acetylsalicylic acid, combinations excl. psycholeptics",dia4. ,N02BA51,include
+2392,pain,"acetylsalicylic acid, combinations excl. psycholeptics",dia5. ,N02BA51,include
+2393,pain,"acetylsalicylic acid, combinations excl. psycholeptics",dia8. ,N02BA51,include
+2394,pain,"acetylsalicylic acid, combinations excl. psycholeptics",diab. ,N02BA51,include
+2395,pain,"acetylsalicylic acid, combinations excl. psycholeptics",diaB. ,N02BA51,include
+2396,pain,"acetylsalicylic acid, combinations excl. psycholeptics",diaE. ,N02BA51,include
+2397,pain,"acetylsalicylic acid, combinations excl. psycholeptics",diaG. ,N02BA51,include
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+2399,pain,"acetylsalicylic acid, combinations excl. psycholeptics",diaO. ,N02BA51,include
+2400,pain,"acetylsalicylic acid, combinations excl. psycholeptics",diaP. ,N02BA51,include
+2401,pain,"acetylsalicylic acid, combinations excl. psycholeptics",diay. ,N02BA51,include
+2402,pain,"acetylsalicylic acid, combinations excl. psycholeptics",diaz. ,N02BA51,include
+2403,pain,"acetylsalicylic acid, combinations excl. psycholeptics",dicH. ,N02BA51,include
+2404,pain,"acetylsalicylic acid, combinations with psycholeptics",diaf. ,N02BA71,include
+2405,pain,almotriptan,dlC.. ,N02CC05,include
+2406,pain,almotriptan,dlC1. ,N02CC05,include
+2407,pain,almotriptan,dlCz. ,N02CC05,include
+2408,pain,aloxiprin,di1e. ,N02BA02,include
+2409,pain,benorilate,di3.. ,N02BA10,include
+2410,pain,benorilate,j12.. ,N02BA10,include
+2411,pain,benorilate,j121. ,N02BA10,include
+2412,pain,benorilate,j122. ,N02BA10,include
+2413,pain,benorilate,j124. ,N02BA10,include
+2414,pain,benorilate,j12x. ,N02BA10,include
+2415,pain,benorilate,j12y. ,N02BA10,include
+2416,pain,benorilate,j12z. ,N02BA10,include
+2417,pain,buprenorphine,dj3.. ,N02AE01,include
+2418,pain,buprenorphine,dj31. ,N02AE01,include
+2419,pain,buprenorphine,dj32. ,N02AE01,include
+2420,pain,buprenorphine,dj33. ,N02AE01,include
+2421,pain,buprenorphine,dj34. ,N02AE01,include
+2422,pain,buprenorphine,dj35. ,N02AE01,include
+2423,pain,buprenorphine,dj3A. ,N02AE01,include
+2424,pain,buprenorphine,dj3B. ,N02AE01,include
+2425,pain,buprenorphine,dj3C. ,N02AE01,include
+2426,pain,buprenorphine,dj3f. ,N02AE01,include
+2427,pain,buprenorphine,dj3g. ,N02AE01,include
+2428,pain,buprenorphine,dj3o. ,N02AE01,include
+2429,pain,buprenorphine,dj3p. ,N02AE01,include
+2430,pain,buprenorphine,dj3q. ,N02AE01,include
+2431,pain,buprenorphine,dj3x. ,N02AE01,include
+2432,pain,buprenorphine,dj3y. ,N02AE01,include
+2433,pain,buprenorphine,dj3z. ,N02AE01,include
+2434,pain,choline salicylate,j13.. ,N02BA03,include
+2435,pain,choline salicylate,j131. ,N02BA03,include
+2436,pain,choline salicylate,j13z. ,N02BA03,include
+2437,pain,clonidine,dm1.. ,N02CX02,include
+2438,pain,clonidine,dm11. ,N02CX02,include
+2439,pain,clonidine,dm1z. ,N02CX02,include
+2440,pain,dextromoramide,dj5.. ,N02AC01,include
+2441,pain,dextromoramide,dj51. ,N02AC01,include
+2442,pain,dextromoramide,dj52. ,N02AC01,include
+2443,pain,dextromoramide,dj53. ,N02AC01,include
+2444,pain,dextromoramide,dj54. ,N02AC01,include
+2445,pain,dextromoramide,dj55. ,N02AC01,include
+2446,pain,dextromoramide,dj56. ,N02AC01,include
+2447,pain,dextromoramide,dj57. ,N02AC01,include
+2448,pain,dextromoramide,dj58. ,N02AC01,include
+2449,pain,dextromoramide,dj59. ,N02AC01,include
+2450,pain,dextromoramide,dj5a. ,N02AC01,include
+2451,pain,dextropropoxyphene,dj6.. ,N02AC04,include
+2452,pain,dextropropoxyphene,dj61. ,N02AC04,include
+2453,pain,dextropropoxyphene,dj62. ,N02AC04,include
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+2455,pain,"dextropropoxyphene, combinations excl. psycholeptics",diad. ,N02AC54,include
+2456,pain,"dextropropoxyphene, combinations excl. psycholeptics",diae. ,N02AC54,include
+2457,pain,"dextropropoxyphene, combinations excl. psycholeptics",diaw. ,N02AC54,include
+2458,pain,"dextropropoxyphene, combinations excl. psycholeptics",dibh. ,N02AC54,include
+2459,pain,diflunisal,di4.. ,N02BA11,include
+2460,pain,diflunisal,j23.. ,N02BA11,include
+2461,pain,diflunisal,j231. ,N02BA11,include
+2462,pain,diflunisal,j232. ,N02BA11,include
+2463,pain,diflunisal,j233. ,N02BA11,include
+2464,pain,diflunisal,j234. ,N02BA11,include
+2465,pain,dihydrocodeine,dj8.. ,N02AA08,include
+2466,pain,dihydrocodeine,dj81. ,N02AA08,include
+2467,pain,dihydrocodeine,dj82. ,N02AA08,include
+2468,pain,dihydrocodeine,dj83. ,N02AA08,include
+2469,pain,dihydrocodeine,dj84. ,N02AA08,include
+2470,pain,dihydrocodeine,dj85. ,N02AA08,include
+2471,pain,dihydrocodeine,dj86. ,N02AA08,include
+2472,pain,dihydrocodeine,dj87. ,N02AA08,include
+2473,pain,dihydrocodeine,dj88. ,N02AA08,include
+2474,pain,dihydrocodeine,dj89. ,N02AA08,include
+2475,pain,dihydrocodeine,dj8a. ,N02AA08,include
+2476,pain,dihydrocodeine,dj8b. ,N02AA08,include
+2477,pain,dihydrocodeine,dj8c. ,N02AA08,include
+2478,pain,dihydrocodeine,dj8d. ,N02AA08,include
+2479,pain,dihydrocodeine,dj8e. ,N02AA08,include
+2480,pain,"dihydrocodeine, combinations",dibE. ,N02AA58,include
+2481,pain,"dihydrocodeine, combinations",dibF. ,N02AA58,include
+2482,pain,"dihydrocodeine, combinations",dibH. ,N02AA58,include
+2483,pain,"dihydrocodeine, combinations",dibI. ,N02AA58,include
+2484,pain,"dihydrocodeine, combinations",dibJ. ,N02AA58,include
+2485,pain,"dihydrocodeine, combinations",dibK. ,N02AA58,include
+2486,pain,"dihydrocodeine, combinations",dibv. ,N02AA58,include
+2487,pain,"dihydrocodeine, combinations",dibw. ,N02AA58,include
+2488,pain,"dihydrocodeine, combinations",dibx. ,N02AA58,include
+2489,pain,"dihydrocodeine, combinations",dicb. ,N02AA58,include
+2490,pain,"dihydrocodeine, combinations",dicc. ,N02AA58,include
+2491,pain,dihydroergotamine,dl3.. ,N02CA01,include
+2492,pain,dihydroergotamine,dl31. ,N02CA01,include
+2493,pain,dihydroergotamine,dl32. ,N02CA01,include
+2494,pain,dihydroergotamine,dl33. ,N02CA01,include
+2495,pain,dihydroergotamine,dl3x. ,N02CA01,include
+2496,pain,dihydroergotamine,dl3y. ,N02CA01,include
+2497,pain,dihydroergotamine,dl3z. ,N02CA01,include
+2498,pain,dihydroergotamine,dlB.. ,N02CA01,include
+2499,pain,dihydroergotamine,dlB1. ,N02CA01,include
+2500,pain,dihydroergotamine,dlB2. ,N02CA01,include
+2501,pain,eletriptan,dlD.. ,N02CC06,include
+2502,pain,eletriptan,dlD1. ,N02CC06,include
+2503,pain,eletriptan,dlD2. ,N02CC06,include
+2504,pain,ergotamine,dl2.. ,N02CA02,include
+2505,pain,ergotamine,dl23. ,N02CA02,include
+2506,pain,ergotamine,dl24. ,N02CA02,include
+2507,pain,ergotamine,dl2y. ,N02CA02,include
+2508,pain,ergotamine,dl2z. ,N02CA02,include
+2509,pain,"ergotamine, combinations excl. psycholeptics",dl21. ,N02CA52,include
+2510,pain,"ergotamine, combinations excl. psycholeptics",dl22. ,N02CA52,include
+2511,pain,"ergotamine, combinations excl. psycholeptics",dl25. ,N02CA52,include
+2512,pain,"ergotamine, combinations excl. psycholeptics",dl26. ,N02CA52,include
+2513,pain,"ergotamine, combinations excl. psycholeptics",dl27. ,N02CA52,include
+2514,pain,fentanyl,o424. ,N02AB03,include
+2515,pain,fentanyl,o425. ,N02AB03,include
+2516,pain,fentanyl,o426. ,N02AB03,include
+2517,pain,fentanyl,o427. ,N02AB03,include
+2518,pain,fentanyl,o428. ,N02AB03,include
+2519,pain,fentanyl,o429. ,N02AB03,include
+2520,pain,fentanyl,o42a. ,N02AB03,include
+2521,pain,fentanyl,o42A. ,N02AB03,include
+2522,pain,fentanyl,o42b. ,N02AB03,include
+2523,pain,fentanyl,o42B. ,N02AB03,include
+2524,pain,fentanyl,o42c. ,N02AB03,include
+2525,pain,fentanyl,o42C. ,N02AB03,include
+2526,pain,fentanyl,o42d. ,N02AB03,include
+2527,pain,fentanyl,o42D. ,N02AB03,include
+2528,pain,fentanyl,o42e. ,N02AB03,include
+2529,pain,fentanyl,o42E. ,N02AB03,include
+2530,pain,fentanyl,o42f. ,N02AB03,include
+2531,pain,fentanyl,o42F. ,N02AB03,include
+2532,pain,fentanyl,o42g. ,N02AB03,include
+2533,pain,fentanyl,o42G. ,N02AB03,include
+2534,pain,fentanyl,o42h. ,N02AB03,include
+2535,pain,fentanyl,o42H. ,N02AB03,include
+2536,pain,fentanyl,o42i. ,N02AB03,include
+2537,pain,fentanyl,o42I. ,N02AB03,include
+2538,pain,fentanyl,o42j. ,N02AB03,include
+2539,pain,fentanyl,o42J. ,N02AB03,include
+2540,pain,fentanyl,o42k. ,N02AB03,include
+2541,pain,fentanyl,o42K. ,N02AB03,include
+2542,pain,fentanyl,o42l. ,N02AB03,include
+2543,pain,fentanyl,o42L. ,N02AB03,include
+2544,pain,fentanyl,o42m. ,N02AB03,include
+2545,pain,fentanyl,o42M. ,N02AB03,include
+2546,pain,fentanyl,o42n. ,N02AB03,include
+2547,pain,fentanyl,o42N. ,N02AB03,include
+2548,pain,fentanyl,o42o. ,N02AB03,include
+2549,pain,fentanyl,o42O. ,N02AB03,include
+2550,pain,fentanyl,o42p. ,N02AB03,include
+2551,pain,fentanyl,o42P. ,N02AB03,include
+2552,pain,fentanyl,o42q. ,N02AB03,include
+2553,pain,fentanyl,o42Q. ,N02AB03,include
+2554,pain,fentanyl,o42r. ,N02AB03,include
+2555,pain,fentanyl,o42R. ,N02AB03,include
+2556,pain,fentanyl,o42s. ,N02AB03,include
+2557,pain,fentanyl,o42S. ,N02AB03,include
+2558,pain,fentanyl,o42t. ,N02AB03,include
+2559,pain,fentanyl,o42T. ,N02AB03,include
+2560,pain,fentanyl,o42u. ,N02AB03,include
+2561,pain,fentanyl,o42U. ,N02AB03,include
+2562,pain,fentanyl,o42v. ,N02AB03,include
+2563,pain,fentanyl,o42V. ,N02AB03,include
+2564,pain,fentanyl,o42W. ,N02AB03,include
+2565,pain,fentanyl,o42X. ,N02AB03,include
+2566,pain,fentanyl,o42Y. ,N02AB03,include
+2567,pain,fentanyl,o42Z. ,N02AB03,include
+2568,pain,fentanyl,o4d.. ,N02AB03,include
+2569,pain,fentanyl,o4d1. ,N02AB03,include
+2570,pain,fentanyl,o4d2. ,N02AB03,include
+2571,pain,fentanyl,o4d3. ,N02AB03,include
+2572,pain,fentanyl,o4d4. ,N02AB03,include
+2573,pain,fentanyl,o4d5. ,N02AB03,include
+2574,pain,fentanyl,o4d6. ,N02AB03,include
+2575,pain,fentanyl,o4d7. ,N02AB03,include
+2576,pain,fentanyl,o4d8. ,N02AB03,include
+2577,pain,fentanyl,o4d9. ,N02AB03,include
+2578,pain,fentanyl,o4da. ,N02AB03,include
+2579,pain,fentanyl,o4dA. ,N02AB03,include
+2580,pain,fentanyl,o4db. ,N02AB03,include
+2581,pain,fentanyl,o4dB. ,N02AB03,include
+2582,pain,fentanyl,o4dc. ,N02AB03,include
+2583,pain,fentanyl,o4dC. ,N02AB03,include
+2584,pain,fentanyl,o4dd. ,N02AB03,include
+2585,pain,fentanyl,o4dD. ,N02AB03,include
+2586,pain,fentanyl,o4de. ,N02AB03,include
+2587,pain,fentanyl,o4dE. ,N02AB03,include
+2588,pain,fentanyl,o4df. ,N02AB03,include
+2589,pain,fentanyl,o4dF. ,N02AB03,include
+2590,pain,fentanyl,o4dg. ,N02AB03,include
+2591,pain,fentanyl,o4dh. ,N02AB03,include
+2592,pain,fentanyl,o4di. ,N02AB03,include
+2593,pain,fentanyl,o4dj. ,N02AB03,include
+2594,pain,fentanyl,o4dk. ,N02AB03,include
+2595,pain,fentanyl,o4dl. ,N02AB03,include
+2596,pain,fentanyl,o4dm. ,N02AB03,include
+2597,pain,fentanyl,o4dn. ,N02AB03,include
+2598,pain,fentanyl,o4do. ,N02AB03,include
+2599,pain,fentanyl,o4dp. ,N02AB03,include
+2600,pain,fentanyl,o4dq. ,N02AB03,include
+2601,pain,fentanyl,o4dr. ,N02AB03,include
+2602,pain,fentanyl,o4ds. ,N02AB03,include
+2603,pain,fentanyl,o4dt. ,N02AB03,include
+2604,pain,fentanyl,o4du. ,N02AB03,include
+2605,pain,fentanyl,o4dv. ,N02AB03,include
+2606,pain,fentanyl,o4dw. ,N02AB03,include
+2607,pain,fentanyl,o4dx. ,N02AB03,include
+2608,pain,fentanyl,o4dy. ,N02AB03,include
+2609,pain,fentanyl,o4dz. ,N02AB03,include
+2610,pain,frovatriptan,dlE.. ,N02CC07,include
+2611,pain,frovatriptan,dlE1. ,N02CC07,include
+2612,pain,hydromorphone,djj.. ,N02AA03,include
+2613,pain,hydromorphone,djj1. ,N02AA03,include
+2614,pain,hydromorphone,djj2. ,N02AA03,include
+2615,pain,hydromorphone,djj3. ,N02AA03,include
+2616,pain,hydromorphone,djj4. ,N02AA03,include
+2617,pain,hydromorphone,djj5. ,N02AA03,include
+2618,pain,hydromorphone,djj6. ,N02AA03,include
+2619,pain,hydromorphone,djj7. ,N02AA03,include
+2620,pain,hydromorphone,djj8. ,N02AA03,include
+2621,pain,hydromorphone,djj9. ,N02AA03,include
+2622,pain,hydromorphone,djjA. ,N02AA03,include
+2623,pain,hydromorphone,djjB. ,N02AA03,include
+2624,pain,hydromorphone,djjC. ,N02AA03,include
+2625,pain,hydromorphone,djjD. ,N02AA03,include
+2626,pain,hydromorphone,djjE. ,N02AA03,include
+2627,pain,lisuride,dq7.. ,N02CA07,include
+2628,pain,lisuride,dq71. ,N02CA07,include
+2629,pain,meptazinol,djb.. ,N02AX05,include
+2630,pain,meptazinol,djb3. ,N02AX05,include
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+2633,pain,meptazinol,o443. ,N02AX05,include
+2634,pain,meptazinol,o44z. ,N02AX05,include
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+2639,pain,morphine,dj11. ,N02AA01,include
+2640,pain,morphine,dj12. ,N02AA01,include
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+2642,pain,morphine,dj14. ,N02AA01,include
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+2646,pain,morphine,dj18. ,N02AA01,include
+2647,pain,morphine,dj19. ,N02AA01,include
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+2649,pain,morphine,dj1A. ,N02AA01,include
+2650,pain,morphine,dj1B. ,N02AA01,include
+2651,pain,morphine,dj1C. ,N02AA01,include
+2652,pain,morphine,dj1D. ,N02AA01,include
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+2656,pain,morphine,dj1F. ,N02AA01,include
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+2658,pain,morphine,dj1G. ,N02AA01,include
+2659,pain,morphine,dj1h. ,N02AA01,include
+2660,pain,morphine,dj1H. ,N02AA01,include
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+2663,pain,morphine,dj1j. ,N02AA01,include
+2664,pain,morphine,dj1J. ,N02AA01,include
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+2666,pain,morphine,dj1K. ,N02AA01,include
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+2670,pain,morphine,dj1M. ,N02AA01,include
+2671,pain,morphine,dj1n. ,N02AA01,include
+2672,pain,morphine,dj1N. ,N02AA01,include
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+2674,pain,morphine,dj1O. ,N02AA01,include
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+2680,pain,morphine,dj1R. ,N02AA01,include
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+2706,pain,morphine,djy7. ,N02AA01,include
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+2721,pain,morphine,djz3. ,N02AA01,include
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+2723,pain,morphine,djz5. ,N02AA01,include
+2724,pain,morphine,djz6. ,N02AA01,include
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+2726,pain,morphine,djz8. ,N02AA01,include
+2727,pain,morphine,djz9. ,N02AA01,include
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+2729,pain,morphine,djzA. ,N02AA01,include
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+2731,pain,morphine,djzB. ,N02AA01,include
+2732,pain,morphine,djzc. ,N02AA01,include
+2733,pain,morphine,djzC. ,N02AA01,include
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+2735,pain,morphine,djzD. ,N02AA01,include
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+2737,pain,morphine,djzE. ,N02AA01,include
+2738,pain,morphine,djzf. ,N02AA01,include
+2739,pain,morphine,djzF. ,N02AA01,include
+2740,pain,morphine,djzg. ,N02AA01,include
+2741,pain,morphine,djzG. ,N02AA01,include
+2742,pain,morphine,djzh. ,N02AA01,include
+2743,pain,morphine,djzH. ,N02AA01,include
+2744,pain,morphine,djzi. ,N02AA01,include
+2745,pain,morphine,djzI. ,N02AA01,include
+2746,pain,morphine,djzj. ,N02AA01,include
+2747,pain,morphine,djzJ. ,N02AA01,include
+2748,pain,morphine,djzk. ,N02AA01,include
+2749,pain,morphine,djzK. ,N02AA01,include
+2750,pain,morphine,djzl. ,N02AA01,include
+2751,pain,morphine,djzL. ,N02AA01,include
+2752,pain,morphine,djzm. ,N02AA01,include
+2753,pain,morphine,djzM. ,N02AA01,include
+2754,pain,morphine,djzn. ,N02AA01,include
+2755,pain,morphine,djzo. ,N02AA01,include
+2756,pain,morphine,djzO. ,N02AA01,include
+2757,pain,morphine,djzp. ,N02AA01,include
+2758,pain,morphine,djzP. ,N02AA01,include
+2759,pain,morphine,djzq. ,N02AA01,include
+2760,pain,morphine,djzQ. ,N02AA01,include
+2761,pain,morphine,djzr. ,N02AA01,include
+2762,pain,morphine,djzR. ,N02AA01,include
+2763,pain,morphine,djzs. ,N02AA01,include
+2764,pain,morphine,djzS. ,N02AA01,include
+2765,pain,morphine,djzt. ,N02AA01,include
+2766,pain,morphine,djzT. ,N02AA01,include
+2767,pain,morphine,djzu. ,N02AA01,include
+2768,pain,morphine,djzU. ,N02AA01,include
+2769,pain,morphine,djzv. ,N02AA01,include
+2770,pain,morphine,djzV. ,N02AA01,include
+2771,pain,morphine,djzw. ,N02AA01,include
+2772,pain,morphine,djzW. ,N02AA01,include
+2773,pain,morphine,djzx. ,N02AA01,include
+2774,pain,morphine,djzX. ,N02AA01,include
+2775,pain,morphine,djzy. ,N02AA01,include
+2776,pain,morphine,djzY. ,N02AA01,include
+2777,pain,morphine,djzz. ,N02AA01,include
+2778,pain,morphine,djzZ. ,N02AA01,include
+2779,pain,morphine,o45.. ,N02AA01,include
+2780,pain,morphine,o451. ,N02AA01,include
+2781,pain,morphine,o452. ,N02AA01,include
+2782,pain,morphine,o453. ,N02AA01,include
+2783,pain,morphine,o454. ,N02AA01,include
+2784,pain,morphine,o455. ,N02AA01,include
+2785,pain,morphine,o456. ,N02AA01,include
+2786,pain,morphine,o457. ,N02AA01,include
+2787,pain,"morphine, combinations",dia9. ,N02AA51,include
+2788,pain,"morphine, combinations",dj1c. ,N02AA51,include
+2789,pain,"morphine, combinations",dj1d. ,N02AA51,include
+2790,pain,"morphine, combinations",dj25. ,N02AA51,include
+2791,pain,"morphine, combinations",o458. ,N02AA51,include
+2792,pain,"morphine, combinations",o473. ,N02AA51,include
+2793,pain,"morphine, combinations",o47B. ,N02AA51,include
+2794,pain,NA,di1j. ,N02BA13,include
+2795,pain,NA,dj22. ,N02AA09,include
+2796,pain,NA,dj7.. ,N02AA09,include
+2797,pain,NA,dj71. ,N02AA09,include
+2798,pain,NA,dj72. ,N02AA09,include
+2799,pain,NA,dj73. ,N02AA09,include
+2800,pain,NA,dj74. ,N02AA09,include
+2801,pain,NA,dj75. ,N02AA09,include
+2802,pain,NA,dj76. ,N02AA09,include
+2803,pain,NA,dj77. ,N02AA09,include
+2804,pain,NA,dj78. ,N02AA09,include
+2805,pain,NA,dj79. ,N02AA09,include
+2806,pain,NA,dj7A. ,N02AA09,include
+2807,pain,NA,dj7B. ,N02AA09,include
+2808,pain,NA,dj7C. ,N02AA09,include
+2809,pain,NA,dj7D. ,N02AA09,include
+2810,pain,NA,dj7E. ,N02AA09,include
+2811,pain,NA,dj7F. ,N02AA09,include
+2812,pain,NA,dj7G. ,N02AA09,include
+2813,pain,nabiximols,dA2.. ,N02BG10,include
+2814,pain,nabiximols,dA21. ,N02BG10,include
+2815,pain,nabiximols,dA22. ,N02BG10,include
+2816,pain,nalbuphine,djd.. ,N02AF02,include
+2817,pain,nalbuphine,djd1. ,N02AF02,include
+2818,pain,nalbuphine,djd2. ,N02AF02,include
+2819,pain,nalbuphine,djd3. ,N02AF02,include
+2820,pain,nalbuphine,djdz. ,N02AF02,include
+2821,pain,nalbuphine,o46.. ,N02AF02,include
+2822,pain,nalbuphine,o461. ,N02AF02,include
+2823,pain,nalbuphine,o462. ,N02AF02,include
+2824,pain,nalbuphine,o46z. ,N02AF02,include
+2825,pain,naratriptan,dl9.. ,N02CC02,include
+2826,pain,naratriptan,dl91. ,N02CC02,include
+2827,pain,naratriptan,dl92. ,N02CC02,include
+2828,pain,nefopam,di9.. ,N02BG06,include
+2829,pain,nefopam,di91. ,N02BG06,include
+2830,pain,nefopam,di92. ,N02BG06,include
+2831,pain,nefopam,di9y. ,N02BG06,include
+2832,pain,nefopam,di9z. ,N02BG06,include
+2833,pain,opium,dj1b. ,N02AA02,include
+2834,pain,oxycodone,djk.. ,N02AA05,include
+2835,pain,oxycodone,djk1. ,N02AA05,include
+2836,pain,oxycodone,djk2. ,N02AA05,include
+2837,pain,oxycodone,djk3. ,N02AA05,include
+2838,pain,oxycodone,djk4. ,N02AA05,include
+2839,pain,oxycodone,djk5. ,N02AA05,include
+2840,pain,oxycodone,djk6. ,N02AA05,include
+2841,pain,oxycodone,djk7. ,N02AA05,include
+2842,pain,oxycodone,djk8. ,N02AA05,include
+2843,pain,oxycodone,djk9. ,N02AA05,include
+2844,pain,oxycodone,djkA. ,N02AA05,include
+2845,pain,oxycodone,djkB. ,N02AA05,include
+2846,pain,oxycodone,djke. ,N02AA05,include
+2847,pain,oxycodone,djkE. ,N02AA05,include
+2848,pain,oxycodone,djkf. ,N02AA05,include
+2849,pain,oxycodone,djkg. ,N02AA05,include
+2850,pain,oxycodone,djkh. ,N02AA05,include
+2851,pain,oxycodone,djkH. ,N02AA05,include
+2852,pain,oxycodone,djkI. ,N02AA05,include
+2853,pain,oxycodone,djkJ. ,N02AA05,include
+2854,pain,oxycodone,djkk. ,N02AA05,include
+2855,pain,oxycodone,djkK. ,N02AA05,include
+2856,pain,oxycodone,djkL. ,N02AA05,include
+2857,pain,oxycodone,djkM. ,N02AA05,include
+2858,pain,oxycodone,djkn. ,N02AA05,include
+2859,pain,oxycodone,djkN. ,N02AA05,include
+2860,pain,oxycodone,djko. ,N02AA05,include
+2861,pain,oxycodone,djkO. ,N02AA05,include
+2862,pain,oxycodone,djkp. ,N02AA05,include
+2863,pain,oxycodone,djkP. ,N02AA05,include
+2864,pain,oxycodone,djkq. ,N02AA05,include
+2865,pain,oxycodone,djkQ. ,N02AA05,include
+2866,pain,oxycodone,djkr. ,N02AA05,include
+2867,pain,oxycodone,djkR. ,N02AA05,include
+2868,pain,oxycodone,djks. ,N02AA05,include
+2869,pain,oxycodone,djkS. ,N02AA05,include
+2870,pain,oxycodone,djkt. ,N02AA05,include
+2871,pain,oxycodone,djkT. ,N02AA05,include
+2872,pain,oxycodone,djku. ,N02AA05,include
+2873,pain,oxycodone,djkU. ,N02AA05,include
+2874,pain,oxycodone,djkv. ,N02AA05,include
+2875,pain,oxycodone,djkV. ,N02AA05,include
+2876,pain,oxycodone,djkw. ,N02AA05,include
+2877,pain,oxycodone,djkW. ,N02AA05,include
+2878,pain,oxycodone,djkx. ,N02AA05,include
+2879,pain,oxycodone,djkX. ,N02AA05,include
+2880,pain,oxycodone,djky. ,N02AA05,include
+2881,pain,oxycodone,djkz. ,N02AA05,include
+2882,pain,"oxycodone, combinations",djkC. ,N02AA55,include
+2883,pain,"oxycodone, combinations",djkD. ,N02AA55,include
+2884,pain,"oxycodone, combinations",djkF. ,N02AA55,include
+2885,pain,"oxycodone, combinations",djkG. ,N02AA55,include
+2886,pain,"oxycodone, combinations",djki. ,N02AA55,include
+2887,pain,"oxycodone, combinations",djkj. ,N02AA55,include
+2888,pain,"oxycodone, combinations",djkl. ,N02AA55,include
+2889,pain,"oxycodone, combinations",djkm. ,N02AA55,include
+2890,pain,papaveretum,dje.. ,N02AA10,include
+2891,pain,papaveretum,o47.. ,N02AA10,include
+2892,pain,papaveretum,o471. ,N02AA10,include
+2893,pain,papaveretum,o472. ,N02AA10,include
+2894,pain,papaveretum,o474. ,N02AA10,include
+2895,pain,papaveretum,o475. ,N02AA10,include
+2896,pain,papaveretum,o476. ,N02AA10,include
+2897,pain,papaveretum,o477. ,N02AA10,include
+2898,pain,papaveretum,o478. ,N02AA10,include
+2899,pain,papaveretum,o479. ,N02AA10,include
+2900,pain,papaveretum,o47A. ,N02AA10,include
+2901,pain,papaveretum,o47y. ,N02AA10,include
+2902,pain,papaveretum,o47z. ,N02AA10,include
+2903,pain,papaveretum,o4b.. ,N02AA10,include
+2904,pain,papaveretum,o4b1. ,N02AA10,include
+2905,pain,papaveretum,o4b2. ,N02AA10,include
+2906,pain,paracetamol,di2.. ,N02BE01,include
+2907,pain,paracetamol,di21. ,N02BE01,include
+2908,pain,paracetamol,di22. ,N02BE01,include
+2909,pain,paracetamol,di23. ,N02BE01,include
+2910,pain,paracetamol,di24. ,N02BE01,include
+2911,pain,paracetamol,di25. ,N02BE01,include
+2912,pain,paracetamol,di26. ,N02BE01,include
+2913,pain,paracetamol,di27. ,N02BE01,include
+2914,pain,paracetamol,di28. ,N02BE01,include
+2915,pain,paracetamol,di29. ,N02BE01,include
+2916,pain,paracetamol,di2a. ,N02BE01,include
+2917,pain,paracetamol,di2A. ,N02BE01,include
+2918,pain,paracetamol,di2b. ,N02BE01,include
+2919,pain,paracetamol,di2B. ,N02BE01,include
+2920,pain,paracetamol,di2c. ,N02BE01,include
+2921,pain,paracetamol,di2C. ,N02BE01,include
+2922,pain,paracetamol,di2d. ,N02BE01,include
+2923,pain,paracetamol,di2e. ,N02BE01,include
+2924,pain,paracetamol,di2E. ,N02BE01,include
+2925,pain,paracetamol,di2F. ,N02BE01,include
+2926,pain,paracetamol,di2g. ,N02BE01,include
+2927,pain,paracetamol,di2h. ,N02BE01,include
+2928,pain,paracetamol,di2i. ,N02BE01,include
+2929,pain,paracetamol,di2I. ,N02BE01,include
+2930,pain,paracetamol,di2j. ,N02BE01,include
+2931,pain,paracetamol,di2J. ,N02BE01,include
+2932,pain,paracetamol,di2K. ,N02BE01,include
+2933,pain,paracetamol,di2l. ,N02BE01,include
+2934,pain,paracetamol,di2L. ,N02BE01,include
+2935,pain,paracetamol,di2m. ,N02BE01,include
+2936,pain,paracetamol,di2M. ,N02BE01,include
+2937,pain,paracetamol,di2n. ,N02BE01,include
+2938,pain,paracetamol,di2N. ,N02BE01,include
+2939,pain,paracetamol,di2o. ,N02BE01,include
+2940,pain,paracetamol,di2O. ,N02BE01,include
+2941,pain,paracetamol,di2p. ,N02BE01,include
+2942,pain,paracetamol,di2P. ,N02BE01,include
+2943,pain,paracetamol,di2q. ,N02BE01,include
+2944,pain,paracetamol,di2Q. ,N02BE01,include
+2945,pain,paracetamol,di2r. ,N02BE01,include
+2946,pain,paracetamol,di2R. ,N02BE01,include
+2947,pain,paracetamol,di2s. ,N02BE01,include
+2948,pain,paracetamol,di2S. ,N02BE01,include
+2949,pain,paracetamol,di2t. ,N02BE01,include
+2950,pain,paracetamol,di2T. ,N02BE01,include
+2951,pain,paracetamol,di2u. ,N02BE01,include
+2952,pain,paracetamol,di2U. ,N02BE01,include
+2953,pain,paracetamol,di2V. ,N02BE01,include
+2954,pain,paracetamol,di2w. ,N02BE01,include
+2955,pain,paracetamol,di2W. ,N02BE01,include
+2956,pain,paracetamol,di2x. ,N02BE01,include
+2957,pain,paracetamol,di2X. ,N02BE01,include
+2958,pain,paracetamol,di2y. ,N02BE01,include
+2959,pain,paracetamol,di2Y. ,N02BE01,include
+2960,pain,paracetamol,di2Z. ,N02BE01,include
+2961,pain,paracetamol,diaA. ,N02BE01,include
+2962,pain,paracetamol,diaC. ,N02BE01,include
+2963,pain,paracetamol,did.. ,N02BE01,include
+2964,pain,paracetamol,did1. ,N02BE01,include
+2965,pain,paracetamol,did2. ,N02BE01,include
+2966,pain,paracetamol,did3. ,N02BE01,include
+2967,pain,paracetamol,did4. ,N02BE01,include
+2968,pain,paracetamol,did5. ,N02BE01,include
+2969,pain,paracetamol,did7. ,N02BE01,include
+2970,pain,paracetamol,did8. ,N02BE01,include
+2971,pain,paracetamol,did9. ,N02BE01,include
+2972,pain,paracetamol,didA. ,N02BE01,include
+2973,pain,paracetamol,didB. ,N02BE01,include
+2974,pain,paracetamol,didC. ,N02BE01,include
+2975,pain,paracetamol,didD. ,N02BE01,include
+2976,pain,paracetamol,didE. ,N02BE01,include
+2977,pain,paracetamol,didF. ,N02BE01,include
+2978,pain,paracetamol,didG. ,N02BE01,include
+2979,pain,paracetamol,didH. ,N02BE01,include
+2980,pain,paracetamol,didu. ,N02BE01,include
+2981,pain,paracetamol,didv. ,N02BE01,include
+2982,pain,paracetamol,didw. ,N02BE01,include
+2983,pain,paracetamol,didx. ,N02BE01,include
+2984,pain,paracetamol,didy. ,N02BE01,include
+2985,pain,paracetamol,didz. ,N02BE01,include
+2986,pain,"paracetamol, combinations excl. psycholeptics",di2f. ,N02BE51,include
+2987,pain,"paracetamol, combinations excl. psycholeptics",di2G. ,N02BE51,include
+2988,pain,"paracetamol, combinations excl. psycholeptics",di2H. ,N02BE51,include
+2989,pain,"paracetamol, combinations excl. psycholeptics",di2v. ,N02BE51,include
+2990,pain,"paracetamol, combinations excl. psycholeptics",dia1. ,N02BE51,include
+2991,pain,"paracetamol, combinations excl. psycholeptics",dia2. ,N02BE51,include
+2992,pain,"paracetamol, combinations excl. psycholeptics",dia3. ,N02BE51,include
+2993,pain,"paracetamol, combinations excl. psycholeptics",dia6. ,N02BE51,include
+2994,pain,"paracetamol, combinations excl. psycholeptics",diaa. ,N02BE51,include
+2995,pain,"paracetamol, combinations excl. psycholeptics",diaD. ,N02BE51,include
+2996,pain,"paracetamol, combinations excl. psycholeptics",diaF. ,N02BE51,include
+2997,pain,"paracetamol, combinations excl. psycholeptics",diah. ,N02BE51,include
+2998,pain,"paracetamol, combinations excl. psycholeptics",diaH. ,N02BE51,include
+2999,pain,"paracetamol, combinations excl. psycholeptics",diaI. ,N02BE51,include
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+3001,pain,"paracetamol, combinations excl. psycholeptics",diaK. ,N02BE51,include
+3002,pain,"paracetamol, combinations excl. psycholeptics",dial. ,N02BE51,include
+3003,pain,"paracetamol, combinations excl. psycholeptics",diaL. ,N02BE51,include
+3004,pain,"paracetamol, combinations excl. psycholeptics",diam. ,N02BE51,include
+3005,pain,"paracetamol, combinations excl. psycholeptics",diaM. ,N02BE51,include
+3006,pain,"paracetamol, combinations excl. psycholeptics",dian. ,N02BE51,include
+3007,pain,"paracetamol, combinations excl. psycholeptics",diao. ,N02BE51,include
+3008,pain,"paracetamol, combinations excl. psycholeptics",diap. ,N02BE51,include
+3009,pain,"paracetamol, combinations excl. psycholeptics",diaq. ,N02BE51,include
+3010,pain,"paracetamol, combinations excl. psycholeptics",diaQ. ,N02BE51,include
+3011,pain,"paracetamol, combinations excl. psycholeptics",diar. ,N02BE51,include
+3012,pain,"paracetamol, combinations excl. psycholeptics",diaR. ,N02BE51,include
+3013,pain,"paracetamol, combinations excl. psycholeptics",diaS. ,N02BE51,include
+3014,pain,"paracetamol, combinations excl. psycholeptics",diaT. ,N02BE51,include
+3015,pain,"paracetamol, combinations excl. psycholeptics",diau. ,N02BE51,include
+3016,pain,"paracetamol, combinations excl. psycholeptics",diaU. ,N02BE51,include
+3017,pain,"paracetamol, combinations excl. psycholeptics",diaV. ,N02BE51,include
+3018,pain,"paracetamol, combinations excl. psycholeptics",diaX. ,N02BE51,include
+3019,pain,"paracetamol, combinations excl. psycholeptics",diaY. ,N02BE51,include
+3020,pain,"paracetamol, combinations excl. psycholeptics",diaZ. ,N02BE51,include
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+3022,pain,"paracetamol, combinations excl. psycholeptics",dib5. ,N02BE51,include
+3023,pain,"paracetamol, combinations excl. psycholeptics",dib8. ,N02BE51,include
+3024,pain,"paracetamol, combinations excl. psycholeptics",diba. ,N02BE51,include
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+3026,pain,"paracetamol, combinations excl. psycholeptics",dibB. ,N02BE51,include
+3027,pain,"paracetamol, combinations excl. psycholeptics",dibD. ,N02BE51,include
+3028,pain,"paracetamol, combinations excl. psycholeptics",dibe. ,N02BE51,include
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+3031,pain,"paracetamol, combinations excl. psycholeptics",dibj. ,N02BE51,include
+3032,pain,"paracetamol, combinations excl. psycholeptics",dibL. ,N02BE51,include
+3033,pain,"paracetamol, combinations excl. psycholeptics",dibM. ,N02BE51,include
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+3035,pain,"paracetamol, combinations excl. psycholeptics",dibN. ,N02BE51,include
+3036,pain,"paracetamol, combinations excl. psycholeptics",dibO. ,N02BE51,include
+3037,pain,"paracetamol, combinations excl. psycholeptics",dibp. ,N02BE51,include
+3038,pain,"paracetamol, combinations excl. psycholeptics",dibP. ,N02BE51,include
+3039,pain,"paracetamol, combinations excl. psycholeptics",dibQ. ,N02BE51,include
+3040,pain,"paracetamol, combinations excl. psycholeptics",dibR. ,N02BE51,include
+3041,pain,"paracetamol, combinations excl. psycholeptics",dibs. ,N02BE51,include
+3042,pain,"paracetamol, combinations excl. psycholeptics",dibS. ,N02BE51,include
+3043,pain,"paracetamol, combinations excl. psycholeptics",dibt. ,N02BE51,include
+3044,pain,"paracetamol, combinations excl. psycholeptics",dibT. ,N02BE51,include
+3045,pain,"paracetamol, combinations excl. psycholeptics",dibu. ,N02BE51,include
+3046,pain,"paracetamol, combinations excl. psycholeptics",dibU. ,N02BE51,include
+3047,pain,"paracetamol, combinations excl. psycholeptics",dibV. ,N02BE51,include
+3048,pain,"paracetamol, combinations excl. psycholeptics",dibW. ,N02BE51,include
+3049,pain,"paracetamol, combinations excl. psycholeptics",dibX. ,N02BE51,include
+3050,pain,"paracetamol, combinations excl. psycholeptics",dibY. ,N02BE51,include
+3051,pain,"paracetamol, combinations excl. psycholeptics",dibz. ,N02BE51,include
+3052,pain,"paracetamol, combinations excl. psycholeptics",dibZ. ,N02BE51,include
+3053,pain,"paracetamol, combinations excl. psycholeptics",dic1. ,N02BE51,include
+3054,pain,"paracetamol, combinations excl. psycholeptics",dic2. ,N02BE51,include
+3055,pain,"paracetamol, combinations excl. psycholeptics",dic3. ,N02BE51,include
+3056,pain,"paracetamol, combinations excl. psycholeptics",dic4. ,N02BE51,include
+3057,pain,"paracetamol, combinations excl. psycholeptics",dic5. ,N02BE51,include
+3058,pain,"paracetamol, combinations excl. psycholeptics",dic9. ,N02BE51,include
+3059,pain,"paracetamol, combinations excl. psycholeptics",dica. ,N02BE51,include
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+3061,pain,"paracetamol, combinations excl. psycholeptics",dicD. ,N02BE51,include
+3062,pain,"paracetamol, combinations excl. psycholeptics",dicE. ,N02BE51,include
+3063,pain,"paracetamol, combinations excl. psycholeptics",dicF. ,N02BE51,include
+3064,pain,"paracetamol, combinations excl. psycholeptics",dicG. ,N02BE51,include
+3065,pain,"paracetamol, combinations excl. psycholeptics",dicI. ,N02BE51,include
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+3067,pain,"paracetamol, combinations excl. psycholeptics",dicK. ,N02BE51,include
+3068,pain,"paracetamol, combinations excl. psycholeptics",dicL. ,N02BE51,include
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+3070,pain,"paracetamol, combinations excl. psycholeptics",dicN. ,N02BE51,include
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+3072,pain,"paracetamol, combinations excl. psycholeptics",dicR. ,N02BE51,include
+3073,pain,"paracetamol, combinations excl. psycholeptics",dicS. ,N02BE51,include
+3074,pain,"paracetamol, combinations excl. psycholeptics",dicT. ,N02BE51,include
+3075,pain,"paracetamol, combinations excl. psycholeptics",dicU. ,N02BE51,include
+3076,pain,"paracetamol, combinations excl. psycholeptics",dicv. ,N02BE51,include
+3077,pain,"paracetamol, combinations excl. psycholeptics",dicV. ,N02BE51,include
+3078,pain,"paracetamol, combinations excl. psycholeptics",dicW. ,N02BE51,include
+3079,pain,"paracetamol, combinations excl. psycholeptics",dicX. ,N02BE51,include
+3080,pain,"paracetamol, combinations excl. psycholeptics",dicy. ,N02BE51,include
+3081,pain,"paracetamol, combinations excl. psycholeptics",did6. ,N02BE51,include
+3082,pain,"paracetamol, combinations with psycholeptics",diaj. ,N02BE71,include
+3083,pain,"paracetamol, combinations with psycholeptics",dib2. ,N02BE71,include
+3084,pain,"paracetamol, combinations with psycholeptics",diby. ,N02BE71,include
+3085,pain,pentazocine,djf.. ,N02AD01,include
+3086,pain,pentazocine,djf1. ,N02AD01,include
+3087,pain,pentazocine,djf2. ,N02AD01,include
+3088,pain,pentazocine,djf3. ,N02AD01,include
+3089,pain,pentazocine,djf4. ,N02AD01,include
+3090,pain,pentazocine,djf5. ,N02AD01,include
+3091,pain,pentazocine,djf6. ,N02AD01,include
+3092,pain,pentazocine,djf7. ,N02AD01,include
+3093,pain,pentazocine,djf8. ,N02AD01,include
+3094,pain,pentazocine,djf9. ,N02AD01,include
+3095,pain,pentazocine,djfa. ,N02AD01,include
+3096,pain,pethidine,djg.. ,N02AB02,include
+3097,pain,pethidine,djg2. ,N02AB02,include
+3098,pain,pethidine,djg3. ,N02AB02,include
+3099,pain,pethidine,djg4. ,N02AB02,include
+3100,pain,pethidine,djg6. ,N02AB02,include
+3101,pain,pethidine,o48.. ,N02AB02,include
+3102,pain,pethidine,o481. ,N02AB02,include
+3103,pain,pethidine,o482. ,N02AB02,include
+3104,pain,pethidine,o483. ,N02AB02,include
+3105,pain,pethidine,o484. ,N02AB02,include
+3106,pain,"pethidine, combinations excl. psycholeptics",djg5. ,N02AB52,include
+3107,pain,"pethidine, combinations excl. psycholeptics",o485. ,N02AB52,include
+3108,pain,phenazocine,djh.. ,N02AD02,include
+3109,pain,phenazocine,djh1. ,N02AD02,include
+3110,pain,phenazocine,djhz. ,N02AD02,include
+3111,pain,pizotifen,dm3.. ,N02CX01,include
+3112,pain,pizotifen,dm31. ,N02CX01,include
+3113,pain,pizotifen,dm32. ,N02CX01,include
+3114,pain,pizotifen,dm33. ,N02CX01,include
+3115,pain,pizotifen,dm3x. ,N02CX01,include
+3116,pain,pizotifen,dm3y. ,N02CX01,include
+3117,pain,pizotifen,dm3z. ,N02CX01,include
+3118,pain,rizatriptan,dlA.. ,N02CC04,include
+3119,pain,rizatriptan,dlA1. ,N02CC04,include
+3120,pain,rizatriptan,dlA2. ,N02CC04,include
+3121,pain,rizatriptan,dlA3. ,N02CC04,include
+3122,pain,rizatriptan,dlA4. ,N02CC04,include
+3123,pain,rizatriptan,dlA5. ,N02CC04,include
+3124,pain,rizatriptan,dlA6. ,N02CC04,include
+3125,pain,salsalate,j14.. ,N02BA06,include
+3126,pain,salsalate,j141. ,N02BA06,include
+3127,pain,salsalate,j14z. ,N02BA06,include
+3128,pain,sodium salicylate,j15.. ,N02BA04,include
+3129,pain,sodium salicylate,j151. ,N02BA04,include
+3130,pain,sodium salicylate,j152. ,N02BA04,include
+3131,pain,sumatriptan,dl5.. ,N02CC01,include
+3132,pain,sumatriptan,dl51. ,N02CC01,include
+3133,pain,sumatriptan,dl52. ,N02CC01,include
+3134,pain,sumatriptan,dl53. ,N02CC01,include
+3135,pain,sumatriptan,dl54. ,N02CC01,include
+3136,pain,sumatriptan,dl55. ,N02CC01,include
+3137,pain,sumatriptan,dl56. ,N02CC01,include
+3138,pain,sumatriptan,dl57. ,N02CC01,include
+3139,pain,sumatriptan,dl58. ,N02CC01,include
+3140,pain,sumatriptan,dl59. ,N02CC01,include
+3141,pain,sumatriptan,dl5A. ,N02CC01,include
+3142,pain,sumatriptan,dl5B. ,N02CC01,include
+3143,pain,sumatriptan,dl5C. ,N02CC01,include
+3144,pain,sumatriptan,dl5D. ,N02CC01,include
+3145,pain,sumatriptan,dl5E. ,N02CC01,include
+3146,pain,sumatriptan,dl7.. ,N02CC01,include
+3147,pain,sumatriptan,dl71. ,N02CC01,include
+3148,pain,sumatriptan,dl72. ,N02CC01,include
+3149,pain,sumatriptan,dl73. ,N02CC01,include
+3150,pain,sumatriptan,dl74. ,N02CC01,include
+3151,pain,tapentadol,djB.. ,N02AX06,include
+3152,pain,tapentadol,djB1. ,N02AX06,include
+3153,pain,tapentadol,djB2. ,N02AX06,include
+3154,pain,tapentadol,djB3. ,N02AX06,include
+3155,pain,tapentadol,djB4. ,N02AX06,include
+3156,pain,tapentadol,djB5. ,N02AX06,include
+3157,pain,tapentadol,djB6. ,N02AX06,include
+3158,pain,tapentadol,djB7. ,N02AX06,include
+3159,pain,tapentadol,djBT. ,N02AX06,include
+3160,pain,tapentadol,djBU. ,N02AX06,include
+3161,pain,tapentadol,djBV. ,N02AX06,include
+3162,pain,tapentadol,djBW. ,N02AX06,include
+3163,pain,tapentadol,djBX. ,N02AX06,include
+3164,pain,tapentadol,djBY. ,N02AX06,include
+3165,pain,tapentadol,djBZ. ,N02AX06,include
+3166,pain,tramadol,djA.. ,N02AX02,include
+3167,pain,tramadol,djA1. ,N02AX02,include
+3168,pain,tramadol,djA2. ,N02AX02,include
+3169,pain,tramadol,djA3. ,N02AX02,include
+3170,pain,tramadol,djA4. ,N02AX02,include
+3171,pain,tramadol,djA5. ,N02AX02,include
+3172,pain,tramadol,djA6. ,N02AX02,include
+3173,pain,tramadol,djA7. ,N02AX02,include
+3174,pain,tramadol,djA8. ,N02AX02,include
+3175,pain,tramadol,djA9. ,N02AX02,include
+3176,pain,tramadol,djAa. ,N02AX02,include
+3177,pain,tramadol,djAb. ,N02AX02,include
+3178,pain,tramadol,djAc. ,N02AX02,include
+3179,pain,tramadol,djAd. ,N02AX02,include
+3180,pain,tramadol,djAe. ,N02AX02,include
+3181,pain,tramadol,djAf. ,N02AX02,include
+3182,pain,tramadol,djAg. ,N02AX02,include
+3183,pain,tramadol,djAh. ,N02AX02,include
+3184,pain,tramadol,djAi. ,N02AX02,include
+3185,pain,tramadol,djAj. ,N02AX02,include
+3186,pain,tramadol,djAk. ,N02AX02,include
+3187,pain,tramadol,djAl. ,N02AX02,include
+3188,pain,tramadol,djAm. ,N02AX02,include
+3189,pain,tramadol,djAn. ,N02AX02,include
+3190,pain,tramadol,djAo. ,N02AX02,include
+3191,pain,tramadol,dji.. ,N02AX02,include
+3192,pain,tramadol,dji1. ,N02AX02,include
+3193,pain,tramadol,dji2. ,N02AX02,include
+3194,pain,tramadol,dji3. ,N02AX02,include
+3195,pain,tramadol,dji4. ,N02AX02,include
+3196,pain,tramadol,dji5. ,N02AX02,include
+3197,pain,tramadol,dji6. ,N02AX02,include
+3198,pain,tramadol,dji7. ,N02AX02,include
+3199,pain,tramadol,dji8. ,N02AX02,include
+3200,pain,tramadol,dji9. ,N02AX02,include
+3201,pain,tramadol,djia. ,N02AX02,include
+3202,pain,tramadol,djiA. ,N02AX02,include
+3203,pain,tramadol,djib. ,N02AX02,include
+3204,pain,tramadol,djiB. ,N02AX02,include
+3205,pain,tramadol,djic. ,N02AX02,include
+3206,pain,tramadol,djiC. ,N02AX02,include
+3207,pain,tramadol,djid. ,N02AX02,include
+3208,pain,tramadol,djiD. ,N02AX02,include
+3209,pain,tramadol,djie. ,N02AX02,include
+3210,pain,tramadol,djiE. ,N02AX02,include
+3211,pain,tramadol,djif. ,N02AX02,include
+3212,pain,tramadol,djiF. ,N02AX02,include
+3213,pain,tramadol,djig. ,N02AX02,include
+3214,pain,tramadol,djiG. ,N02AX02,include
+3215,pain,tramadol,djih. ,N02AX02,include
+3216,pain,tramadol,djiH. ,N02AX02,include
+3217,pain,tramadol,djii. ,N02AX02,include
+3218,pain,tramadol,djiI. ,N02AX02,include
+3219,pain,tramadol,djij. ,N02AX02,include
+3220,pain,tramadol,djiJ. ,N02AX02,include
+3221,pain,tramadol,djik. ,N02AX02,include
+3222,pain,tramadol,djiK. ,N02AX02,include
+3223,pain,tramadol,djil. ,N02AX02,include
+3224,pain,tramadol,djiL. ,N02AX02,include
+3225,pain,tramadol,djim. ,N02AX02,include
+3226,pain,tramadol,djiM. ,N02AX02,include
+3227,pain,tramadol,djin. ,N02AX02,include
+3228,pain,tramadol,djiN. ,N02AX02,include
+3229,pain,tramadol,djio. ,N02AX02,include
+3230,pain,tramadol,djiO. ,N02AX02,include
+3231,pain,tramadol,djip. ,N02AX02,include
+3232,pain,tramadol,djiP. ,N02AX02,include
+3233,pain,tramadol,djiq. ,N02AX02,include
+3234,pain,tramadol,djiQ. ,N02AX02,include
+3235,pain,tramadol,djir. ,N02AX02,include
+3236,pain,tramadol,djiR. ,N02AX02,include
+3237,pain,tramadol,djis. ,N02AX02,include
+3238,pain,tramadol,djiS. ,N02AX02,include
+3239,pain,tramadol,djit. ,N02AX02,include
+3240,pain,tramadol,djiT. ,N02AX02,include
+3241,pain,tramadol,djiU. ,N02AX02,include
+3242,pain,tramadol,djiv. ,N02AX02,include
+3243,pain,tramadol,djiV. ,N02AX02,include
+3244,pain,tramadol,djiw. ,N02AX02,include
+3245,pain,tramadol,djiW. ,N02AX02,include
+3246,pain,tramadol,djix. ,N02AX02,include
+3247,pain,tramadol,djiX. ,N02AX02,include
+3248,pain,tramadol,djiy. ,N02AX02,include
+3249,pain,tramadol,djiY. ,N02AX02,include
+3250,pain,tramadol,djiz. ,N02AX02,include
+3251,pain,tramadol,djiZ. ,N02AX02,include
+3252,pain,"tramadol, combinations",dicO. ,N02AX52,include
+3253,pain,"tramadol, combinations",dicx. ,N02AX52,include
+3254,pain,"tramadol, combinations",dicY. ,N02AX52,include
+3255,pain,"tramadol, combinations",dicz. ,N02AX52,include
+3256,pain,ziconotide,die.. ,N02BG08,include
+3257,pain,ziconotide,dieA. ,N02BG08,include
+3258,pain,ziconotide,dieB. ,N02BG08,include
+3259,pain,ziconotide,diey. ,N02BG08,include
+3260,pain,ziconotide,diez. ,N02BG08,include
+3261,pain,zolmitriptan,dl8.. ,N02CC03,include
+3262,pain,zolmitriptan,dl81. ,N02CC03,include
+3263,pain,zolmitriptan,dl82. ,N02CC03,include
+3264,pain,zolmitriptan,dl83. ,N02CC03,include
+3265,pain,zolmitriptan,dl84. ,N02CC03,include
+3266,pain,zolmitriptan,dl85. ,N02CC03,include
+3267,pain,zolmitriptan,dl86. ,N02CC03,include
+3268,pain,zolmitriptan,dl87. ,N02CC03,include
+3269,pain,zolmitriptan,dl88. ,N02CC03,include
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+3272,pain_if_no_epilepsy,carbamazepine,dn32. ,N03AF01,include
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+3274,pain_if_no_epilepsy,carbamazepine,dn34. ,N03AF01,include
+3275,pain_if_no_epilepsy,carbamazepine,dn35. ,N03AF01,include
+3276,pain_if_no_epilepsy,carbamazepine,dn36. ,N03AF01,include
+3277,pain_if_no_epilepsy,carbamazepine,dn37. ,N03AF01,include
+3278,pain_if_no_epilepsy,carbamazepine,dn38. ,N03AF01,include
+3279,pain_if_no_epilepsy,carbamazepine,dn39. ,N03AF01,include
+3280,pain_if_no_epilepsy,carbamazepine,dn3a. ,N03AF01,include
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+3282,pain_if_no_epilepsy,carbamazepine,dn3b. ,N03AF01,include
+3283,pain_if_no_epilepsy,carbamazepine,dn3B. ,N03AF01,include
+3284,pain_if_no_epilepsy,carbamazepine,dn3c. ,N03AF01,include
+3285,pain_if_no_epilepsy,carbamazepine,dn3C. ,N03AF01,include
+3286,pain_if_no_epilepsy,carbamazepine,dn3d. ,N03AF01,include
+3287,pain_if_no_epilepsy,carbamazepine,dn3D. ,N03AF01,include
+3288,pain_if_no_epilepsy,carbamazepine,dn3e. ,N03AF01,include
+3289,pain_if_no_epilepsy,carbamazepine,dn3E. ,N03AF01,include
+3290,pain_if_no_epilepsy,carbamazepine,dn3f. ,N03AF01,include
+3291,pain_if_no_epilepsy,carbamazepine,dn3F. ,N03AF01,include
+3292,pain_if_no_epilepsy,carbamazepine,dn3G. ,N03AF01,include
+3293,pain_if_no_epilepsy,carbamazepine,dn3H. ,N03AF01,include
+3294,pain_if_no_epilepsy,carbamazepine,dn3I. ,N03AF01,include
+3295,pain_if_no_epilepsy,carbamazepine,dn3J. ,N03AF01,include
+3296,pain_if_no_epilepsy,carbamazepine,dn3K. ,N03AF01,include
+3297,pain_if_no_epilepsy,carbamazepine,dn3v. ,N03AF01,include
+3298,pain_if_no_epilepsy,carbamazepine,dn3w. ,N03AF01,include
+3299,pain_if_no_epilepsy,carbamazepine,dn3x. ,N03AF01,include
+3300,pain_if_no_epilepsy,carbamazepine,dn3y. ,N03AF01,include
+3301,pain_if_no_epilepsy,carbamazepine,dn3z. ,N03AF01,include
+3302,pain_if_no_epilepsy,gabapentin,dnj.. ,N03AX12,include
+3303,pain_if_no_epilepsy,gabapentin,dnj1. ,N03AX12,include
+3304,pain_if_no_epilepsy,gabapentin,dnj2. ,N03AX12,include
+3305,pain_if_no_epilepsy,gabapentin,dnj3. ,N03AX12,include
+3306,pain_if_no_epilepsy,gabapentin,dnj4. ,N03AX12,include
+3307,pain_if_no_epilepsy,gabapentin,dnj5. ,N03AX12,include
+3308,pain_if_no_epilepsy,gabapentin,dnj6. ,N03AX12,include
+3309,pain_if_no_epilepsy,gabapentin,dnj7. ,N03AX12,include
+3310,pain_if_no_epilepsy,gabapentin,dnj8. ,N03AX12,include
+3311,pain_if_no_epilepsy,gabapentin,dnj9. ,N03AX12,include
+3312,pain_if_no_epilepsy,gabapentin,dnjA. ,N03AX12,include
+3313,pain_if_no_epilepsy,gabapentin,dnjx. ,N03AX12,include
+3314,pain_if_no_epilepsy,gabapentin,dnjy. ,N03AX12,include
+3315,pain_if_no_epilepsy,gabapentin,dnjz. ,N03AX12,include
+3316,pain_if_no_epilepsy,pregabalin,dnp.. ,N03AX16,include
+3317,pain_if_no_epilepsy,pregabalin,dnp1. ,N03AX16,include
+3318,pain_if_no_epilepsy,pregabalin,dnp2. ,N03AX16,include
+3319,pain_if_no_epilepsy,pregabalin,dnp3. ,N03AX16,include
+3320,pain_if_no_epilepsy,pregabalin,dnp4. ,N03AX16,include
+3321,pain_if_no_epilepsy,pregabalin,dnp5. ,N03AX16,include
+3322,pain_if_no_epilepsy,pregabalin,dnp6. ,N03AX16,include
+3323,pain_if_no_epilepsy,pregabalin,dnp7. ,N03AX16,include
+3324,pain_if_no_epilepsy,pregabalin,dnp8. ,N03AX16,include
+3325,pain_if_no_epilepsy,pregabalin,dnp9. ,N03AX16,include
+3326,pain_if_no_epilepsy,pregabalin,dnpr. ,N03AX16,include
+3327,pain_if_no_epilepsy,pregabalin,dnps. ,N03AX16,include
+3328,pain_if_no_epilepsy,pregabalin,dnpt. ,N03AX16,include
+3329,pain_if_no_epilepsy,pregabalin,dnpu. ,N03AX16,include
+3330,pain_if_no_epilepsy,pregabalin,dnpv. ,N03AX16,include
+3331,pain_if_no_epilepsy,pregabalin,dnpw. ,N03AX16,include
+3332,pain_if_no_epilepsy,pregabalin,dnpx. ,N03AX16,include
+3333,pain_if_no_epilepsy,pregabalin,dnpy. ,N03AX16,include
+3334,pain_if_no_epilepsy,pregabalin,dnpz. ,N03AX16,include
+3335,psorex, ,m4... ,D07,include
+3336,psorex, ,m4b5. ,D07CB,include
+3337,psorex, ,m51.. ,D05AA,include
+3338,psorex, ,m513. ,D05AA,include
+3339,psorex, ,m514. ,D05AA,include
+3340,psorex, ,m518. ,D05AA,include
+3341,psorex, ,m519. ,D05AA,include
+3342,psorex, ,m51A. ,D05AA,include
+3343,psorex, ,m51c. ,D05AA,include
+3344,psorex, ,m51C. ,D05AA,include
+3345,psorex, ,m51d. ,D05AA,include
+3346,psorex, ,m51F. ,D05AA,include
+3347,psorex, ,m51G. ,D05AA,include
+3348,psorex, ,m51h. ,D05AA,include
+3349,psorex, ,m51H. ,D05AA,include
+3350,psorex, ,m51I. ,D05AA,include
+3351,psorex, ,m51l. ,D05AA,include
+3352,psorex, ,m51L. ,D05AA,include
+3353,psorex, ,m51m. ,D05AA,include
+3354,psorex, ,m51R. ,D05AA,include
+3355,psorex, ,m51T. ,D05AA,include
+3356,psorex, ,m51u. ,D05AA,include
+3357,psorex, ,m51v. ,D05AA,include
+3358,psorex, ,m5D.. ,D05AA,include
+3359,psorex, ,m5D1. ,D05AA,include
+3360,psorex, ,m5G.. ,D05AA,include
+3361,psorex, ,m5G1. ,D05AA,include
+3362,psorex, ,m5G2. ,D05AA,include
+3363,psorex, ,m5G3. ,D05AA,include
+3364,psorex, ,m5G4. ,D05AA,include
+3365,psorex, ,m5G5. ,D05AA,include
+3366,psorex, ,m5G6. ,D05AA,include
+3367,psorex, ,m5G7. ,D05AA,include
+3368,psorex, ,m5G8. ,D05AA,include
+3369,psorex, ,mb51. ,D05AA,include
+3370,psorex,acitretin,m5A.. ,D05BB02,include
+3371,psorex,acitretin,m5A1. ,D05BB02,include
+3372,psorex,acitretin,m5A2. ,D05BB02,include
+3373,psorex,acitretin,m5A3. ,D05BB02,include
+3374,psorex,acitretin,m5A4. ,D05BB02,include
+3375,psorex,acitretin,mh1k. ,D05BB02,include
+3376,psorex,acitretin,mh1l. ,D05BB02,include
+3377,psorex,alclometasone,m46.. ,D07AB10,include
+3378,psorex,alclometasone,m461. ,D07AB10,include
+3379,psorex,alclometasone,m462. ,D07AB10,include
+3380,psorex,alclometasone,m463. ,D07AB10,include
+3381,psorex,alclometasone,m464. ,D07AB10,include
+3382,psorex,alclometasone,m46y. ,D07AB10,include
+3383,psorex,alclometasone,m46z. ,D07AB10,include
+3384,psorex,beclometasone,m47.. ,D07AC15,include
+3385,psorex,beclometasone,m479. ,D07AC15,include
+3386,psorex,beclometasone,m47a. ,D07AC15,include
+3387,psorex,beclometasone,m47y. ,D07AC15,include
+3388,psorex,beclometasone,m47z. ,D07AC15,include
+3389,psorex,betamethasone,m48.. ,D07AC01,include
+3390,psorex,betamethasone,m482. ,D07AC01,include
+3391,psorex,betamethasone,m483. ,D07AC01,include
+3392,psorex,betamethasone,m485. ,D07AC01,include
+3393,psorex,betamethasone,m486. ,D07AC01,include
+3394,psorex,betamethasone,m487. ,D07AC01,include
+3395,psorex,betamethasone,m489. ,D07AC01,include
+3396,psorex,betamethasone,m48a. ,D07AC01,include
+3397,psorex,betamethasone,m48A. ,D07AC01,include
+3398,psorex,betamethasone,m48b. ,D07AC01,include
+3399,psorex,betamethasone,m48B. ,D07AC01,include
+3400,psorex,betamethasone,m48c. ,D07XC01,include
+3401,psorex,betamethasone,m48C. ,D07AC01,include
+3402,psorex,betamethasone,m48d. ,D07XC01,include
+3403,psorex,betamethasone,m48D. ,D07AC01,include
+3404,psorex,betamethasone,m48e. ,D07XC01,include
+3405,psorex,betamethasone,m48E. ,D07AC01,include
+3406,psorex,betamethasone,m48f. ,D07XC01,include
+3407,psorex,betamethasone,m48g. ,D07AC01,include
+3408,psorex,betamethasone,m48h. ,D07AC01,include
+3409,psorex,betamethasone,m48i. ,D07AC01,include
+3410,psorex,betamethasone,m48j. ,D07AC01,include
+3411,psorex,betamethasone,m48k. ,D07AC01,include
+3412,psorex,betamethasone,m48l. ,D07AC01,include
+3413,psorex,betamethasone,m48m. ,D07AC01,include
+3414,psorex,betamethasone,m48n. ,D07AC01,include
+3415,psorex,betamethasone,m48o. ,D07AC01,include
+3416,psorex,betamethasone,m48p. ,D07AC01,include
+3417,psorex,betamethasone,m48q. ,D07AC01,include
+3418,psorex,betamethasone,m48r. ,D07AC01,include
+3419,psorex,betamethasone,m48s. ,D07AC01,include
+3420,psorex,betamethasone,m48t. ,D07AC01,include
+3421,psorex,betamethasone,m48z. ,D07XC01,include
+3422,psorex,betamethasone and antibiotics,m49.. ,D07CC01,include
+3423,psorex,betamethasone and antibiotics,m496. ,D07CC01,include
+3424,psorex,betamethasone and antibiotics,m497. ,D07CC01,include
+3425,psorex,betamethasone and antibiotics,m499. ,D07CC01,include
+3426,psorex,betamethasone and antibiotics,m49a. ,D07CC01,include
+3427,psorex,betamethasone and antibiotics,m49c. ,D07CC01,include
+3428,psorex,betamethasone and antibiotics,m49d. ,D07CC01,include
+3429,psorex,betamethasone and antibiotics,m49e. ,D07CC01,include
+3430,psorex,betamethasone and antibiotics,m49f. ,D07CC01,include
+3431,psorex,betamethasone and antibiotics,m49r. ,D07CC01,include
+3432,psorex,betamethasone and antibiotics,m49s. ,D07CC01,include
+3433,psorex,betamethasone and antibiotics,m49t. ,D07CC01,include
+3434,psorex,betamethasone and antibiotics,m49u. ,D07CC01,include
+3435,psorex,betamethasone and antibiotics,m49v. ,D07CC01,include
+3436,psorex,betamethasone and antibiotics,m49w. ,D07CC01,include
+3437,psorex,betamethasone and antibiotics,m49x. ,D07CC01,include
+3438,psorex,betamethasone and antibiotics,m49y. ,D07CC01,include
+3439,psorex,betamethasone and antibiotics,m49z. ,D07CC01,include
+3440,psorex,betamethasone and antibiotics,me46. ,D07CC01,include
+3441,psorex,betamethasone and antibiotics,me4D. ,D07CC01,include
+3442,psorex,betamethasone and antibiotics,me4x. ,D07CC01,include
+3443,psorex,betamethasone and antiseptics,m492. ,D07BC01,include
+3444,psorex,betamethasone and antiseptics,m494. ,D07BC01,include
+3445,psorex,budesonide,m4o.. ,D07AC09,include
+3446,psorex,budesonide,m4o1. ,D07AC09,include
+3447,psorex,budesonide,m4o2. ,D07AC09,include
+3448,psorex,budesonide,m4o3. ,D07AC09,include
+3449,psorex,budesonide,m4o4. ,D07AC09,include
+3450,psorex,budesonide,m4o5. ,D07AC09,include
+3451,psorex,budesonide,m4o6. ,D07AC09,include
+3452,psorex,budesonide,m4o7. ,D07AC09,include
+3453,psorex,budesonide,m4o8. ,D07AC09,include
+3454,psorex,calcipotriol,m59.. ,D05AX02,include
+3455,psorex,calcipotriol,m591. ,D05AX02,include
+3456,psorex,calcipotriol,m592. ,D05AX02,include
+3457,psorex,calcipotriol,m593. ,D05AX02,include
+3458,psorex,calcipotriol,m594. ,D05AX02,include
+3459,psorex,calcipotriol,m595. ,D05AX02,include
+3460,psorex,calcipotriol,m596. ,D05AX02,include
+3461,psorex,calcipotriol,m597. ,D05AX02,include
+3462,psorex,calcipotriol,m598. ,D05AX02,include
+3463,psorex,calcipotriol,m599. ,D05AX02,include
+3464,psorex,calcipotriol,m59A. ,D05AX02,include
+3465,psorex,calcipotriol,m59B. ,D05AX02,include
+3466,psorex,calcipotriol,m59C. ,D05AX02,include
+3467,psorex,calcipotriol,m59D. ,D05AX02,include
+3468,psorex,calcipotriol,m59E. ,D05AX02,include
+3469,psorex,calcipotriol,m59F. ,D05AX02,include
+3470,psorex,"calcipotriol, combinations",m59G. ,D05AX52,include
+3471,psorex,"calcipotriol, combinations",m59H. ,D05AX52,include
+3472,psorex,"calcipotriol, combinations",m59I. ,D05AX52,include
+3473,psorex,"calcipotriol, combinations",m59J. ,D05AX52,include
+3474,psorex,"calcipotriol, combinations",m59K. ,D05AX52,include
+3475,psorex,"calcipotriol, combinations",m59L. ,D05AX52,include
+3476,psorex,"calcipotriol, combinations",m59M. ,D05AX52,include
+3477,psorex,calcitriol,ip29. ,D05AX03,include
+3478,psorex,calcitriol,ip2A. ,D05AX03,include
+3479,psorex,calcitriol,ip2B. ,D05AX03,include
+3480,psorex,clobetasol,m4a.. ,D07AD01,include
+3481,psorex,clobetasol,m4a1. ,D07AD01,include
+3482,psorex,clobetasol,m4a2. ,D07AD01,include
+3483,psorex,clobetasol,m4a3. ,D07AD01,include
+3484,psorex,clobetasol,m4a4. ,D07AD01,include
+3485,psorex,clobetasol,m4a5. ,D07AD01,include
+3486,psorex,clobetasol,m4a6. ,D07AD01,include
+3487,psorex,clobetasol,m4a9. ,D07AD01,include
+3488,psorex,clobetasol,m4aa. ,D07AD01,include
+3489,psorex,clobetasol,m4ab. ,D07AD01,include
+3490,psorex,clobetasol,m4ac. ,D07AD01,include
+3491,psorex,clobetasol,m4ad. ,D07AD01,include
+3492,psorex,clobetasol,m4ae. ,D07AD01,include
+3493,psorex,clobetasol,m4af. ,D07AD01,include
+3494,psorex,clobetasol,m4ag. ,D07AD01,include
+3495,psorex,clobetasol,m4ah. ,D07AD01,include
+3496,psorex,clobetasol,m4ai. ,D07AD01,include
+3497,psorex,clobetasol,m4aj. ,D07AD01,include
+3498,psorex,clobetasol,m4ak. ,D07AD01,include
+3499,psorex,clobetasol,m4al. ,D07AD01,include
+3500,psorex,clobetasol,m4aw. ,D07AD01,include
+3501,psorex,clobetasol,m4ax. ,D07AD01,include
+3502,psorex,clobetasol,m4ay. ,D07AD01,include
+3503,psorex,clobetasol,m4az. ,D07AD01,include
+3504,psorex,clobetasol and antibiotics,m4a7. ,D07CD01,include
+3505,psorex,clobetasol and antibiotics,m4a8. ,D07CD01,include
+3506,psorex,clobetasone,m4b.. ,D07AB01,include
+3507,psorex,clobetasone,m4b1. ,D07AB01,include
+3508,psorex,clobetasone,m4b2. ,D07AB01,include
+3509,psorex,clobetasone,m4b3. ,D07AB01,include
+3510,psorex,clobetasone,m4b4. ,D07AB01,include
+3511,psorex,clobetasone,m4b7. ,D07AB01,include
+3512,psorex,clobetasone,m4by. ,D07AB01,include
+3513,psorex,clobetasone,m4bz. ,D07AB01,include
+3514,psorex,desonide,m4c.. ,D07AB08,include
+3515,psorex,desonide,m4c1. ,D07AB08,include
+3516,psorex,desonide,m4c2. ,D07AB08,include
+3517,psorex,desonide,m4c3. ,D07AB08,include
+3518,psorex,desonide,m4cy. ,D07AB08,include
+3519,psorex,desonide,m4cz. ,D07AB08,include
+3520,psorex,desoximetasone,m4d.. ,D07AC03,include
+3521,psorex,desoximetasone,m4d1. ,D07AC03,include
+3522,psorex,desoximetasone,m4d2. ,D07AC03,include
+3523,psorex,desoximetasone,m4d4. ,D07XC02,include
+3524,psorex,desoximetasone,m4d5. ,D07AC03,include
+3525,psorex,desoximetasone,m4dy. ,D07AC03,include
+3526,psorex,desoximetasone,m4dz. ,D07AC03,include
+3527,psorex,diflucortolone,m4e.. ,D07AC06,include
+3528,psorex,diflucortolone,m4e1. ,D07AC06,include
+3529,psorex,diflucortolone,m4e2. ,D07AC06,include
+3530,psorex,diflucortolone,m4e3. ,D07AC06,include
+3531,psorex,diflucortolone,m4e4. ,D07AC06,include
+3532,psorex,diflucortolone,m4e5. ,D07AC06,include
+3533,psorex,diflucortolone,m4e6. ,D07AC06,include
+3534,psorex,diflucortolone,m4e7. ,D07AC06,include
+3535,psorex,diflucortolone,m4e8. ,D07AC06,include
+3536,psorex,diflucortolone,m4eu. ,D07AC06,include
+3537,psorex,diflucortolone,m4ev. ,D07AC06,include
+3538,psorex,diflucortolone,m4ew. ,D07AC06,include
+3539,psorex,diflucortolone,m4ex. ,D07AC06,include
+3540,psorex,diflucortolone,m4ey. ,D07AC06,include
+3541,psorex,diflucortolone,m4ez. ,D07AC06,include
+3542,psorex,dithranol,m53.. ,D05AC01,include
+3543,psorex,dithranol,m531. ,D05AC01,include
+3544,psorex,dithranol,m532. ,D05AC01,include
+3545,psorex,dithranol,m533. ,D05AC01,include
+3546,psorex,dithranol,m534. ,D05AC01,include
+3547,psorex,dithranol,m535. ,D05AC01,include
+3548,psorex,dithranol,m536. ,D05AC01,include
+3549,psorex,dithranol,m537. ,D05AC01,include
+3550,psorex,dithranol,m53a. ,D05AC01,include
+3551,psorex,dithranol,m53b. ,D05AC01,include
+3552,psorex,dithranol,m53c. ,D05AC01,include
+3553,psorex,dithranol,m53d. ,D05AC01,include
+3554,psorex,dithranol,m53n. ,D05AC01,include
+3555,psorex,dithranol,m53o. ,D05AC01,include
+3556,psorex,dithranol,m53p. ,D05AC01,include
+3557,psorex,dithranol,m53q. ,D05AC01,include
+3558,psorex,dithranol,m53r. ,D05AC01,include
+3559,psorex,dithranol,m53s. ,D05AC01,include
+3560,psorex,dithranol,m53t. ,D05AC01,include
+3561,psorex,dithranol,m54.. ,D05AC01,include
+3562,psorex,dithranol,m5z.. ,D05AC01,include
+3563,psorex,dithranol,m5z1. ,D05AC01,include
+3564,psorex,dithranol,m5z2. ,D05AC01,include
+3565,psorex,dithranol,m5z3. ,D05AC01,include
+3566,psorex,dithranol,m5z4. ,D05AC01,include
+3567,psorex,dithranol,m5z5. ,D05AC01,include
+3568,psorex,dithranol,m5z6. ,D05AC01,include
+3569,psorex,dithranol,m5z7. ,D05AC01,include
+3570,psorex,dithranol,m5z8. ,D05AC01,include
+3571,psorex,dithranol,m5z9. ,D05AC01,include
+3572,psorex,dithranol,m5zm. ,D05AC01,include
+3573,psorex,dithranol,m5zn. ,D05AC01,include
+3574,psorex,dithranol,m5zo. ,D05AC01,include
+3575,psorex,dithranol,m5zp. ,D05AC01,include
+3576,psorex,dithranol,m5zq. ,D05AC01,include
+3577,psorex,dithranol,m5zr. ,D05AC01,include
+3578,psorex,dithranol,m5zs. ,D05AC01,include
+3579,psorex,dithranol,m5zt. ,D05AC01,include
+3580,psorex,dithranol,m5zu. ,D05AC01,include
+3581,psorex,dithranol,m5zv. ,D05AC01,include
+3582,psorex,dithranol,m5zw. ,D05AC01,include
+3583,psorex,dithranol,m5zx. ,D05AC01,include
+3584,psorex,dithranol,m5zy. ,D05AC01,include
+3585,psorex,dithranol,m5zz. ,D05AC01,include
+3586,psorex,"dithranol, combinations",m53A. ,D05AC51,include
+3587,psorex,"dithranol, combinations",m53B. ,D05AC51,include
+3588,psorex,"dithranol, combinations",m53C. ,D05AC51,include
+3589,psorex,"dithranol, combinations",m53e. ,D05AC51,include
+3590,psorex,"dithranol, combinations",m53f. ,D05AC51,include
+3591,psorex,"dithranol, combinations",m53F. ,D05AC51,include
+3592,psorex,"dithranol, combinations",m53g. ,D05AC51,include
+3593,psorex,"dithranol, combinations",m53h. ,D05AC51,include
+3594,psorex,"dithranol, combinations",m53i. ,D05AC51,include
+3595,psorex,"dithranol, combinations",m53k. ,D05AC51,include
+3596,psorex,"dithranol, combinations",m53l. ,D05AC51,include
+3597,psorex,"dithranol, combinations",m53m. ,D05AC51,include
+3598,psorex,etretinate,m55.. ,D05BB01,include
+3599,psorex,etretinate,m551. ,D05BB01,include
+3600,psorex,etretinate,m552. ,D05BB01,include
+3601,psorex,etretinate,m55y. ,D05BB01,include
+3602,psorex,etretinate,m55z. ,D05BB01,include
+3603,psorex,fluclorolone,m4f.. ,D07AC02,include
+3604,psorex,fluclorolone,m4f1. ,D07AC02,include
+3605,psorex,fluclorolone,m4f2. ,D07AC02,include
+3606,psorex,fluclorolone,m4f3. ,D07AC02,include
+3607,psorex,fluclorolone,m4f4. ,D07AC02,include
+3608,psorex,fluclorolone,m4fy. ,D07AC02,include
+3609,psorex,fluclorolone,m4fz. ,D07AC02,include
+3610,psorex,fludroxycortide,m4j.. ,D07AC07,include
+3611,psorex,fludroxycortide,m4j1. ,D07AC07,include
+3612,psorex,fludroxycortide,m4j2. ,D07AC07,include
+3613,psorex,fludroxycortide,m4j7. ,D07AC07,include
+3614,psorex,fludroxycortide,m4j8. ,D07AC07,include
+3615,psorex,fludroxycortide,m4ju. ,D07AC07,include
+3616,psorex,fludroxycortide,m4jv. ,D07AC07,include
+3617,psorex,fludroxycortide,m4jw. ,D07AC07,include
+3618,psorex,fludroxycortide,m4jx. ,D07AC07,include
+3619,psorex,fludroxycortide,m4jy. ,D07AC07,include
+3620,psorex,fludroxycortide,m4jz. ,D07AC07,include
+3621,psorex,fludroxycortide and antibiotics,m4j5. ,D07CC03,include
+3622,psorex,fludroxycortide and antibiotics,m4j6. ,D07CC03,include
+3623,psorex,fluocinolone acetonide,m4g.. ,D07AC04,include
+3624,psorex,fluocinolone acetonide,m4g1. ,D07AC04,include
+3625,psorex,fluocinolone acetonide,m4g2. ,D07AC04,include
+3626,psorex,fluocinolone acetonide,m4g3. ,D07AC04,include
+3627,psorex,fluocinolone acetonide,m4g4. ,D07AC04,include
+3628,psorex,fluocinolone acetonide,m4g5. ,D07AC04,include
+3629,psorex,fluocinolone acetonide,m4g6. ,D07AC04,include
+3630,psorex,fluocinolone acetonide,m4g7. ,D07AC04,include
+3631,psorex,fluocinolone acetonide,m4g8. ,D07AC04,include
+3632,psorex,fluocinolone acetonide,m4g9. ,D07AC04,include
+3633,psorex,fluocinolone acetonide,m4gi. ,D07AC04,include
+3634,psorex,fluocinolone acetonide,m4gj. ,D07AC04,include
+3635,psorex,fluocinolone acetonide,m4gs. ,D07AC04,include
+3636,psorex,fluocinolone acetonide,m4gt. ,D07AC04,include
+3637,psorex,fluocinolone acetonide,m4gu. ,D07AC04,include
+3638,psorex,fluocinolone acetonide,m4gv. ,D07AC04,include
+3639,psorex,fluocinolone acetonide,m4gw. ,D07AC04,include
+3640,psorex,fluocinolone acetonide,m4gz. ,D07AC04,include
+3641,psorex,fluocinolone acetonide and antibiotics,m4ge. ,D07CC02,include
+3642,psorex,fluocinolone acetonide and antibiotics,m4gf. ,D07CC02,include
+3643,psorex,fluocinolone acetonide and antibiotics,m4gg. ,D07CC02,include
+3644,psorex,fluocinolone acetonide and antibiotics,m4gh. ,D07CC02,include
+3645,psorex,fluocinolone acetonide and antibiotics,m4go. ,D07CC02,include
+3646,psorex,fluocinolone acetonide and antibiotics,m4gp. ,D07CC02,include
+3647,psorex,fluocinolone acetonide and antibiotics,m4gq. ,D07CC02,include
+3648,psorex,fluocinolone acetonide and antibiotics,m4gr. ,D07CC02,include
+3649,psorex,fluocinolone acetonide and antiseptics,m4gc. ,D07BC02,include
+3650,psorex,fluocinolone acetonide and antiseptics,m4gd. ,D07BC02,include
+3651,psorex,fluocinonide,m4h.. ,D07AC08,include
+3652,psorex,fluocinonide,m4h1. ,D07AC08,include
+3653,psorex,fluocinonide,m4h2. ,D07AC08,include
+3654,psorex,fluocinonide,m4h3. ,D07AC08,include
+3655,psorex,fluocinonide,m4h4. ,D07AC08,include
+3656,psorex,fluocinonide,m4h5. ,D07AC08,include
+3657,psorex,fluocinonide,m4hx. ,D07AC08,include
+3658,psorex,fluocinonide,m4hy. ,D07AC08,include
+3659,psorex,fluocinonide,m4hz. ,D07AC08,include
+3660,psorex,fluocortolone,m4i.. ,D07AC05,include
+3661,psorex,fluocortolone,m4i1. ,D07AC05,include
+3662,psorex,fluocortolone,m4i3. ,D07AC05,include
+3663,psorex,fluocortolone,m4i6. ,D07AC05,include
+3664,psorex,fluocortolone,m4i8. ,D07AC05,include
+3665,psorex,fluocortolone,m4i9. ,D07AC05,include
+3666,psorex,fluocortolone,m4ia. ,D07AC05,include
+3667,psorex,fluocortolone,m4ib. ,D07AC05,include
+3668,psorex,fluocortolone,m4ic. ,D07AC05,include
+3669,psorex,fluocortolone,m4id. ,D07AC05,include
+3670,psorex,fluocortolone,m4ie. ,D07AC05,include
+3671,psorex,fluocortolone,m4if. ,D07AC05,include
+3672,psorex,fluocortolone,m4ig. ,D07AC05,include
+3673,psorex,fluticasone,m4r.. ,D07AC17,include
+3674,psorex,fluticasone,m4r1. ,D07AC17,include
+3675,psorex,fluticasone,m4r2. ,D07AC17,include
+3676,psorex,fluticasone,m4r3. ,D07AC17,include
+3677,psorex,fluticasone,m4r4. ,D07AC17,include
+3678,psorex,fluticasone,m4r5. ,D07AC17,include
+3679,psorex,fluticasone,m4r6. ,D07AC17,include
+3680,psorex,fluticasone,m4r7. ,D07AC17,include
+3681,psorex,fluticasone,m4r8. ,D07AC17,include
+3682,psorex,fluticasone,m4r9. ,D07AC17,include
+3683,psorex,fluticasone,m4rA. ,D07AC17,include
+3684,psorex,halcinonide,m4k.. ,D07AD02,include
+3685,psorex,halcinonide,m4k1. ,D07AD02,include
+3686,psorex,halcinonide,m4kz. ,D07AD02,include
+3687,psorex,hydrocortisone,m41.. ,D07AA02,include
+3688,psorex,hydrocortisone,m411. ,D07AA02,include
+3689,psorex,hydrocortisone,m412. ,D07AA02,include
+3690,psorex,hydrocortisone,m413. ,D07AA02,include
+3691,psorex,hydrocortisone,m414. ,D07AA02,include
+3692,psorex,hydrocortisone,m415. ,D07AA02,include
+3693,psorex,hydrocortisone,m416. ,D07AA02,include
+3694,psorex,hydrocortisone,m417. ,D07AA02,include
+3695,psorex,hydrocortisone,m418. ,D07AA02,include
+3696,psorex,hydrocortisone,m419. ,D07AA02,include
+3697,psorex,hydrocortisone,m41a. ,D07AA02,include
+3698,psorex,hydrocortisone,m41A. ,D07AA02,include
+3699,psorex,hydrocortisone,m41b. ,D07AA02,include
+3700,psorex,hydrocortisone,m41B. ,D07AA02,include
+3701,psorex,hydrocortisone,m41c. ,D07AA02,include
+3702,psorex,hydrocortisone,m41C. ,D07AA02,include
+3703,psorex,hydrocortisone,m41d. ,D07XA01,include
+3704,psorex,hydrocortisone,m41D. ,D07AA02,include
+3705,psorex,hydrocortisone,m41e. ,D07AA02,include
+3706,psorex,hydrocortisone,m41f. ,D07AA02,include
+3707,psorex,hydrocortisone,m41k. ,D07AA02,include
+3708,psorex,hydrocortisone,m41l. ,D07AA02,include
+3709,psorex,hydrocortisone,m41m. ,D07AA02,include
+3710,psorex,hydrocortisone,m41n. ,D07AA02,include
+3711,psorex,hydrocortisone,m41o. ,D07AA02,include
+3712,psorex,hydrocortisone,m41p. ,D07AA02,include
+3713,psorex,hydrocortisone,m41q. ,D07AA02,include
+3714,psorex,hydrocortisone,m41t. ,D07AA02,include
+3715,psorex,hydrocortisone,m41u. ,D07AA02,include
+3716,psorex,hydrocortisone,m41v. ,D07AA02,include
+3717,psorex,hydrocortisone,m41w. ,D07AA02,include
+3718,psorex,hydrocortisone,m42.. ,D07AA02,include
+3719,psorex,hydrocortisone,m421. ,D07AA02,include
+3720,psorex,hydrocortisone,m422. ,D07AA02,include
+3721,psorex,hydrocortisone,m423. ,D07AA02,include
+3722,psorex,hydrocortisone,m424. ,D07AA02,include
+3723,psorex,hydrocortisone,m429. ,D07AA02,include
+3724,psorex,hydrocortisone,m42a. ,D07AA02,include
+3725,psorex,hydrocortisone,m42A. ,D07AA02,include
+3726,psorex,hydrocortisone,m42b. ,D07AA02,include
+3727,psorex,hydrocortisone,m42B. ,D07AA02,include
+3728,psorex,hydrocortisone,m42c. ,D07AA02,include
+3729,psorex,hydrocortisone,m42C. ,D07AA02,include
+3730,psorex,hydrocortisone,m42d. ,D07AA02,include
+3731,psorex,hydrocortisone,m42D. ,D07AA02,include
+3732,psorex,hydrocortisone,m42e. ,D07AA02,include
+3733,psorex,hydrocortisone,m44.. ,D07XA01,include
+3734,psorex,hydrocortisone,m441. ,D07XA01,include
+3735,psorex,hydrocortisone,m442. ,D07XA01,include
+3736,psorex,hydrocortisone,m443. ,D07XA01,include
+3737,psorex,hydrocortisone,m444. ,D07XA01,include
+3738,psorex,hydrocortisone,m446. ,D07XA01,include
+3739,psorex,hydrocortisone,m447. ,D07XA01,include
+3740,psorex,hydrocortisone,m448. ,D07XA01,include
+3741,psorex,hydrocortisone,m44c. ,D07XA01,include
+3742,psorex,hydrocortisone,m44d. ,D07XA01,include
+3743,psorex,hydrocortisone,m44e. ,D07XA01,include
+3744,psorex,hydrocortisone,m44f. ,D07XA01,include
+3745,psorex,hydrocortisone,m4p1. ,D07XA01,include
+3746,psorex,hydrocortisone and antibiotics,m44a. ,D07CA01,include
+3747,psorex,hydrocortisone and antibiotics,m44b. ,D07CA01,include
+3748,psorex,hydrocortisone and antibiotics,m45.. ,D07CA01,include
+3749,psorex,hydrocortisone and antibiotics,m451. ,D07CA01,include
+3750,psorex,hydrocortisone and antibiotics,m452. ,D07CA01,include
+3751,psorex,hydrocortisone and antibiotics,m453. ,D07CA01,include
+3752,psorex,hydrocortisone and antibiotics,m454. ,D07CA01,include
+3753,psorex,hydrocortisone and antibiotics,m455. ,D07CA01,include
+3754,psorex,hydrocortisone and antibiotics,m457. ,D07CA01,include
+3755,psorex,hydrocortisone and antibiotics,m458. ,D07CA01,include
+3756,psorex,hydrocortisone and antibiotics,m459. ,D07CA01,include
+3757,psorex,hydrocortisone and antibiotics,m45a. ,D07CA01,include
+3758,psorex,hydrocortisone and antibiotics,m45A. ,D07CA01,include
+3759,psorex,hydrocortisone and antibiotics,m45b. ,D07CA01,include
+3760,psorex,hydrocortisone and antibiotics,m45B. ,D07CA01,include
+3761,psorex,hydrocortisone and antibiotics,m45c. ,D07CA01,include
+3762,psorex,hydrocortisone and antibiotics,m45C. ,D07CA01,include
+3763,psorex,hydrocortisone and antibiotics,m45d. ,D07CA01,include
+3764,psorex,hydrocortisone and antibiotics,m45e. ,D07CA01,include
+3765,psorex,hydrocortisone and antibiotics,m45g. ,D07CA01,include
+3766,psorex,hydrocortisone and antibiotics,m45k. ,D07CA01,include
+3767,psorex,hydrocortisone and antibiotics,m45l. ,D07CA01,include
+3768,psorex,hydrocortisone and antibiotics,m45m. ,D07CA01,include
+3769,psorex,hydrocortisone and antibiotics,m45n. ,D07CA01,include
+3770,psorex,hydrocortisone and antibiotics,m45o. ,D07CA01,include
+3771,psorex,hydrocortisone and antibiotics,m45p. ,D07CA01,include
+3772,psorex,hydrocortisone and antibiotics,m45q. ,D07CA01,include
+3773,psorex,hydrocortisone and antibiotics,m45r. ,D07CA01,include
+3774,psorex,hydrocortisone and antibiotics,m45s. ,D07CA01,include
+3775,psorex,hydrocortisone and antibiotics,m45t. ,D07CA01,include
+3776,psorex,hydrocortisone and antibiotics,m45T. ,D07CA01,include
+3777,psorex,hydrocortisone and antibiotics,m45u. ,D07CA01,include
+3778,psorex,hydrocortisone and antibiotics,m45v. ,D07CA01,include
+3779,psorex,hydrocortisone and antibiotics,m45V. ,D07CA01,include
+3780,psorex,hydrocortisone and antibiotics,m45w. ,D07CA01,include
+3781,psorex,hydrocortisone and antibiotics,m45W. ,D07CA01,include
+3782,psorex,hydrocortisone and antibiotics,m45x. ,D07CA01,include
+3783,psorex,hydrocortisone and antibiotics,m45X. ,D07CA01,include
+3784,psorex,hydrocortisone and antibiotics,m45y. ,D07CA01,include
+3785,psorex,hydrocortisone and antibiotics,m45Y. ,D07CA01,include
+3786,psorex,hydrocortisone and antibiotics,m45Z. ,D07CA01,include
+3787,psorex,hydrocortisone and antiseptics,m44z. ,D07BA04,include
+3788,psorex,hydrocortisone butyrate,m4l.. ,D07AB02,include
+3789,psorex,hydrocortisone butyrate,m4l1. ,D07AB02,include
+3790,psorex,hydrocortisone butyrate,m4l2. ,D07AB02,include
+3791,psorex,hydrocortisone butyrate,m4l3. ,D07AB02,include
+3792,psorex,hydrocortisone butyrate,m4l4. ,D07AB02,include
+3793,psorex,hydrocortisone butyrate,m4l5. ,D07AB02,include
+3794,psorex,hydrocortisone butyrate,m4l6. ,D07AB02,include
+3795,psorex,hydrocortisone butyrate,m4l7. ,D07AB02,include
+3796,psorex,hydrocortisone butyrate,m4la. ,D07AB02,include
+3797,psorex,hydrocortisone butyrate,m4lb. ,D07AB02,include
+3798,psorex,hydrocortisone butyrate,m4lt. ,D07AB02,include
+3799,psorex,hydrocortisone butyrate,m4lw. ,D07AB02,include
+3800,psorex,hydrocortisone butyrate,m4lx. ,D07AB02,include
+3801,psorex,hydrocortisone butyrate,m4ly. ,D07AB02,include
+3802,psorex,hydrocortisone butyrate,m4lz. ,D07AB02,include
+3803,psorex,hydrocortisone butyrate and antiseptics,m4l8. ,D07BB04,include
+3804,psorex,hydrocortisone butyrate and antiseptics,m4l9. ,D07BB04,include
+3805,psorex,methylprednisolone and antibiotics,m4m.. ,D07CA02,include
+3806,psorex,methylprednisolone and antibiotics,m4m1. ,D07CA02,include
+3807,psorex,methylprednisolone and antibiotics,m4my. ,D07CA02,include
+3808,psorex,methylprednisolone and antibiotics,m4mz. ,D07CA02,include
+3809,psorex,mometasone,m4q.. ,D07AC13,include
+3810,psorex,mometasone,m4q1. ,D07AC13,include
+3811,psorex,mometasone,m4q2. ,D07AC13,include
+3812,psorex,mometasone,m4q3. ,D07AC13,include
+3813,psorex,mometasone,m4q4. ,D07AC13,include
+3814,psorex,mometasone,m4q5. ,D07AC13,include
+3815,psorex,mometasone,m4q6. ,D07AC13,include
+3816,psorex,mometasone,m4q7. ,D07AC13,include
+3817,psorex,mometasone,m4q8. ,D07AC13,include
+3818,psorex,mometasone,m4q9. ,D07AC13,include
+3819,psorex,mometasone,m4qA. ,D07AC13,include
+3820,psorex,mometasone,m4qB. ,D07AC13,include
+3821,psorex,tacalcitol,m5B.. ,D05AX04,include
+3822,psorex,tacalcitol,m5B1. ,D05AX04,include
+3823,psorex,tacalcitol,m5B2. ,D05AX04,include
+3824,psorex,tacalcitol,m5B3. ,D05AX04,include
+3825,psorex,tacalcitol,m5B4. ,D05AX04,include
+3826,psorex,tacalcitol,m5B5. ,D05AX04,include
+3827,psorex,tacalcitol,m5B6. ,D05AX04,include
+3828,psorex,tazarotene,m5C.. ,D05AX05,include
+3829,psorex,tazarotene,m5C1. ,D05AX05,include
+3830,psorex,tazarotene,m5C2. ,D05AX05,include
+3831,psorex,tazarotene,m5C3. ,D05AX05,include
+3832,psorex,tazarotene,m5C4. ,D05AX05,include
+3833,psorex,tazarotene,m5C5. ,D05AX05,include
+3834,psorex,tazarotene,m5C6. ,D05AX05,include
+3835,psorex,triamcinolone,m4n.. ,D07AB09,include
+3836,psorex,triamcinolone,m4n1. ,D07AB09,include
+3837,psorex,triamcinolone,m4n2. ,D07AB09,include
+3838,psorex,triamcinolone,m4n3. ,D07AB09,include
+3839,psorex,triamcinolone,m4n4. ,D07AB09,include
+3840,psorex,triamcinolone,m4n5. ,D07AB09,include
+3841,psorex,triamcinolone,m4n6. ,D07AB09,include
+3842,psorex,triamcinolone,m4ny. ,D07AB09,include
+3843,psorex,triamcinolone,m4nz. ,D07AB09,include
+3844,psorex,triamcinolone and antibiotics,m4n7. ,D07CB01,include
+3845,psorex,triamcinolone and antibiotics,m4n9. ,D07CB01,include
+3846,psorex,triamcinolone and antibiotics,m4na. ,D07CB01,include
+3847,psorex,triamcinolone and antibiotics,m4nb. ,D07CB01,include
+3848,psorex,triamcinolone and antibiotics,m4ne. ,D07CB01,include
+3849,psorex,triamcinolone and antibiotics,m4ng. ,D07CB01,include
+3850,psorex,triamcinolone and antibiotics,m4nv. ,D07CB01,include
+3851,schiz, ,d6... ,N05AN,include
+3852,schiz,lithium,d61.. ,N05AN01,include
+3853,schiz,lithium,d611. ,N05AN01,include
+3854,schiz,lithium,d612. ,N05AN01,include
+3855,schiz,lithium,d613. ,N05AN01,include
+3856,schiz,lithium,d614. ,N05AN01,include
+3857,schiz,lithium,d615. ,N05AN01,include
+3858,schiz,lithium,d616. ,N05AN01,include
+3859,schiz,lithium,d617. ,N05AN01,include
+3860,schiz,lithium,d618. ,N05AN01,include
+3861,schiz,lithium,d619. ,N05AN01,include
+3862,schiz,lithium,d61s. ,N05AN01,include
+3863,schiz,lithium,d61v. ,N05AN01,include
+3864,schiz,lithium,d61w. ,N05AN01,include
+3865,schiz,lithium,d61x. ,N05AN01,include
+3866,schiz,lithium,d61y. ,N05AN01,include
+3867,schiz,lithium,d61z. ,N05AN01,include
+3868,schiz,lithium,d62.. ,N05AN01,include
+3869,schiz,lithium,d621. ,N05AN01,include
+3870,schiz,lithium,d622. ,N05AN01,include
+3871,schiz,lithium,d623. ,N05AN01,include
+3872,schiz,lithium,d624. ,N05AN01,include
+3873,schiz,lithium,d625. ,N05AN01,include
+3874,schiz,lithium,d62w. ,N05AN01,include
+3875,schiz,lithium,d62x. ,N05AN01,include
+3876,schiz,lithium,d62y. ,N05AN01,include
+3877,schiz,lithium,d62z. ,N05AN01,include
\ No newline at end of file
diff --git a/examples/codes/hanlon/MM_code_names.csv b/examples/codes/hanlon/MM_code_names.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99a1b758af32befa203d4db07b61818db5fd526f
--- /dev/null
+++ b/examples/codes/hanlon/MM_code_names.csv
@@ -0,0 +1,42 @@
+MMCode,Condition,
+1,,
+2,Hypertension,
+3,Depression,
+4,Painful_condition,
+5,Asthma,
+6,Coronary Heart disease,
+7,Treated_dyspepsia,
+8,Diabetes,
+9,Thyroid_disease,
+10,Rheumatoid_arthritis_Inflammatory_arthropathies_and_connective_tissue_disorders,
+11,Deafness,
+12,COPD,
+13,Anxiety,
+14,Irritable_bowel_syndrome,
+15,Cancer,
+16,Alcohol_problem,
+17,Other_psychoactive_substance_misuse,
+18,Treated_constipation,
+19,Stroke_or_TIA,
+20,Chronic_kidney_disease,
+21,Diverticular_disease,Need to add
+22,Atrial_fibrillation,
+23,Peripheral_vascular_disease,
+24,Heart_failure,
+25,Prostate_disorders,
+26,Glaucoma,
+27,Epilepsy_(Currently_treated),
+28,Dementia,
+29,Schizophrenia_or_bipolar_disorder,
+30,Psoriasis_or_eczema,
+31,Inflammatory_bowel_disease,
+32,Migraine,
+33,Blindness_and_low_vision,
+34,Chronic_sinusitis,
+35,Learning_disability,
+36,Anorexia_or_bulimia,
+37,Bronchiectasis,
+38,Parkinson's_disease,
+39,Multiple_sclerosis,
+40,Viral_hepatitis,
+41,Chronic_liver_disease,
diff --git a/examples/codes/hanlon/Read_codes_for_diagnoses.csv b/examples/codes/hanlon/Read_codes_for_diagnoses.csv
new file mode 100644
index 0000000000000000000000000000000000000000..efc94078142ba23fdbe10b3e1e636005941d0703
--- /dev/null
+++ b/examples/codes/hanlon/Read_codes_for_diagnoses.csv
@@ -0,0 +1,5477 @@
+Read Code,Description,MMCode,
+662G.,Hypertensive treatm.changed,2,
+662O.,On treatment for hypertension,2,
+662P.,Hypertension monitoring,2,
+662q.,Trial reduction of antihypertensive therapy,2,
+662r.,Trial withdrawal of antihypertensive therapy,2,
+8B26.,Antihypertensive therapy,2,
+8BL0.,Patient on maximal tolerated antihypertensive therapy ,2,
+8CR4.,Hypertension clinical management plan,2,
+F4042,Blind hypertensive eye ,2,
+F4213,Hypertensive retinopathy ,2,
+G2...,Hypertensive disease ,2,
+G20..,Essential hypertension ,2,
+G200.,Malignant essential hypertension ,2,
+G201.,Benign essential hypertension ,2,
+G202.,Systolic hypertension ,2,
+G203.,Diastolic hypertension ,2,
+G20z.,Essential hypertension NOS ,2,
+G21..,Hypertensive heart disease ,2,
+G210.,Malignant hypertensive heart disease ,2,
+G2100,Malignant hypertensive heart disease without CCF ,2,
+G2101,Malignant hypertensive heart disease with CCF ,2,
+G210z,Malignant hypertensive heart disease NOS ,2,
+G211.,Benign hypertensive heart disease ,2,
+G2110,Benign hypertensive heart disease without CCF ,2,
+G2111,Benign hypertensive heart disease with CCF ,2,
+G211z,Benign hypertensive heart disease NOS ,2,
+G21z.,Hypertensive heart disease NOS ,2,
+G21z0,Hypertensive heart disease NOS without CCF ,2,
+G21z1,Hypertensive heart disease NOS with CCF ,2,
+G21zz,Hypertensive heart disease NOS ,2,
+G22..,Hypertensive renal disease ,2,
+G220.,Malignant hypertensive renal disease ,2,
+G221.,Benign hypertensive renal disease ,2,
+G222.,Hypertensive renal disease with renal failure ,2,
+G22z.,Hypertensive renal disease NOS ,2,
+G23..,Hypertensive heart and renal disease ,2,
+G230.,Malignant hypertensive heart and renal disease ,2,
+G231.,Benign hypertensive heart and renal disease ,2,
+G232.,Hypertensive heart&renal dis wth (congestive) heart failure ,2,
+G233.,Hypertensive heart and renal disease with renal failure ,2,
+G234.,Hyperten heart&renal dis+both(congestv)heart and renal fail ,2,
+G23z.,Hypertensive heart and renal disease NOS ,2,
+G24..,Secondary hypertension ,2,
+G240.,Secondary malignant hypertension ,2,
+G2400,Secondary malignant renovascular hypertension ,2,
+G240z,Secondary malignant hypertension NOS ,2,
+G241.,Secondary benign hypertension ,2,
+G2410,Secondary benign renovascular hypertension ,2,
+G241z,Secondary benign hypertension NOS ,2,
+G244.,Hypertension secondary to endocrine disorders ,2,
+G24z.,Secondary hypertension NOS ,2,
+G24z0,Secondary renovascular hypertension NOS ,2,
+G24z1,Hypertension secondary to drug ,2,
+G24zz,Secondary hypertension NOS ,2,
+G2y..,Other specified hypertensive disease ,2,
+G2z..,Hypertensive disease NOS ,2,
+G672.,Hypertensive encephalopathy ,2,
+Gyu2.,[X]Hypertensive diseases ,2,
+Gyu20,[X]Other secondary hypertension ,2,
+Gyu21,[X]Hypertension secondary to other renal disorders ,2,
+1B17.,Depressed ,3,
+1B1U.,Symptoms of depression ,3,
+1BT..,Depressed mood ,3,
+2257,O/E - depressed ,3,
+62T1.,Puerperal depression ,3,
+66590,Antidepressant drug treatment started ,3,
+6G00.,Postnatal depression counselling,3,
+8CAa.,Patient given advice about management of depression,3,
+8HHq.,Referral for guided self-help for depression ,3,
+9H90.,Depression annual review,3,
+9H91.,Depression medication review,3,
+9H92.,Depression interim review,3,
+9HA0.,On depression register ,3,
+E0013,Presenile dementia with depression ,3,
+E002.,Senile dementia with depressive or paranoid features ,3,
+E0021,Senile dementia with depression ,3,
+E002z,Senile dementia with depressive or paranoid features NOS ,3,
+E0043,Arteriosclerotic dementia with depression ,3,
+E02y3,Drug-induced depressive state ,3,
+E112.,Single major depressive episode ,3,
+E1120,"Single major depressive episode, unspecified ",3,
+E1121,"Single major depressive episode, mild ",3,
+E1122,"Single major depressive episode, moderate ",3,
+E1123,"Single major depressive episode, severe, without psychosis ",3,
+E1124,"Single major depressive episode, severe, with psychosis ",3,
+E1125,"Single major depressive episode, partial or unspec remission",3,
+E1126,"Single major depressive episode, in full remission ",3,
+E112z,Single major depressive episode NOS ,3,
+E113.,Recurrent major depressive episode ,3,
+E1130,"Recurrent major depressive episodes, unspecified ",3,
+E1131,"Recurrent major depressive episodes, mild ",3,
+E1132,"Recurrent major depressive episodes, moderate ",3,
+E1133,"Recurrent major depressive episodes, severe, no psychosis ",3,
+E1134,"Recurrent major depressive episodes, severe, with psychosis ",3,
+E1135,"Recurrent major depressive episodes,partial/unspec remission",3,
+E1136,"Recurrent major depressive episodes, in full remission ",3,
+E1137,Recurrent depression ,3,
+E113z,Recurrent major depressive episode NOS ,3,
+E118.,Seasonal affective disorder ,3,
+E11y2,Atypical depressive disorder ,3,
+E11z2,Masked depression ,3,
+E130.,Reactive depressive psychosis ,3,
+E135.,Agitated depression ,3,
+E204.,Neurotic depression reactive type,3,
+E2003,Anxiety with depression ,3,
+E290.,Brief depressive reaction ,3,
+E290z,Brief depressive reaction NOS ,3,
+E291.,Prolonged depressive reaction ,3,
+E2B..,Depressive disorder NEC ,3,
+E2B0.,Postviral depression ,3,
+E2B1.,Chronic depression ,3,
+Eu204,[X]Post-schizophrenic depression ,3,
+Eu251,"[X]Schizoaffective disorder, depressive type ",3,
+Eu32.,[X]Depressive episode ,3,
+Eu320,[X]Mild depressive episode ,3,
+Eu321,[X]Moderate depressive episode ,3,
+Eu322,[X]Severe depressive episode without psychotic symptoms ,3,
+Eu323,[X]Severe depressive episode with psychotic symptoms ,3,
+Eu324,[X]Mild depression ,3,
+Eu325,"[X]Major depression, mild ",3,
+Eu326,"[X]Major depression, moderately severe ",3,
+Eu327,"[X]Major depression, severe without psychotic symptoms ",3,
+Eu328,"[X]Major depression, severe with psychotic symptoms ",3,
+Eu329,"[X]Single major depr ep, severe with psych, psych in remiss ",3,
+Eu32A,"[X]Recurr major depr ep, severe with psych, psych in remiss ",3,
+Eu32y,[X]Other depressive episodes ,3,
+Eu32z,"[X]Depressive episode, unspecified ",3,
+Eu33.,[X]Recurrent depressive disorder ,3,
+Eu330,"[X]Recurrent depressive disorder, current episode mild ",3,
+Eu331,"[X]Recurrent depressive disorder, current episode moderate ",3,
+Eu332,[X]Recurr depress disorder cur epi severe without psyc sympt,3,
+Eu333,[X]Recurrent depress disorder cur epi severe with psyc symp ,3,
+Eu334,"[X]Recurrent depressive disorder, currently in remission ",3,
+Eu33y,[X]Other recurrent depressive disorders ,3,
+Eu33z,"[X]Recurrent depressive disorder, unspecified ",3,
+Eu341,[X]Dysthymia ,3,
+Eu412,[X]Mixed anxiety and depressive disorder ,3,
+Eu920,[X]Depressive conduct disorder ,3,
+ZN120,EPDS score 12 to 13,3,
+ZN121,EPDS score above 13,3,
+ZN123,EPDS 8 month score 1-11,3,
+ZN124,EPDS 8 month score 12-13,3,
+ZN125,EPDS 8 month score above 13,3,
+173A.,Exercise induced asthma ,5,
+173c.,Occupational asthma ,5,
+173d.,Work aggravated asthma ,5,
+1780,Aspirin induced asthma ,5,
+1O2..,Asthma confirmed ,5,
+663d.,Emergency asthma admission since last appointment,5,
+663e.,Asthma restricts exercise,5,
+663e0,Asthma sometimes restricts exercise,5,
+663e1,Asthma severely restricts exercise,5,
+663f.,Asthma never restricts exercise,5,
+663h.,Asthma - currently dormant,5,
+663j.,Asthma - currently active,5,
+663m.,Asthma accident and emergency attendance since last visit,5,
+663n.,Asthma treatment compliance satisfactory,5,
+663N.,Asthma disturbing sleep,5,
+663N0,Asthma causing night waking,5,
+663N1,Asthma disturbs sleep weekly,5,
+663N2,Asthma disturbs sleep frequently,5,
+663O.,Asthma not disturbing sleep,5,
+663O0,Asthma never disturbs sleep,5,
+663p.,Asthma treatment compliance unsatisfactory,5,
+663P.,Asthma limiting activities,5,
+663q.,Asthma daytime symptoms,5,
+663Q.,Asthma not limiting activities,5,
+663r.,Asthma causes night symptoms 1 to 2 times per month,5,
+663s.,Asthma never causes daytime symptoms,5,
+663t.,Asthma causes daytime symptoms 1 to 2 times per month,5,
+663u.,Asthma causes daytime symptoms 1 to 2 times per week,5,
+663U.,Asthma management plan given,5,
+663v.,Asthma causes daytime symptoms most days,5,
+663V.,Asthma severity,5,
+663P.,Asthma limiting activities ,5,
+663q.,Asthma daytime symptoms ,5,
+663r.,Asthma causes night symptoms 1 to 2 times per month ,5,
+663u.,Asthma causes daytime symptoms 1 to 2 times per week ,5,
+663v.,Asthma causes daytime symptoms most days ,5,
+663V0,Occasional asthma ,5,
+663V1,Mild asthma,5,
+663V2,Moderate asthma,5,
+663V3,Severe asthma,5,
+663w.,Asthma limits walking up hills or stairs,5,
+663W.,Asthma prophylactic medication used,5,
+663x.,Asthma limits walking on the flat,5,
+663y.,Number of asthma exacerbations in past year,5,
+66Y5.,Change in asthma management plan,5,
+66Y9.,Step up change in asthma management plan,5,
+66YA.,Step down change in asthma management plan,5,
+66YC.,Absent from work or school due to asthma,5,
+66YE.,Asthma monitoring due,5,
+66YJ.,Asthma annual review,5,
+66YK.,Asthma follow-up,5,
+66YP.,Asthma night-time symptoms,5,
+66YQ.,Asthma monitoring by nurse,5,
+66YR.,Asthma monitoring by doctor,5,
+8793,Asthma control step 0,5,
+8794,Asthma control step 1,5,
+8795,Asthma control step 2,5,
+8796,Asthma control step 3,5,
+8797,Asthma control step 4,5,
+8798,Asthma control step 5,5,
+8B3j.,Asthma medication review,5,
+8CR0.,Asthma clinical management plan,5,
+8791,Further asthma - drug prevent. ,5,
+9hA..,Exception reporting: asthma quality indicators ,5,
+H3120,Chronic asthmatic bronchitis ,5,
+H33..,Asthma ,5,
+H330.,Extrinsic (atopic) asthma ,5,
+H3300,Extrinsic asthma without status asthmaticus ,5,
+H3301,Extrinsic asthma with status asthmaticus ,5,
+H330z,Extrinsic asthma NOS ,5,
+H331.,Intrinsic asthma ,5,
+H3310,Intrinsic asthma without status asthmaticus ,5,
+H3311,Intrinsic asthma with status asthmaticus ,5,
+H331z,Intrinsic asthma NOS ,5,
+H332.,Mixed asthma ,5,
+H333.,Acute exacerbation of asthma ,5,
+H334.,Brittle asthma ,5,
+H33z.,Asthma unspecified ,5,
+H33z0,Status asthmaticus NOS ,5,
+H33z1,Asthma attack ,5,
+H33z2,Late-onset asthma ,5,
+H33zz,Asthma NOS ,5,
+H35y6,Sequoiosis (red-cedar asthma) ,5,
+H35y7,Wood asthma ,5,
+H47y0,Detergent asthma ,5,
+14AL.,H/O: Treatment for ischaemic heart disease ,6,
+G3...,Ischaemic heart disease ,6,
+G30B.,Acute posterolateral myocardial infarction ,6,
+G31..,Other acute and subacute ischaemic heart disease ,6,
+G310.,Postmyocardial infarction syndrome,6,
+G3110,Myocardial infarction aborted,6,
+G312.,Coronary thrombosis not resulting in myocardial infarction,6,
+G31y.,Other acute and subacute ischaemic heart disease,6,
+G31y0,Acute coronary insufficiency,6,
+G31y1,Microinfarction of heart,6,
+G31y2,Subendocardial ischaemia,6,
+G31y3,Transient myocardial ischaemia,6,
+G31yz,Other acute and subacute ischaemic heart disease NOS,6,
+G32..,Old myocardial infarction,6,
+G33z.,Angina pectoris NOS ,6,
+G33z0,Status anginosus ,6,
+G33z1,Stenocardia ,6,
+G33z2,Syncope anginosa ,6,
+G33z3,Angina on effort ,6,
+G33z4,Ischaemic chest pain ,6,
+G33z5,Post infarct angina ,6,
+G33z6,New onset angina ,6,
+G33z7,Stable angina ,6,
+G33zz,Angina pectoris NOS ,6,
+G34..,Other chronic ischaemic heart disease ,6,
+G340.,Coronary atherosclerosis ,6,
+G3400,Single coronary vessel disease ,6,
+G3401,Double coronary vessel disease ,6,
+G34..,Other chronic ischaemic heart disease,6,
+G340.,Coronary atherosclerosis,6,
+G3400,Single coronary vessel disease,6,
+G3401,Double coronary vessel disease,6,
+G3412,Aneurysm of coronary vessels,6,
+G342.,Atherosclerotic cardiovascular disease,6,
+G343.,Ischaemic cardiomyopathy,6,
+G344.,Silent myocardial ischaemia,6,
+G34y.,Other specified chronic ischaemic heart disease,6,
+G34y0,Chronic coronary insufficiency,6,
+G34y1,Chronic myocardial ischaemia,6,
+G34yz,Other specified chronic ischaemic heart disease NOS,6,
+G34z.,Other chronic ischaemic heart disease NOS,6,
+G34z0,Asymptomatic coronary heart disease,6,
+G35..,Subsequent myocardial infarction,6,
+G350.,Subsequent myocardial infarction of anterior wall,6,
+G351.,Subsequent myocardial infarction of inferior wall,6,
+G353.,Subsequent myocardial infarction of other sites,6,
+G35X.,Subsequent myocardial infarction of unspecified site,6,
+G36..,Certain current complication follow acute myocardial infarct,6,
+G360.,Haemopericardium/current comp folow acut myocard infarct,6,
+G361.,Atrial septal defect/curr comp folow acut myocardal infarct,6,
+G362.,Ventric septal defect/curr comp fol acut myocardal infarctn,6,
+G363.,Ruptur cardiac wall w'out haemopericard/cur comp fol ac MI,6,
+G364.,Ruptur chordae tendinae/curr comp fol acute myocard infarct,6,
+G365.,Rupture papillary muscle/curr comp fol acute myocard infarct,6,
+G366.,"Thrombosis atrium,auric append&vent/curr comp foll acute MI",6,
+G38..,Postoperative myocardial infarction ,6,
+G380.,Postoperative transmural myocardial infarction anterior wall,6,
+G381.,Postoperative transmural myocardial infarction inferior wall,6,
+G382.,Postoperative transmural myocardial infarction other sites ,6,
+G383.,Postoperative transmural myocardial infarction unspec site ,6,
+G384.,Postoperative subendocardial myocardial infarction ,6,
+G38z.,"Postoperative myocardial infarction, unspecified ",6,
+G3y..,Other specified ischaemic heart disease,6,
+G3z..,Ischaemic heart disease NOS,6,
+G501.,Post infarction pericarditis,6,
+G5y2.,Cardiovascular arteriosclerosis unspecified,6,
+Gyu3.,[X]Ischaemic heart diseases,6,
+Gyu31,[X]Other current complicatns following acute myocard infarct,6,
+Gyu32,[X]Other forms of acute ischaemic heart disease,6,
+Gyu33,[X]Other forms of chronic ischaemic heart disease,6,
+Gyu35,[X]Subsequent myocardial infarction of other sites,6,
+Gyu36,[X]Subsequent myocardial infarction of unspecified site,6,
+13AB.,Diabetic lipid lowering diet,8,
+13AC.,Diabetic weight reducing diet,8,
+13B1.,Diabetic diet,8,
+1434,H/O: diabetes mellitus ,8,
+14F4.,H/O: Admission in last year for diabetes foot problem ,8,
+2BBF.,Retinal abnormality - diabetes related,8,
+2BBk.,O/E - right eye stable treated prolif diabetic retinopathy ,8,
+2BBL.,O/E - diabetic maculopathy present both eyes ,8,
+2BBl.,O/E - left eye stable treated prolif diabetic retinopathy ,8,
+2BBo.,O/E - sight threatening diabetic retinopathy ,8,
+2BBP.,O/E - right eye background diabetic retinopathy ,8,
+2BBQ.,O/E - left eye background diabetic retinopathy ,8,
+2BBR.,O/E - right eye preproliferative diabetic retinopathy ,8,
+2BBr.,Impaired vision due to diabetic retinopathy ,8,
+2BBS.,O/E - left eye preproliferative diabetic retinopathy ,8,
+2BBT.,O/E - right eye proliferative diabetic retinopathy ,8,
+2BBV.,O/E - left eye proliferative diabetic retinopathy ,8,
+2BBW.,O/E - right eye diabetic maculopathy ,8,
+2BBX.,O/E - left eye diabetic maculopathy ,8,
+2G510,Foot abnormality - diabetes related ,8,
+2G5A.,O/E - Right diabetic foot at risk ,8,
+2G5B.,O/E - Left diabetic foot at risk,8,
+2G5C.,Foot abnormality - diabetes related ,8,
+2G5E.,O/E - Right diabetic foot at low risk ,8,
+2G5F.,O/E - Right diabetic foot at moderate risk ,8,
+2G5G.,O/E - Right diabetic foot at high risk ,8,
+2G5H.,O/E - Right diabetic foot - ulcerated ,8,
+2G5I.,O/E - Left diabetic foot at low risk ,8,
+2G5J.,O/E - Left diabetic foot at moderate risk ,8,
+2G5K.,O/E - Left diabetic foot at high risk ,8,
+2G5L.,O/E - Left diabetic foot - ulcerated ,8,
+2G5V.,O/E - right chronic diabetic foot ulcer ,8,
+2G5W.,O/E - left chronic diabetic foot ulcer ,8,
+3881,Education score - diabetes,8,
+3882,Diabetes well being questionnaire,8,
+3883,Diabetes treatment satisfaction questionnaire,8,
+42c..,HbA1 - diabetic control,8,
+42c0.,HbA1 < 7% - good control,8,
+42c1.,HbA1 7 - 10% - borderline control,8,
+42c2.,HbA1 > 10% - bad control,8,
+42W..,Hb. A1C - diabetic control,8,
+42W1.,Hb. A1C < 7% - good control,8,
+42W2.,Hb. A1C 7-10% - borderline,8,
+42W3.,Hb. A1C > 10% - bad control,8,
+42WZ.,Hb. A1C - diabetic control NOS,8,
+44V3.,Glucose tol. test diabetic,8,
+66A..,Diabetic monitoring,8,
+66A1.,Initial diabetic assessment,8,
+66A2.,Follow-up diabetic assessment,8,
+66A3.,Diabetic on diet only,8,
+66A4.,Diabetic on oral treatment,8,
+66A5.,Diabetic on insulin,8,
+66A6.,Last hypo. attack,8,
+66A7.,Frequency of hypo. attacks,8,
+66A70,Frequency of hospital treated hypoglycaemia,8,
+66A71,Frequency of GP or paramedic treated hypoglycaemia,8,
+66A8.,Has seen dietician - diabetes,8,
+66A9.,Understands diet - diabetes,8,
+66Aa.,Diabetic diet - poor compliance,8,
+66AA.,Injection sites,8,
+66Ab.,Diabetic foot examination,8,
+66AB.,Urine sugar charts,8,
+66Ac.,Diabetic peripheral neuropathy screening,8,
+66AC.,Blood sugar charts,8,
+66Ad.,Hypoglycaemic attack requiring 3rd party assistance,8,
+66AD.,Fundoscopy - diabetic check,8,
+66Ae.,HBA1c target,8,
+66Af.,Patient diabetes education review,8,
+66Ag.,Insulin needles changed daily,8,
+66Ah.,Insulin needles changed for each injection,8,
+66AH.,Diabetic treatment changed,8,
+66AH0,Conversion to insulin,8,
+66Ai.,Diabetic 6 month review,8,
+66AI.,Diabetic - good control,8,
+66Aj.,Insulin needles changed less than once a day,8,
+66AJ.,Diabetic - poor control,8,
+66AJ0,Chronic hyperglycaemia,8,
+66AJ1,Brittle diabetes,8,
+66AJ2,Loss of hypoglycaemic warning,8,
+66AJ3,Recurrent severe hypos,8,
+66AJz,Diabetic - poor control NOS,8,
+66Ak.,Diabetic monitoring - lower risk albumin excretion,8,
+66AK.,Diabetic - cooperative patient,8,
+66Al.,Diabetic monitoring - higher risk albumin excretion,8,
+66AL.,Diabetic-uncooperative patient,8,
+66Am.,Insulin dose changed,8,
+66AM.,Diabetic - follow-up default,8,
+66An.,Diabetes type 1 review,8,
+66AN.,Date diabetic treatment start,8,
+66Ao.,Diabetes type 2 review,8,
+66Ap.,Insulin treatment initiated,8,
+66AP.,Diabetes: practice programme,8,
+66Aq.,Diabetic foot screen,8,
+66AQ.,Diabetes: shared care programme,8,
+66AR.,Diabetes management plan given,8,
+66AS.,Diabetic annual review,8,
+66AT.,Annual diabetic blood test,8,
+66AU.,Diabetes care by hospital only,8,
+66AV.,Diabetic on insulin and oral treatment,8,
+66AW.,Diabetic foot risk assessment,8,
+66AX.,Diabetes: shared care in pregnancy - diabetol and obstet,8,
+66AY.,Diabetic diet - good compliance,8,
+66AZ.,Diabetic monitoring NOS,8,
+6761,Diabetic pre-pregnancy counselling,8,
+7L198,Subcutaneous injection of insulin,8,
+8A12.,Diabetic crisis monitoring,8,
+8A13.,Diabetic stabilisation,8,
+8A17.,Self monitoring of blood glucose,8,
+8A19.,Self monitoring of blood and urine glucose,8,
+8B3l.,Diabetes medication review,8,
+8CA41,Pt advised re diabetic diet,8,
+8CP2.,Transition of diabetes care options discussed,8,
+8CR2.,Diabetes clinical management plan,8,
+8CS0.,Diabetes care plan agreed,8,
+C10..,Diabetes mellitus ,8,
+C100.,Diabetes mellitus with no mention of complication ,8,
+C1000,"Diabetes mellitus, juvenile type, no mention of complication",8,
+C1001,"Diabetes mellitus, adult onset, no mention of complication ",8,
+C100z,Diabetes mellitus NOS with no mention of complication ,8,
+C101.,Diabetes mellitus with ketoacidosis ,8,
+C1010,"Diabetes mellitus, juvenile type, with ketoacidosis ",8,
+C1011,"Diabetes mellitus, adult onset, with ketoacidosis ",8,
+C101y,Other specified diabetes mellitus with ketoacidosis ,8,
+C101z,Diabetes mellitus NOS with ketoacidosis ,8,
+C102.,Diabetes mellitus with hyperosmolar coma ,8,
+C1020,"Diabetes mellitus, juvenile type, with hyperosmolar coma ",8,
+C1021,"Diabetes mellitus, adult onset, with hyperosmolar coma ",8,
+C102z,Diabetes mellitus NOS with hyperosmolar coma ,8,
+C103.,Diabetes mellitus with ketoacidotic coma ,8,
+C1030,"Diabetes mellitus, juvenile type, with ketoacidotic coma ",8,
+C1031,"Diabetes mellitus, adult onset, with ketoacidotic coma ",8,
+C103y,Other specified diabetes mellitus with coma ,8,
+C103z,Diabetes mellitus NOS with ketoacidotic coma ,8,
+C104.,Diabetes mellitus with renal manifestation ,8,
+C1040,"Diabetes mellitus, juvenile type, with renal manifestation ",8,
+C1041,"Diabetes mellitus, adult onset, with renal manifestation ",8,
+C104y,Other specified diabetes mellitus with renal complications ,8,
+C104z,Diabetes mellitus with nephropathy NOS ,8,
+C105.,Diabetes mellitus with ophthalmic manifestation ,8,
+C1050,"Diabetes mellitus, juvenile type, + ophthalmic manifestation",8,
+C1051,"Diabetes mellitus, adult onset, + ophthalmic manifestation ",8,
+C105y,Other specified diabetes mellitus with ophthalmic complicatn,8,
+C105z,Diabetes mellitus NOS with ophthalmic manifestation ,8,
+C106.,Diabetes mellitus with neurological manifestation ,8,
+C1060,"Diabetes mellitus, juvenile, + neurological manifestation ",8,
+C1061,"Diabetes mellitus, adult onset, + neurological manifestation",8,
+C106y,Other specified diabetes mellitus with neurological comps ,8,
+C106z,Diabetes mellitus NOS with neurological manifestation ,8,
+C107.,Diabetes mellitus with peripheral circulatory disorder ,8,
+C1070,"Diabetes mellitus, juvenile +peripheral circulatory disorder",8,
+C1071,"Diabetes mellitus, adult, + peripheral circulatory disorder ",8,
+C1072,"Diabetes mellitus, adult with gangrene ",8,
+C1073,IDDM with peripheral circulatory disorder ,8,
+C1074,NIDDM with peripheral circulatory disorder ,8,
+C107y,Other specified diabetes mellitus with periph circ comps ,8,
+C107z,Diabetes mellitus NOS with peripheral circulatory disorder ,8,
+C108.,Insulin dependent diabetes mellitus ,8,
+C1080,Insulin-dependent diabetes mellitus with renal complications,8,
+C1081,Insulin-dependent diabetes mellitus with ophthalmic comps ,8,
+C1082,Insulin-dependent diabetes mellitus with neurological comps ,8,
+C1083,Insulin dependent diabetes mellitus with multiple complicatn,8,
+C1084,Unstable insulin dependent diabetes mellitus ,8,
+C1085,Insulin dependent diabetes mellitus with ulcer ,8,
+C1086,Insulin dependent diabetes mellitus with gangrene ,8,
+C1087,Insulin dependent diabetes mellitus with retinopathy ,8,
+C1088,Insulin dependent diabetes mellitus - poor control ,8,
+C1089,Insulin dependent diabetes maturity onset ,8,
+C108A,Insulin-dependent diabetes without complication ,8,
+C108B,Insulin dependent diabetes mellitus with mononeuropathy ,8,
+C108C,Insulin dependent diabetes mellitus with polyneuropathy ,8,
+C108D,Insulin dependent diabetes mellitus with nephropathy ,8,
+C108E,Insulin dependent diabetes mellitus with hypoglycaemic coma ,8,
+C108F,Insulin dependent diabetes mellitus with diabetic cataract ,8,
+C108G,Insulin dependent diab mell with peripheral angiopathy ,8,
+C108H,Insulin dependent diabetes mellitus with arthropathy ,8,
+C108J,Insulin dependent diab mell with neuropathic arthropathy ,8,
+C108y,Other specified diabetes mellitus with multiple comps ,8,
+C108z,Unspecified diabetes mellitus with multiple complications ,8,
+C109.,Non-insulin dependent diabetes mellitus ,8,
+C1090,Non-insulin-dependent diabetes mellitus with renal comps ,8,
+C1091,Non-insulin-dependent diabetes mellitus with ophthalm comps ,8,
+C1092,Non-insulin-dependent diabetes mellitus with neuro comps ,8,
+C1093,Non-insulin-dependent diabetes mellitus with multiple comps ,8,
+C1094,Non-insulin dependent diabetes mellitus with ulcer ,8,
+C1095,Non-insulin dependent diabetes mellitus with gangrene ,8,
+C1096,Non-insulin-dependent diabetes mellitus with retinopathy ,8,
+C1097,Non-insulin dependent diabetes mellitus - poor control ,8,
+C1099,Non-insulin-dependent diabetes mellitus without complication,8,
+C109A,Non-insulin dependent diabetes mellitus with mononeuropathy ,8,
+C109B,Non-insulin dependent diabetes mellitus with polyneuropathy ,8,
+C109C,Non-insulin dependent diabetes mellitus with nephropathy ,8,
+C109D,Non-insulin dependent diabetes mellitus with hypoglyca coma ,8,
+C109E,Non-insulin depend diabetes mellitus with diabetic cataract ,8,
+C109F,Non-insulin-dependent d m with peripheral angiopath ,8,
+C109G,Non-insulin dependent diabetes mellitus with arthropathy ,8,
+C109H,Non-insulin dependent d m with neuropathic arthropathy ,8,
+C109J,Insulin treated Type 2 diabetes mellitus ,8,
+C109K,Hyperosmolar non-ketotic state in type 2 diabetes mellitus ,8,
+C10A.,Malnutrition-related diabetes mellitus ,8,
+C10A0,Malnutrition-related diabetes mellitus with coma ,8,
+C10A1,Malnutrition-related diabetes mellitus with ketoacidosis ,8,
+C10A2,Malnutrition-related diabetes mellitus with renal complicatn,8,
+C10A3,Malnutrit-related diabetes mellitus wth ophthalmic complicat,8,
+C10A4,Malnutrition-related diabetes mellitus wth neuro complicatns,8,
+C10A5,Malnutritn-relat diabetes melitus wth periph circul complctn,8,
+C10A6,Malnutrition-related diabetes mellitus with multiple comps ,8,
+C10A7,Malnutrition-related diabetes mellitus without complications,8,
+C10AW,Malnutrit-related diabetes mellitus with unspec complics ,8,
+C10AX,Malnutrit-relat diabetes mellitus with other spec comps ,8,
+C10B.,Diabetes mellitus induced by steroids ,8,
+C10B0,Steroid induced diabetes mellitus without complication ,8,
+C10C.,Diabetes mellitus autosomal dominant ,8,
+C10D.,Diabetes mellitus autosomal dominant type 2 ,8,
+C10E.,Type 1 diabetes mellitus ,8,
+C10E0,Type 1 diabetes mellitus with renal complications ,8,
+C10E1,Type 1 diabetes mellitus with ophthalmic complications ,8,
+C10E2,Type 1 diabetes mellitus with neurological complications ,8,
+C10E3,Type 1 diabetes mellitus with multiple complications ,8,
+C10E4,Unstable type 1 diabetes mellitus ,8,
+C10E5,Type 1 diabetes mellitus with ulcer ,8,
+C10E6,Type 1 diabetes mellitus with gangrene ,8,
+C10E7,Type 1 diabetes mellitus with retinopathy ,8,
+C10E8,Type 1 diabetes mellitus - poor control ,8,
+C10E9,Type 1 diabetes mellitus maturity onset ,8,
+C10EA,Type 1 diabetes mellitus without complication ,8,
+C10EB,Type 1 diabetes mellitus with mononeuropathy ,8,
+C10EC,Type 1 diabetes mellitus with polyneuropathy ,8,
+C10ED,Type 1 diabetes mellitus with nephropathy ,8,
+C10EE,Type 1 diabetes mellitus with hypoglycaemic coma ,8,
+C10EF,Type 1 diabetes mellitus with diabetic cataract ,8,
+C10EG,Type 1 diabetes mellitus with peripheral angiopathy ,8,
+C10EH,Type 1 diabetes mellitus with arthropathy ,8,
+C10EJ,Type 1 diabetes mellitus with neuropathic arthropathy ,8,
+C10EK,Type 1 diabetes mellitus with persistent proteinuria ,8,
+C10EL,Type 1 diabetes mellitus with persistent microalbuminuria ,8,
+C10EM,Type 1 diabetes mellitus with ketoacidosis ,8,
+C10EN,Type 1 diabetes mellitus with ketoacidotic coma ,8,
+C10EP,Type 1 diabetes mellitus with exudative maculopathy ,8,
+C10EQ,Type 1 diabetes mellitus with gastroparesis ,8,
+C10ER,Latent autoimmune diabetes mellitus in adult ,8,
+C10F.,Type 2 diabetes mellitus ,8,
+C10F0,Type 2 diabetes mellitus with renal complications ,8,
+C10F1,Type 2 diabetes mellitus with ophthalmic complications ,8,
+C10F2,Type 2 diabetes mellitus with neurological complications ,8,
+C10F3,Type 2 diabetes mellitus with multiple complications ,8,
+C10F4,Type 2 diabetes mellitus with ulcer ,8,
+C10F5,Type 2 diabetes mellitus with gangrene ,8,
+C10F6,Type 2 diabetes mellitus with retinopathy ,8,
+C10F7,Type 2 diabetes mellitus - poor control ,8,
+C10F9,Type 2 diabetes mellitus without complication ,8,
+C10FA,Type 2 diabetes mellitus with mononeuropathy ,8,
+C10FB,Type 2 diabetes mellitus with polyneuropathy ,8,
+C10FC,Type 2 diabetes mellitus with nephropathy ,8,
+C10FD,Type 2 diabetes mellitus with hypoglycaemic coma ,8,
+C10FE,Type 2 diabetes mellitus with diabetic cataract ,8,
+C10FF,Type 2 diabetes mellitus with peripheral angiopathy ,8,
+C10FG,Type 2 diabetes mellitus with arthropathy ,8,
+C10FH,Type 2 diabetes mellitus with neuropathic arthropathy ,8,
+C10FJ,Insulin treated Type 2 diabetes mellitus ,8,
+C10FK,Hyperosmolar non-ketotic state in type 2 diabetes mellitus ,8,
+C10FL,Type 2 diabetes mellitus with persistent proteinuria ,8,
+C10FM,Type 2 diabetes mellitus with persistent microalbuminuria ,8,
+C10FN,Type 2 diabetes mellitus with ketoacidosis ,8,
+C10FP,Type 2 diabetes mellitus with ketoacidotic coma ,8,
+C10FQ,Type 2 diabetes mellitus with exudative maculopathy ,8,
+C10FR,Type 2 diabetes mellitus with gastroparesis ,8,
+C10FS,Maternally inherited diabetes mellitus ,8,
+C10G.,Secondary pancreatic diabetes mellitus ,8,
+C10G0,Secondary pancreatic diabetes mellitus without complication ,8,
+C10H.,Diabetes mellitus induced by non-steroid drugs ,8,
+C10H0,DM induced by non-steroid drugs without complication ,8,
+C10M.,Lipoatrophic diabetes mellitus ,8,
+C10M0,Lipoatrophic diabetes mellitus without complication ,8,
+C10N.,Secondary diabetes mellitus ,8,
+C10N0,Secondary diabetes mellitus without complication ,8,
+C10N1,Cystic fibrosis related diabetes mellitus ,8,
+C10y.,Diabetes mellitus with other specified manifestation ,8,
+C10y0,"Diabetes mellitus, juvenile, + other specified manifestation",8,
+C10y1,"Diabetes mellitus, adult, + other specified manifestation ",8,
+C10yy,Other specified diabetes mellitus with other spec comps ,8,
+C10yz,Diabetes mellitus NOS with other specified manifestation ,8,
+C10z.,Diabetes mellitus with unspecified complication ,8,
+C10z0,"Diabetes mellitus, juvenile type, + unspecified complication",8,
+C10z1,"Diabetes mellitus, adult onset, + unspecified complication ",8,
+C10zy,Other specified diabetes mellitus with unspecified comps ,8,
+C10zz,Diabetes mellitus NOS with unspecified complication ,8,
+C11y0,Steroid induced diabetes ,8,
+Cyu2.,[X]Diabetes mellitus ,8,
+Cyu20,[X]Other specified diabetes mellitus ,8,
+Cyu21,[X]Malnutrit-relat diabetes mellitus with other spec comps ,8,
+Cyu22,[X]Malnutrit-related diabetes mellitus with unspec complics ,8,
+Cyu23,[X]Unspecified diabetes mellitus with renal complications ,8,
+F1711,Autonomic neuropathy due to diabetes,8,
+F3450,Diabetic mononeuritis multiplex ,8,
+F35z0,Diabetic mononeuritis NOS ,8,
+F372.,Polyneuropathy in diabetes,8,
+F3720,Acute painful diabetic neuropathy ,8,
+F3721,Chronic painful diabetic neuropathy ,8,
+F3722,Asymptomatic diabetic neuropathy ,8,
+F3813,Myasthenic syndrome due to diabetic amyotrophy ,8,
+F3y0.,Diabetic mononeuropathy ,8,
+F420.,Diabetic retinopathy ,8,
+F4200,Background diabetic retinopathy ,8,
+F4201,Proliferative diabetic retinopathy ,8,
+F4202,Preproliferative diabetic retinopathy ,8,
+F4203,Advanced diabetic maculopathy ,8,
+F4204,Diabetic maculopathy ,8,
+F4205,Advanced diabetic retinal disease ,8,
+F4206,Non proliferative diabetic retinopathy ,8,
+F4207,High risk proliferative diabetic retinopathy ,8,
+F4208,High risk non proliferative diabetic retinopathy ,8,
+F420z,Diabetic retinopathy NOS ,8,
+F4407,Diabetic iritis ,8,
+F4640,Diabetic cataract ,8,
+G73y0,Diabetic peripheral angiopathy ,8,
+K01x1,Nephrotic syndrome in diabetes mellitus ,8,
+L1805,"Pre-existing diabetes mellitus, insulin-dependent ",8,
+L1806,"Pre-existing diabetes mellitus, non-insulin-dependent ",8,
+L1807,Pre-existing malnutrition-related diabetes mellitus ,8,
+L180X,"Pre-existing diabetes mellitus, unspecified ",8,
+Lyu29,"[X]Pre-existing diabetes mellitus, unspecified ",8,
+M0372,Cellulitis in diabetic foot ,8,
+M2710,Ischaemic ulcer diabetic foot ,8,
+M2711,Neuropathic diabetic ulcer - foot ,8,
+M2712,Mixed diabetic ulcer - foot ,8,
+N0300,Diabetic cheiroarthropathy ,8,
+N0301,Diabetic Charcot arthropathy ,8,
+Q441.,Neonatal diabetes mellitus ,8,
+R0542,[D]Gangrene of toe in diabetic ,8,
+R0543,[D]Widespread diabetic foot gangrene,8,
+22H2.,O/E - thyroid swelling -unilat,9,
+22H3.,O/E - thyroid swelling -bilat.,9,
+22H4.,O/E - thyroid lump,9,
+66B..,Thyroid disease monitoring,9,
+66B1.,Initial thyroid assessment,9,
+66B2.,Follow-up thyroid assessment,9,
+66B3.,Inactive thyroid disease ,9,
+66B4.,Thyroid eye disease ,9,
+66B5.,Thyroid symptom change,9,
+66B7.,Thyroid-dubious diagn.criteria,9,
+66B8.,Thyroid dis.treatment changed,9,
+66B9.,Thyroid dis.treatment started,9,
+66BB.,Hypothyroidism annual review,9,
+66BZ.,Thyroid disease monitoring NOS,9,
+8CR5.,Hypothyroidism clinical management plan,9,
+C0...,Disorders of thyroid gland ,9,
+C00..,Simple and unspecified goitre,9,
+C000.,Simple goitre,9,
+C00z.,Goitre NOS,9,
+C01..,Nontoxic nodular goitre,9,
+C010.,Nontoxic uninodular goitre,9,
+C011.,Nontoxic multinodular goitre,9,
+C01z.,Nontoxic nodular goitre NOS,9,
+C03..,Congenital hypothyroidism ,9,
+C03y.,Other specified congenital hypothyroidism ,9,
+C03y0,Congenital hypothyroidism with diffuse goitre ,9,
+C03y1,Congenital hypothyroidism without goitre ,9,
+C03z.,Congenital hypothyroidism NOS ,9,
+C04..,Acquired hypothyroidism ,9,
+C040.,Postsurgical hypothyroidism ,9,
+C041.,Other postablative hypothyroidism ,9,
+C0410,Irradiation hypothyroidism ,9,
+C041z,Postablative hypothyroidism NOS ,9,
+C042.,Iodine hypothyroidism ,9,
+C043.,Other iatrogenic hypothyroidism ,9,
+C0430,Hypothyroidism resulting from para-aminosalicylic acid ,9,
+C0431,Hypothyroidism resulting from phenylbutazone ,9,
+C0432,Hypothyroidism resulting from resorcinol ,9,
+C043z,Iatrogenic hypothyroidism NOS ,9,
+C044.,Postinfectious hypothyroidism ,9,
+C047.,Subclinical hypothyroidism ,9,
+C04y.,Other acquired hypothyroidism ,9,
+C04z.,Hypothyroidism NOS ,9,
+C04z0,Premature puberty due to hypothyroidism ,9,
+C04z1,Myxoedema coma,9,
+C05..,Thyroiditis ,9,
+C050.,Acute thyroiditis ,9,
+C0500,Acute nonsuppurative thyroiditis ,9,
+C0501,Acute suppurative thyroiditis ,9,
+C0502,Abscess of thyroid ,9,
+C050z,Acute thyroiditis NOS ,9,
+C051.,Subacute thyroiditis ,9,
+C052.,Chronic lymphocytic thyroiditis ,9,
+C053.,Chronic fibrous thyroiditis ,9,
+C054.,Iatrogenic thyroiditis ,9,
+C05y.,Other and unspecified chronic thyroiditis ,9,
+C05y4,Chronic thyroiditis with transient thyrotoxicosis ,9,
+C05z.,Thyroiditis NOS ,9,
+C06..,Other disorders of thyroid ,9,
+C060.,Disorder of thyrocalcitonin secretion,9,
+C061.,Dyshormonogenic goitre,9,
+C062.,Thyroid cyst,9,
+C063.,Thyroid haemorrhage and infarction,9,
+C0630,Thyroid haemorrhage,9,
+C0631,Thyroid infarction,9,
+C063z,Thyroid haemorrhage or infarction NOS,9,
+C06y.,Other specified thyroid disorders,9,
+C06y0,Thyroid-binding globulin abnormality,9,
+C06y1,Thyroid atrophy,9,
+C06yz,Other specified thyroid disorder NOS ,9,
+C06z.,Thyroid disorder NOS,9,
+C0A..,Congenital iodine deficiency syndrome,9,
+C0A0.,"Congenital iodine-deficiency syndrome, neurological type",9,
+C0A1.,"Congenital iodine-deficiency syndrome, myxoedematous type",9,
+C0A2.,"Congenital iodine-deficiency syndrome, mixed type",9,
+C0A3.,Iodine-deficiency-related diffuse (endemic) goitre,9,
+C0A4.,Iodine-deficiency-related multinodular (endemic) goitre,9,
+C0A5.,Subclinical iodine-deficiency hypothyroidism,9,
+C0AX.,"Iodine-deficiency-related (endemic) goitre, unspecified",9,
+C1343,TSH - thyroid-stimulating hormone deficiency ,9,
+C3A..,Iodine-deficiency syndromes,9,
+Cyu1.,[X]Disorders of thyroid gland,9,
+Cyu10,[X]Oth iodine-deficncy relatd thyroid disordr+allied condtns,9,
+Cyu11,[X]Other sp cified hypothyroidism ,9,
+Cyu12,[X]Other specified nontoxic goitre,9,
+Cyu14,[X]Other chronic thyroiditis ,9,
+Cyu15,[X]Other specified disorders of thyroid ,9,
+Cyu4J,[X]Disorders of thyroid gland in diseases CE ,9,
+F11x5,Cerebral degeneration due to myxoedema,9,
+F1441,Cerebellar ataxia due to myxoedema,9,
+F3814,Myasthenic syndrome due to hypothyroidism ,9,
+L1810,Thyroid dysfunction - unspec whether in pregnancy/puerperium,9,
+PK251,Congenital absence of thyroid gland ,9,
+Q4337,Neonatal jaundice with congenital hypothyroidism,9,
+14G1.,H/O: rheumatoid arthritis ,10,x
+669..,Gout monitoring,10,
+6691,Initial gout assessment,10,
+6692,Follow-up gout assessment,10,
+6693,Joints gout affected,10,
+6697,Gout associated problems,10,
+6699,Gout treatment changed,10,
+669Z.,Gout monitoring NOS,10,
+66c0.,Disease modifying antirheumatic drug monitoring,10,
+AD61.,Behcet's syndrome,10,
+C34..,Gout,10,
+C340.,Gouty arthropathy,10,
+C341.,Gouty nephropathy,10,
+C3410,Gouty nephropathy unspecified,10,
+C3411,Uric acid nephrolithiasis,10,
+C341z,Gouty nephropathy NOS,10,
+C342.,Idiopathic gout,10,
+C343.,Lead-induced gout,10,
+C344.,Drug-induced gout,10,
+C345.,Gout due to impairment of renal function,10,
+C34y.,Other specified gouty manifestation,10,
+C34y0,Gouty tophi of ear,10,
+C34y1,Gouty tophi of heart,10,
+C34y2,Gouty tophi of other sites,10,
+C34y3,Gouty iritis,10,
+C34y4,Gouty neuritis,10,
+C34y5,Gouty tophi of hand,10,
+C34yz,Other specified gouty manifestation NOS,10,
+C34z.,Gout NOS,10,
+C394.,Autoimmune disease NOS,10,
+F371.,Polyneuropathy in collagen vascular disease,10,
+F3710,Polyneuropathy in disseminated lupus erythematosus,10,
+F3711,Polyneuropathy in polyarteritis nodosa,10,
+F3712,Polyneuropathy in rheumatoid arthritis ,10,x
+F371z,Polyneuropathy in collagen vascular disease NOS,10,
+F3961,Myopathy due to disseminated lupus erythematosus,10,
+F3963,Myopathy due to polyarteritis nodosa,10,
+F3964,Myopathy due to rheumatoid arthritis,10,x
+F3966,Myopathy due to scleroderma,10,
+F3967,Myopathy due to Sjogren's disease,10,
+F4A32,Keratoconjunctivitis sicca (excluding Sjogren's syndrome),10,
+G5573,Gouty tophi of heart,10,
+G5yA.,Rheumatoid carditis ,10,x
+G5y8.,Rheumatoid myocarditis,10,x
+G75..,Polyarteritis nodosa and allied conditions,10,
+G750.,Polyarteritis nodosa,10,
+G751.,Acute febrile mucocutaneous lymph node syndrome,10,
+G7510,Kawasaki disease,10,
+G751z,Acute febrile mucocutaneous lymph node syndrome NOS,10,
+G752.,Hypersensitivity angiitis,10,
+G7520,Goodpasture's syndrome,10,
+G752z,Hypersensitivity angiitis NOS,10,
+G753.,Lethal midline granuloma,10,
+G754.,Wegener's granulomatosis,10,
+G755.,Giant cell arteritis,10,
+G7550,Cranial arteritis,10,
+G7551,Temporal arteritis,10,
+G7552,Horton's disease,10,
+G755z,Giant cell arteritis NOS,10,
+G756.,Thrombotic microangiopathy,10,
+G7560,Moschcowitz syndrome,10,
+G7561,Thrombotic thrombocytopenic purpura,10,
+G756z,Thrombotic microangiopathy NOS,10,
+G757.,Takayasu's disease,10,
+G758.,Churg-Strauss vasculitis,10,
+G759.,Juvenile polyarteritis,10,
+G75X.,"Necrotising vasculopathy, unspecified",10,
+G75z.,Polyarteritis nodosa and allied conditions NOS,10,
+H570.,Rheumatoid lung,10,x
+H572.,Lung disease with systemic sclerosis,10,
+H57y1,Lung disease with polymyositis,10,
+H57y3,Lung disease with Sjogren's disease,10,
+H57y4,Lung disease with systemic lupus erythematosus,10,
+K01x3,Nephrotic syndrome in polyarteritis nodosa,10,
+K01x4,Nephrotic syndrome in systemic lupus erythematosus,10,
+K0B40,Renal tubulo-interstitial disorder in SLE,10,
+M1601,Distal interphalangeal psoriatic arthropathy,10,
+M1602,Arthritis mutilans ,10,
+N00..,Diffuse diseases of connective tissue,10,
+N000.,Systemic lupus erythematosus,10,
+N0000,Disseminated lupus erythematosus,10,
+N0001,Libman-Sacks disease,10,
+N0002,Drug-induced systemic lupus erythematosus,10,
+N0003,Systemic lupus erythematosus with organ or sys involv,10,
+N0004,Systemic lupus erythematosus with pericarditis,10,
+N0005,Neonatal lupus erythematosus,10,
+N000z,Systemic lupus erythematosus NOS,10,
+N001.,Scleroderma,10,
+N0010,Progressive systemic sclerosis,10,
+N0011,CREST syndrome,10,
+N0012,Systemic sclerosis induced by drugs and chemicals,10,
+N002.,Sicca (Sjogren's) syndrome,10,
+N003.,Dermatomyositis,10,
+N0030,Juvenile dermatomyositis,10,
+N0031,Dermatopolymyositis in neoplastic disease,10,
+N003X,"Dermatopolymyositis, unspecified",10,
+N004.,Polymyositis,10,
+N005.,Adult Still's Disease,10,
+N00y.,Other specified diffuse collagen diseases,10,
+N00y0,Eosinophilic fasciitis,10,
+N00y1,Fibrosclerosis systemic,10,
+N00z.,Collagen disease NOS,10,
+N012.,Arthropathy in Behcet's syndrome,10,
+N0120,Arthropathy in Behcet's syndrome of unspecified site,10,
+N0121,Arthropathy in Behcet's syndrome of the shoulder region,10,
+N0122,Arthropathy in Behcet's syndrome of the upper arm,10,
+N0123,Arthropathy in Behcet's syndrome of the forearm,10,
+N0124,Arthropathy in Behcet's syndrome of the hand,10,
+N0125,Arthropathy in Behcet's syndrome of the pelvis/thigh,10,
+N0126,Arthropathy in Behcet's syndrome of the lower leg,10,
+N0127,Arthropathy in Behcet's syndrome of the ankle and foot,10,
+N012x,Arthropathy in Behcet's syndrome of multiple sites,10,
+N012y,Arthropathy in Behcet's syndrome of other specified sites,10,
+N012z,Arthropathy in Behcet's syndrome NOS,10,
+N02..,Crystal arthropathies,10,
+N020.,Chondrocalcinosis due to dicalcium phosphate crystals,10,
+N0200,"Chondrocalcinosis-dicalcium phosphate, of unspecified site",10,
+N0201,"Chondrocalcinosis-dicalcium phosphate, of shoulder region",10,
+N0202,"Chondrocalcinosis-dicalcium phosphate, of the upper arm",10,
+N0203,"Chondrocalcinosis-dicalcium phosphate, of the forearm",10,
+N0204,"Chondrocalcinosis-dicalcium phosphate, of the hand",10,
+N0205,"Chondrocalcinosis-dicalcium phosphate, of pelvic/thigh",10,
+N0206,"Chondrocalcinosis-dicalcium phosphate, of the lower leg",10,
+N0207,"Chondrocalcinosis-dicalcium phosphate, of the ankle and foot",10,
+N020x,"Chondrocalcinosis-dicalcium phosphate, of multiple sites",10,
+N020y,"Chondrocalcinosis-dicalcium phosphate, of other spec site",10,
+N020z,"Chondrocalcinosis due to dicalcium phosphate crystals, NOS",10,
+N021.,Chondrocalcinosis due to pyrophosphate crystals,10,
+N0210,"Chondrocalcinosis-pyrophosphate crystals, of unspec site",10,
+N0211,"Chondrocalcinosis-pyrophosphate crystals, of shoulder region",10,
+N0212,"Chondrocalcinosis-pyrophosphate crystals, of the upper arm",10,
+N0213,"Chondrocalcinosis-pyrophosphate crystals, of the forearm",10,
+N0214,"Chondrocalcinosis-pyrophosphate crystals, of the hand",10,
+N0215,"Chondrocalcinosis-pyrophosphate crystals, of pelvic/thigh",10,
+N0216,"Chondrocalcinosis-pyrophosphate crystals, of the lower leg",10,
+N0217,"Chondrocalcinosis-pyrophosphate crystals, of ankle and foot",10,
+N021x,"Chondrocalcinosis-pyrophosphate crystals, of multiple sites",10,
+N021y,"Chondrocalcinosis-pyrophosphate crystals, of other spec site",10,
+N021z,"Chondrocalcinosis due to pyrophosphate crystals, NOS",10,
+N022.,"Chondrocalcinosis, unspecified",10,
+N0220,"Chondrocalcinosis unspecified, of unspecified site",10,
+N0221,"Chondrocalcinosis unspecified, of the shoulder region",10,
+N0222,"Chondrocalcinosis unspecified, of the upper arm",10,
+N0223,"Chondrocalcinosis unspecified, of the forearm",10,
+N0224,"Chondrocalcinosis unspecified, of the hand",10,
+N0225,"Chondrocalcinosis unspecified, of the pelvic region/thigh",10,
+N0226,"Chondrocalcinosis unspecified, of the lower leg",10,
+N0227,"Chondrocalcinosis unspecified, of the ankle and foot",10,
+N022x,"Chondrocalcinosis unspecified, of multiple sites",10,
+N022y,"Chondrocalcinosis unspecified, of other specified site",10,
+N022z,Chondrocalcinosis NOS,10,
+N023.,Gouty arthritis,10,
+N0230,Gouty arthritis of unspecified site,10,
+N0231,Gouty arthritis of the shoulder region,10,
+N0232,Gouty arthritis of the upper arm,10,
+N0233,Gouty arthritis of the forearm,10,
+N0234,Gouty arthritis of the hand,10,
+N0235,Gouty arthritis of the pelvic region and thigh,10,
+N0236,Gouty arthritis of the lower leg,10,
+N0237,Gouty arthritis of the ankle and foot,10,
+N0238,Gouty arthritis of toe,10,
+N023x,Gouty arthritis of multiple sites,10,
+N023y,Gouty arthritis of other specified site,10,
+N023z,Gouty arthritis NOS,10,
+N024.,Familial chondrocalcinosis,10,
+N02y.,Other crystal arthropathies,10,
+N02y0,Other crystal arthropathies of unspecified site,10,
+N02y1,Other crystal arthropathies of the shoulder,10,
+N02y2,Other crystal arthropathies of the upper arm,10,
+N02y3,Other crystal arthropathies of the forearm,10,
+N02y4,Other crystal arthropathies of the hand,10,
+N02y5,Other crystal arthropathies of the pelvic region and thigh,10,
+N02y6,Other crystal arthropathies of the lower leg,10,
+N02y7,Other crystal arthropathies of the ankle and foot,10,
+N02y8,Hydroxyapatite deposition disease,10,
+N02yx,Other crystal arthropathies of multiple sites,10,
+N02yy,Other crystal arthropathies of other specified sites,10,
+N02yz,Other crystal arthropathy NOS,10,
+N02z.,Crystal arthropathy NOS,10,
+N02z0,"Crystal arthropathy NOS, site unspecified",10,
+N02z1,"Crystal arthropathy NOS, of the shoulder region",10,
+N02z2,"Crystal arthropathy NOS, of the upper arm",10,
+N02z3,"Crystal arthropathy NOS, of the forearm",10,
+N02z4,"Crystal arthropathy NOS, of the hand",10,
+N02z5,"Crystal arthropathy NOS, of the pelvic region and thigh",10,
+N02z6,"Crystal arthropathy NOS, of the lower leg",10,
+N02z7,"Crystal arthropathy NOS, of the ankle and foot",10,
+N02z8,"Crystal arthropathy NOS, of shoulder",10,
+N02z9,"Crystal arthropathy NOS, of sternoclavicular joint",10,
+N02zA,"Crystal arthropathy NOS, of acromioclavicular joint",10,
+N02zB,"Crystal arthropathy NOS, of elbow",10,
+N02zC,"Crystal arthropathy NOS, of distal radio-ulnar joint",10,
+N02zD,"Crystal arthropathy NOS, of wrist",10,
+N02zE,"Crystal arthropathy NOS, of MCP joint",10,
+N02zF,"Crystal arthropathy NOS, of PIP joint of finger",10,
+N02zG,"Crystal arthropathy NOS, of DIP joint of finger",10,
+N02zH,"Crystal arthropathy NOS, of hip",10,
+N02zJ,"Crystal arthropathy NOS, of sacro-iliac joint",10,
+N02zK,"Crystal arthropathy NOS, of knee",10,
+N02zL,"Crystal arthropathy NOS, of tibio-fibular joint",10,
+N02zM,"Crystal arthropathy NOS, of ankle",10,
+N02zN,"Crystal arthropathy NOS, of subtalar joint",10,
+N02zP,"Crystal arthropathy NOS, of talonavicular joint",10,
+N02zQ,"Crystal arthropathy NOS, of other tarsal joint",10,
+N02zR,"Crystal arthropathy NOS, of 1st MTP joint",10,
+N02zS,"Crystal arthropathy NOS, of lesser MTP joint",10,
+N02zT,"Crystal arthropathy NOS, of IP joint of toe",10,
+N02zx,"Crystal arthropathy NOS, of multiple sites",10,
+N02zy,"Crystal arthropathy NOS, of other specified site",10,
+N02zz,Crystal arthropathy NOS,10,
+N03..,Arthropathy associated with disorders EC,10,
+N030.,Arthropathy associated with endocrine and metabolic disorder,10,
+N0302,Arthropathy in amyloidosis,10,
+N031.,Arthropathy assoc with non-infect gastrointestinal disorders,10,
+N032.,Arthropathy associated with haematological disorders,10,
+N036.,Arthropathy due to hypersensitivity reaction,10,
+N03x.,Other general diseases with associated arthropathy,10,
+N03x0,"Arthritis associated with other disease, shoulder",10,
+N03x1,"Arthritis associated with other disease, sternoclavic joint",10,
+N03x2,"Arthritis associated with other disease, acromioclavic joint",10,
+N03x3,"Arthritis associated with other disease, elbow",10,
+N03x4,"Arthritis associated with other disease, dist rad-uln joint",10,
+N03x5,"Arthritis associated with other disease, wrist",10,
+N03x6,"Arthritis associated with other disease, MCP joint",10,
+N03x7,"Arthritis associated with other disease, PIP joint of finger",10,
+N03x8,"Arthritis associated with other disease, DIP joint of finger",10,
+N03x9,"Arthritis associated with other disease, hip",10,
+N03xA,"Arthritis associated with other disease, sacro-iliac joint",10,
+N03xB,"Arthritis associated with other disease, knee",10,
+N03xC,"Arthritis associated with other disease, tibio-fibular joint",10,
+N03xD,"Arthritis associated with other disease, ankle",10,
+N03xE,"Arthritis associated with other disease, subtalar joint",10,
+N03xF,"Arthritis associated with other disease, talonavicular joint",10,
+N03xG,"Arthritis associated with other disease, other tarsal joint",10,
+N03xH,"Arthritis associated with other disease, 1st MTP joint",10,
+N03xJ,"Arthritis associated with other disease, lesser MTP joint",10,
+N03xK,"Arthritis associated with other disease, IP joint of toe",10,
+N03y.,Arthropathy associated with other conditions EC,10,
+N03z.,Arthropathy associated with disorders EC NOS,10,
+N0237,Gouty arthritis of the ankle and foot ,10,
+N0238,Gouty arthritis of toe,10,
+N023x,Gouty arthritis of multiple sites,10,
+N023y,Gouty arthritis of other specified site,10,
+N023z,Gouty arthritis NOS,10,
+N024.,Familial chondrocalcinosis,10,
+N02y.,Other crystal arthropathies,10,
+N02y0,Other crystal arthropathies of unspecified site,10,
+N02y1,Other crystal arthropathies of the shoulder,10,
+N02y2,Other crystal arthropathies of the upper arm,10,
+N02y3,Other crystal arthropathies of the forearm,10,
+N02y4,Other crystal arthropathies of the hand,10,
+N02y5,Other crystal arthropathies of the pelvic region and thigh,10,
+N02y6,Other crystal arthropathies of the lower leg,10,
+N02y7,Other crystal arthropathies of the ankle and foot,10,
+N02y8,Hydroxyapatite deposition disease,10,
+N02yx,Other crystal arthropathies of multiple sites,10,
+N02yy,Other crystal arthropathies of other specified sites,10,
+N02yz,Other crystal arthropathy NOS,10,
+N02z.,Crystal arthropathy NOS,10,
+N02z0,"Crystal arthropathy NOS, site unspecified",10,
+N02z1,"Crystal arthropathy NOS, of the shoulder region",10,
+N02z2,"Crystal arthropathy NOS, of the upper arm",10,
+N02z3,"Crystal arthropathy NOS, of the forearm",10,
+N02z4,"Crystal arthropathy NOS, of the hand",10,
+N02z5,"Crystal arthropathy NOS, of the pelvic region and thigh",10,
+N02z6,"Crystal arthropathy NOS, of the lower leg",10,
+N02z7,"Crystal arthropathy NOS, of the ankle and foot",10,
+N02z8,"Crystal arthropathy NOS, of shoulder",10,
+N02z9,"Crystal arthropathy NOS, of sternoclavicular joint",10,
+N02zA,"Crystal arthropathy NOS, of acromioclavicular joint",10,
+N02zB,"Crystal arthropathy NOS, of elbow",10,
+N02zC,"Crystal arthropathy NOS, of distal radio-ulnar joint",10,
+N02zD,"Crystal arthropathy NOS, of wrist",10,
+N02zE,"Crystal arthropathy NOS, of MCP joint",10,
+N02zF,"Crystal arthropathy NOS, of PIP joint of finger",10,
+N02zG,"Crystal arthropathy NOS, of DIP joint of finger",10,
+N02zH,"Crystal arthropathy NOS, of hip",10,
+N02zJ,"Crystal arthropathy NOS, of sacro-iliac joint",10,
+N02zK,"Crystal arthropathy NOS, of knee",10,
+N02zL,"Crystal arthropathy NOS, of tibio-fibular joint",10,
+N02zM,"Crystal arthropathy NOS, of ankle",10,
+N02zN,"Crystal arthropathy NOS, of subtalar joint",10,
+N02zP,"Crystal arthropathy NOS, of talonavicular joint",10,
+N02zQ,"Crystal arthropathy NOS, of other tarsal joint",10,
+N02zR,"Crystal arthropathy NOS, of 1st MTP joint",10,
+N02zS,"Crystal arthropathy NOS, of lesser MTP joint",10,
+N02zT,"Crystal arthropathy NOS, of IP joint of toe",10,
+N02zx,"Crystal arthropathy NOS, of multiple sites",10,
+N02zy,"Crystal arthropathy NOS, of other specified site",10,
+N02zz,Crystal arthropathy NOS,10,
+N03..,Arthropathy associated with disorders EC,10,
+N030.,Arthropathy associated with endocrine and metabolic disorder,10,
+N0302,Arthropathy in amyloidosis,10,
+N031.,Arthropathy assoc with non-infect gastrointestinal disorders,10,
+N032.,Arthropathy associated with haematological disorders,10,
+N036.,Arthropathy due to hypersensitivity reaction,10,
+N03x.,Other general diseases with associated arthropathy,10,
+N03x0,"Arthritis associated with other disease, shoulder",10,
+N03x1,"Arthritis associated with other disease, sternoclavic joint",10,
+N03x2,"Arthritis associated with other disease, acromioclavic joint",10,
+N03x3,"Arthritis associated with other disease, elbow",10,
+N03x4,"Arthritis associated with other disease, dist rad-uln joint",10,
+N03x5,"Arthritis associated with other disease, wrist",10,
+N03x6,"Arthritis associated with other disease, MCP joint",10,
+N03x7,"Arthritis associated with other disease, PIP joint of finger",10,
+N03x8,"Arthritis associated with other disease, DIP joint of finger",10,
+N03x9,"Arthritis associated with other disease, hip",10,
+N03xA,"Arthritis associated with other disease, sacro-iliac joint",10,
+N03xB,"Arthritis associated with other disease, knee",10,
+N03xC,"Arthritis associated with other disease, tibio-fibular joint",10,
+N03xD,"Arthritis associated with other disease, ankle",10,
+N03xE,"Arthritis associated with other disease, subtalar joint",10,
+N03xF,"Arthritis associated with other disease, talonavicular joint",10,
+N03xG,"Arthritis associated with other disease, other tarsal joint",10,
+N03xH,"Arthritis associated with other disease, 1st MTP joint",10,
+N03xJ,"Arthritis associated with other disease, lesser MTP joint",10,
+N03xK,"Arthritis associated with other disease, IP joint of toe",10,
+N03y.,Arthropathy associated with other conditions EC,10,
+N03z.,Arthropathy associated with disorders EC NOS,10,
+N023x,Gouty arthritis of multiple sites ,10,
+N04..,Rheumatoid arthritis and other inflammatory polyarthropathy ,10,x
+N040.,Rheumatoid arthritis ,10,x
+N0400,Rheumatoid arthritis of cervical spine ,10,x
+N0401,Other rheumatoid arthritis of spine ,10,x
+N0402,Rheumatoid arthritis of shoulder ,10,x
+N0403,Rheumatoid arthritis of sternoclavicular joint ,10,x
+N0404,Rheumatoid arthritis of acromioclavicular joint ,10,x
+N0405,Rheumatoid arthritis of elbow ,10,x
+N0406,Rheumatoid arthritis of distal radio-ulnar joint ,10,x
+N0407,Rheumatoid arthritis of wrist ,10,x
+N0408,Rheumatoid arthritis of MCP joint ,10,x
+N0409,Rheumatoid arthritis of PIP joint of finger ,10,x
+N040A,Rheumatoid arthritis of DIP joint of finger ,10,x
+N040B,Rheumatoid arthritis of hip ,10,x
+N040C,Rheumatoid arthritis of sacro-iliac joint ,10,x
+N040D,Rheumatoid arthritis of knee ,10,x
+N040E,Rheumatoid arthritis of tibio-fibular joint ,10,x
+N040F,Rheumatoid arthritis of ankle ,10,x
+N040G,Rheumatoid arthritis of subtalar joint ,10,x
+N040H,Rheumatoid arthritis of talonavicular joint ,10,x
+N040J,Rheumatoid arthritis of other tarsal joint ,10,x
+N040K,Rheumatoid arthritis of 1st MTP joint ,10,x
+N040L,Rheumatoid arthritis of lesser MTP joint ,10,x
+N040M,Rheumatoid arthritis of IP joint of toe ,10,x
+N040N,Rheumatoid vasculitis ,10,x
+N040P,Seronegative rheumatoid arthritis ,10,x
+N040Q,Rheumatoid bursitis ,10,x
+N040R,Rheumatoid nodule ,10,x
+N040S,Rheumatoid arthritis - multiple joint ,10,x
+N040T,Flare of rheumatoid arthritis ,10,x
+N041.,Felty's syndrome ,10,x
+N042.,Other rheumatoid arthropathy + visceral/systemic involvement,10,x
+N0420,Rheumatic carditis ,10,
+N0421,Rheumatoid lung disease ,10,x
+N0422,Rheumatoid nodule ,10,x
+N042z,Rheumatoid arthropathy + visceral/systemic involvement NOS ,10,x
+N043.,Juvenile rheumatoid arthritis - Still's disease ,10,x
+N0430,Juvenile rheumatoid arthropathy unspecified ,10,x
+N0431,Acute polyarticular juvenile rheumatoid arthritis ,10,x
+N0432,Pauciarticular juvenile rheumatoid arthritis ,10,x
+N0433,Monarticular juvenile rheumatoid arthritis ,10,x
+N043z,Juvenile rheumatoid arthritis NOS ,10,x
+N0451,Juvenile seronegative polyarthritis ,10,
+N0452,Juvenile arthritis in psoriasis ,10,
+N0453,Juvenile arthritis in Crohn's disease ,10,
+N0454,Juvenile arthritis in ulcerative colitis ,10,
+N0455,Juvenile rheumatoid arthritis ,10,
+N0456,Pauciarticular onset juvenile chronic arthritis ,10,
+N047.,Seropositive errosive rheumatoid arthritis ,10,
+N04X.,"Seropositive rheumatoid arthritis, unspecified ",10,
+N04y.,Other specified inflammatory polyarthropathy ,10,
+N04y2,Adult-onset Still's disease ,10,
+N04y3,Remitting seronegative symmetrical synovitis pitting oedema ,10,
+N04yz,Other specified inflammatory polyarthropathy NOS ,10,
+N04z.,Inflammatory polyarthropathy NOS ,10,
+N0505,Secondary multiple arthrosis ,10,
+N060.,Kaschin - Beck disease,10,
+N0600,Kaschin-Beck disease of unspecified site,10,
+N0601,Kaschin-Beck disease of the shoulder region,10,
+N0602,Kaschin-Beck disease of the upper arm,10,
+N0603,Kaschin-Beck disease of the forearm,10,
+N0604,Kaschin-Beck disease of the hand,10,
+N0605,Kaschin-Beck disease of the pelvic region and thigh,10,
+N0606,Kaschin-Beck disease of the lower leg,10,
+N0607,Kaschin-Beck disease of the ankle and foot,10,
+N0608,Kaschin-Beck disease of other specified site,10,
+N0609,Kaschin-Beck disease of multiple sites,10,
+N060z,Kaschin-Beck disease NOS,10,
+N062.,Allergic arthritis,10,
+N0620,Allergic arthritis of unspecified site,10,
+N0621,Allergic arthritis of the shoulder region,10,
+N0622,Allergic arthritis of the upper arm,10,
+N0623,Allergic arthritis of the forearm,10,
+N0624,Allergic arthritis of the hand,10,
+N0625,Allergic arthritis of the pelvic region and thigh ,10,
+N0626,Allergic arthritis of the lower leg,10,
+N0627,Allergic arthritis of the ankle and foot,10,
+N0628,Allergic arthritis of other specified site,10,
+N0629,Allergic arthritis of multiple sites,10,
+N062z,Allergic arthritis NOS,10,
+N063.,Climacteric arthritis,10,
+N0630,Climacteric arthritis of unspecified site,10,
+N0631,Climacteric arthritis of the shoulder region,10,
+N0632,Climacteric arthritis of the upper arm,10,
+N0633,Climacteric arthritis of the forearm,10,
+N0634,Climacteric arthritis of the hand,10,
+N0635,Climacteric arthritis of the pelvic region and thigh,10,
+N0636,Climacteric arthritis of the lower leg,10,
+N0637,Climacteric arthritis of the ankle and foot,10,
+N0638,Climacteric arthritis of other specified site,10,
+N0639,Climacteric arthritis of multiple sites,10,
+N063z,Climacteric arthritis NOS,10,
+N065.,Unspecified polyarthropathy or polyarthritis,10,
+N0650,Unspecified polyarthropathy of unspecified site,10,
+N0651,Unspecified polyarthropathy of the shoulder region,10,
+N0652,Unspecified polyarthropathy of the upper arm,10,
+N0653,Unspecified polyarthropathy of the forearm,10,
+N0654,Unspecified polyarthropathy of the hand,10,
+N0655,Unspecified polyarthropathy of the pelvic region and thigh,10,
+N0656,Unspecified polyarthropathy of the lower leg,10,
+N0657,Unspecified polyarthropathy of the ankle and foot,10,
+N0658,Unspecified polyarthropathy of other specified site,10,
+N0659,Unspecified polyarthropathy of multiple sites,10,
+N065A,Generalised arthritis,10,
+N065z,Unspecified polyarthropathy or polyarthritis NOS,10,
+N068.,Haemophilic arthropathy,10,
+N069.,Arthropathy in neoplastic disease,10,
+N06y.,Other specified arthropathy,10,
+N06y0,Other specified arthropathy of unspecified site,10,
+N06y1,Other specified arthropathy of the shoulder region,10,
+N06y2,Other specified arthropathy of the upper arm,10,
+N06y3,Other specified arthropathy of the forearm,10,
+N06y4,Other specified arthropathy of the hand,10,
+N06y5,Other specified arthropathy of the pelvic region and thigh,10,
+N06y6,Other specified arthropathy of the lower leg,10,
+N06y7,Other specified arthropathy of the ankle and foot,10,
+N06y8,Other specified arthropathy of other specified site,10,
+N06y9,Other specified arthropathy of multiple sites,10,
+N06yz,Other specified arthropathy NOS,10,
+N06zA,Acute arthritis,10,
+N06zB,Chronic arthritis,10,
+N06zz,Arthropathy NOS,10,
+N090W,Intermittent hydrarthrosis,10,
+N092.,Villonodular synovitis,10,
+N0920,Villonodular synovitis of unspecified site,10,
+N0921,Villonodular synovitis of the shoulder region,10,
+N0922,Villonodular synovitis of the upper arm,10,
+N0923,Villonodular synovitis of the forearm,10,
+N0924,Villonodular synovitis of the hand,10,
+N0925,Villonodular synovitis of the pelvic region and thigh,10,
+N0926,Villonodular synovitis of the lower leg,10,
+N0927,Villonodular synovitis of the ankle and foot,10,
+N0928,Villonodular synovitis of other specified site,10,
+N0929,Villonodular synovitis of multiple sites,10,
+N092A,Villonodular synovitis of shoulder joint,10,
+N092B,Villonodular synovitis of sternoclavicular joint,10,
+N092C,Villonodular synovitis of acromioclavicular joint,10,
+N092D,Villonodular synovitis of elbow,10,
+N092E,Villonodular synovitis of distal radio-ulnar joint,10,
+N092F,Villonodular synovitis of wrist,10,
+N092G,Villonodular synovitis of MCP joint,10,
+N092H,Villonodular synovitis of PIP joint of finger,10,
+N092J,Villonodular synovitis of DIP joint of finger,10,
+N092K,Villonodular synovitis of hip,10,
+N092L,Villonodular synovitis of sacro-iliac joint,10,
+N092M,Villonodular synovitis of knee,10,
+N092N,Villonodular synovitis of tibio-fibular joint,10,
+N092P,Villonodular synovitis of ankle,10,
+N092Q,Villonodular synovitis of subtalar joint,10,
+N092R,Villonodular synovitis of talonavicular joint,10,
+N092S,Villonodular synovitis of other tarsal joint,10,
+N092T,Villonodular synovitis of 1st MTP joint,10,
+N092U,Villonodular synovitis of lesser MTP joint,10,
+N092V,Villonodular synovitis of IP joint of toe,10,
+N092z,Villonodular synovitis NOS,10,
+N093.,Palindromic rheumatism,10,
+N0930,Palindromic rheumatism of unspecified site,10,
+N0931,Palindromic rheumatism of the shoulder region,10,
+N0932,Palindromic rheumatism of the upper arm,10,
+N0933,Palindromic rheumatism of the forearm,10,
+N0934,Palindromic rheumatism of the hand,10,
+N0935,Palindromic rheumatism of the pelvic region and thigh,10,
+N0936,Palindromic rheumatism of the lower leg,10,
+N0937,Palindromic rheumatism of the ankle and foot,10,
+N0938,Palindromic rheumatism of other specified site,10,
+N0939,Palindromic rheumatism of multiple sites,10,
+N093z,Palindromic rheumatism NOS,10,
+N0y..,Other specified arthropathies,10,
+N0z..,Arthropathies NOS,10,
+N20..,Polymyalgia rheumatica,10,
+N200.,Giant cell arteritis with polymyalgia rheumatica,10,
+N2208,Villonodular synovitis of tendon sheath,10,
+N235.,Hypermobility syndrome,10,
+N2432,Weber - Christian disease,10,
+Nyu00,[X]Other streptococcal arthritis and polyarthritis ,10,
+Nyu1.,[X]Inflammatory polyarthropathies,10,
+Nyu10,[X]Rheumatoid arthritis+involvement/other organs or systems,10,
+Nyu11,[X]Other seropositive rheumatoid arthritis,10,
+Nyu12,[X]Other specified rheumatoid arthritis,10,
+Nyu13,[X]Other psoriatic arthropathies,10,
+Nyu14,[X]Other enteropathic arthropathies,10,
+Nyu15,[X]Other juvenile arthritis,10,
+Nyu16,[X]Juvenile arthritis in other diseases CE,10,
+Nyu17,[X]Other secondary gout,10,
+Nyu18,[X]Other chondrocalcinosis,10,
+Nyu19,[X]Other specified crystal arthropathies,10,
+Nyu1A,"[X]Other specific arthropathies, not elsewhere classified",10,
+Nyu1B,[X]Other specified arthritis,10,
+Nyu1C,[X]Gouty arthrpathy due/enzym defects+oth inherit disordr CE,10,
+Nyu1D,[X]Crystal arthropathy in other metabolic disorders CE,10,
+Nyu1E,"[X]Arthropathies/oth endocrin,nutritionl+metabolic disorders",10,
+Nyu1F,[X]Arthropathies in other specified diseases CE,10,
+Nyu1G,"[X]Seropositive rheumatoid arthritis, unspecified",10,
+Nyu4.,[X]Systemic connective tissue disorders,10,
+Nyu40,[X]Other conditions related to polyarteritis nodosa,10,
+Nyu41,[X]Other giant cell arteritis,10,
+Nyu42,[X]Other specified necrotizing vasculopathies,10,
+Nyu43,[X]Other forms of systemic lupus erythematosus,10,
+Nyu44,[X]Other dermatomyositis,10,
+Nyu45,[X]Other forms of systemic sclerosis,10,
+Nyu46,[X]Other overlap syndromes,10,
+Nyu47,[X]Other systemic diseases of connective tissue,10,
+Nyu48,[X]Dermato(poly)myositis in neoplastic disease CE,10,
+Nyu49,[X]Arthropathy in neoplastic disease classified elsewhere,10,
+Nyu4A,[X]Arthropathy in other blood disorders CE,10,
+Nyu4B,[X]Arthropathy in hypersensitivity reactions CE,10,
+Nyu4C,[X]Systemic disorders/connective tissue in other diseases CE,10,
+Nyu4D,"[X]Necrotising vasculopathy, unspecified",10,
+Nyu4E,"[X]Dermatopolymyositis, unspecified",10,
+Nyu4F,[X]Mixed connective tissue disease,10,
+1493,H/O: hearing problem ,11,
+1C12.,Hearing difficulty ,11,
+1C13.,Deafness ,11,
+1C131,Unilateral deafness ,11,
+1C132,Partial deafness ,11,
+1C133,Bilateral deafness ,11,
+1C16.,Deteriorating hearing ,11,
+1C18.,Difficulty hearing with background noise ,11,
+1C19.,Difficulty hearing whispers ,11,
+1C1Z.,Hearing symptom NOS ,11,
+2BL2.,O/E - slightly deaf ,11,
+2BL3.,O/E - significantly deaf ,11,
+2BL4.,O/E - very deaf ,11,
+2BL5.,O/E - completely deaf ,11,
+2BM2.,O/E -tune fork=conductive deaf,11,
+2BM3.,O/E tune fork=perceptive deaf,11,
+2BM4.,O/E - High tone deafness,11,
+2DG..,Hearing aid worn ,11,
+2DH0.,Uses hearing loop ,11,
+31343,Hearing test abnormal ,11,
+31344,Hearing test bilateral abnormality ,11,
+31345,Hearing test left abnormality ,11,
+31346,Hearing test right abnormality ,11,
+F5801,Presbyacusis,11,
+F5812,Noise-induced hearing loss ,11,
+F582.,Unspecified sudden hearing loss ,11,
+F59..,Hearing loss ,11,
+F590.,Conductive hearing loss ,11,
+F5900,Unspecified conductive hearing loss ,11,
+F5901,Conductive hearing loss due to disorder of external ear ,11,
+F5902,Conductive hearing loss due to disorder of tympanic membrane,11,
+F5903,Conductive hearing loss due to disorder of middle ear ,11,
+F5904,Conductive hearing loss due to disorder of inner ear ,11,
+F5905,"Conductive hearing loss, bilateral ",11,
+F5906,"Conduct hear loss,unilat+unrestric hearing on contralat side",11,
+F590y,Combined conductive hearing loss ,11,
+F590z,Conductive hearing loss NOS ,11,
+F591.,Sensorineural hearing loss ,11,
+F5910,Unspecified perceptive hearing loss ,11,
+F5911,Sensory hearing loss ,11,
+F5912,Neural hearing loss ,11,
+F5913,Central hearing loss ,11,
+F5914,Congenital sensorineural deafness ,11,
+F5915,Ototoxicity - deafness ,11,
+F5916,"Sensorineural hearing loss, bilateral ",11,
+F5917,"Sensorineurl hear loss,unilat unrestrict hear/contralat side",11,
+F5918,Congenital prelingual deafness ,11,
+F591y,Combined perceptive hearing loss ,11,
+F591z,Perceptive hearing loss NOS ,11,
+F592.,Mixed conductive and sensorineural deafness ,11,
+F5920,"Mix cond/sensneurl hear loss,unlat unrestrc hear/contrlat sd",11,
+F5921,"Mixed conductive and sensorineural hearing loss, bilateral ",11,
+F593.,"Deaf mutism, NEC ",11,
+F594.,High frequency deafness ,11,
+F595.,Low frequency deafness ,11,
+F596.,Maternally inherited deafness ,11,
+F597.,Mild acquired hearing loss ,11,
+F598.,Moderate acquired hearing loss ,11,
+F599.,Severe acquired hearing loss ,11,
+F59A.,Profound acquired hearing loss ,11,
+F59y.,Other specified forms of hearing loss ,11,
+F59z.,Deafness NOS ,11,
+F5A..,Hearing impairment ,11,
+FyuU0,"[X]Deaf mutism, not elsewhere classified",11,
+FyuU1,[X]Other specified hearing loss ,11,
+P40..,Ear anomalies with hearing impairment ,11,
+P400.,"Ear anomalies with hearing impaired, unspecified ",11,
+P402.,Other external ear anomaly with hearing impairment ,11,
+P402z,Other external ear anomaly with hearing impairment NOS ,11,
+P40z.,Other and unspecified ear anomaly with hearing impaired ,11,
+P40zz,Ear anomaly with hearing impaired NOS ,11,
+ZE63.,Hearing worse ,11,
+ZE7..,Hearing problem ,11,
+ZE812,Hearing for whisper impaired ,11,
+ZE813,Unable to hear whisper ,11,
+ZE822,Hearing for conversational voice impaired ,11,
+ZE823,Unable to hear conversational voice ,11,
+ZE832,Hearing for loud voice impaired ,11,
+ZE833,Unable to hear loud voice ,11,
+ZE842,Hearing for voice impaired ,11,
+ZE843,Ability to hear voice abnormal ,11,
+ZE86.,Difficulty hearing in noise ,11,
+ZE87.,Hearing loss ,11,
+ZV412,[V]Problems with hearing,11,
+66YB.,Chronic obstructive pulmonary disease monitoring,12,
+66Yd.,COPD accident and emergency attendance since last visit,12,
+66YD.,Chronic obstructive pulmonary disease monitoring due,12,
+66Ye.,Emergency COPD admission since last appointment,12,
+66Yf.,Number of COPD exacerbations in past year,12,
+66Yg.,Chronic obstructive pulmonary disease disturbs sleep,12,
+66Yh.,Chronic obstructive pulmonary disease does not disturb sleep,12,
+66Yi.,Multiple COPD emergency hospital admissions,12,
+66YI.,COPD self-management plan given,12,
+66YL.,Chronic obstructive pulmonary disease follow-up,12,
+66YM.,Chronic obstructive pulmonary disease annual review,12,
+66YS.,Chronic obstructive pulmonary disease monitoring by nurse,12,
+66YT.,Chronic obstructive pulmonary disease monitoring by doctor,12,
+8CR1.,Chronic obstructive pulmonary disease clini management plan,12,
+H3...,Chronic obstructive pulmonary disease ,12,
+H30..,Bronchitis unspecified,12,
+H300.,Tracheobronchitis NOS,12,
+H301.,Laryngotracheobronchitis,12,
+H302.,Wheezy bronchitis,12,
+H30z.,Bronchitis NOS,12,
+H31..,Chronic bronchitis,12,
+H310.,Simple chronic bronchitis,12,
+H3100,Chronic catarrhal bronchitis,12,
+H3101,Smokers' cough,12,
+H310z,Simple chronic bronchitis NOS,12,
+H311.,Mucopurulent chronic bronchitis,12,
+H3110,Purulent chronic bronchitis,12,
+H3111,Fetid chronic bronchitis,12,
+H311z,Mucopurulent chronic bronchitis NOS,12,
+H312.,Obstructive chronic bronchitis,12,
+H3120,Chronic asthmatic bronchitis,12,
+H3121,Emphysematous bronchitis,12,
+H3122,Acute exacerbation of chronic obstructive airways disease,12,
+H312z,Obstructive chronic bronchitis NOS,12,
+H313.,Mixed simple and mucopurulent chronic bronchitis,12,
+H31y.,Other chronic bronchitis,12,
+H31y0,Chronic tracheitis,12,
+H31y1,Chronic tracheobronchitis,12,
+H31yz,Other chronic bronchitis NOS,12,
+H31z.,Chronic bronchitis NOS,12,
+H32..,Emphysema,12,
+H320.,Chronic bullous emphysema,12,
+H3200,Segmental bullous emphysema,12,
+H3201,Zonal bullous emphysema,12,
+H3202,Giant bullous emphysema,12,
+H3203,Bullous emphysema with collapse,12,
+H320z,Chronic bullous emphysema NOS,12,
+H321.,Panlobular emphysema,12,
+H322.,Centrilobular emphysema,12,
+H32y.,Other emphysema,12,
+H32y0,Acute vesicular emphysema,12,
+H32y1,Atrophic (senile) emphysema,12,
+H32y2,MacLeod's unilateral emphysema,12,
+H32yz,Other emphysema NOS,12,
+H32z.,Emphysema NOS,12,
+H36..,Mild chronic obstructive pulmonary disease ,12,
+H37..,Moderate chronic obstructive pulmonary disease ,12,
+H38..,Severe chronic obstructive pulmonary disease ,12,
+H39..,Very severe chronic obstructive pulmonary disease ,12,
+H3y..,Other specified chronic obstructive airways disease,12,
+H3y0.,Chronic obstruct pulmonary dis with acute lower resp infectn,12,
+H3y1.,"Chron obstruct pulmonary dis wth acute exacerbation, unspec",12,
+H3z..,Chronic obstructive airways disease NOS,12,
+H4640,Chronic emphysema due to chemical fumes ,12,
+H4641,Obliterative bronchiolitis due to chemical fumes ,12,
+Hyu3.,[X]Chronic lower respiratory diseases,12,
+Hyu30,[X]Other emphysema,12,
+Hyu31,[X]Other specified chronic obstructive pulmonary disease,12,
+285..,"Neurotic condition, insight present ",13,
+286..,Poor insight into neurotic condition ,13,
+1466,H/O: anxiety state ,13,
+1B13.,Anxiousness ,13,
+225J.,O/E - panic attack ,13,
+8G94.,Anxiety management training,13,
+E2...,"Neurotic, personality and other nonpsychotic disorders",13,
+E20..,Neurotic disorders,13,
+E200.,Anxiety states,13,
+E2000,Anxiety state unspecified ,13,
+E2001,Panic disorder ,13,
+E2002,Generalised anxiety disorder ,13,
+E2003,Anxiety with depression ,13,
+E2004,Chronic anxiety ,13,
+E2005,Recurrent anxiety ,13,
+E200z,Anxiety state NOS ,13,
+E201.,Hysteria ,13,
+E2010,Hysteria unspecified ,13,
+E2011,Hysterical blindness ,13,
+E2012,Hysterical deafness ,13,
+E2013,Hysterical tremor ,13,
+E2014,Hysterical paralysis ,13,
+E2015,Hysterical seizures ,13,
+E2016,Other conversion disorder ,13,
+E2017,Hysterical amnesia ,13,
+E2018,Hysterical fugue ,13,
+E2019,Multiple personality,13,
+E201A,Dissociative reaction unspecified ,13,
+E201B,Compensation neurosis ,13,
+E201C,Phantom pregnancy ,13,
+E201z,Hysteria NOS ,13,
+E202.,Phobic disorders ,13,
+E2020,Phobia unspecified ,13,
+E2021,Agoraphobia with panic attacks ,13,
+E2022,Agoraphobia without mention of panic attacks ,13,
+E2023,"Social phobia, fear of eating in public ",13,
+E2024,"Social phobia, fear of public speaking ",13,
+E2025,"Social phobia, fear of public washing ",13,
+E2026,Acrophobia ,13,
+E2027,Animal phobia ,13,
+E2028,Claustrophobia ,13,
+E2029,Fear of crowds ,13,
+E202A,Fear of flying ,13,
+E202B,Cancer phobia ,13,
+E202C,Dental phobia ,13,
+E202D,Fear of death ,13,
+E202E,Fear of pregnancy ,13,
+E202z,Phobic disorder NOS ,13,
+E203.,Obsessive-compulsive disorders ,13,
+E2030,Compulsive neurosis ,13,
+E2031,Obsessional neurosis ,13,
+E203z,Obsessive-compulsive disorder NOS ,13,
+E204.,Neurotic depression reactive type ,13,
+E205.,Neurasthenia - nervous debility ,13,
+E206.,Depersonalisation syndrome ,13,
+E207.,Hypochondriasis ,13,
+E20y.,Other neurotic disorders ,13,
+E20y0,Somatization disorder ,13,
+E20y1,Writer's cramp neurosis ,13,
+E20y2,Other occupational neurosis ,13,
+E20y3,Psychasthenic neurosis ,13,
+E20yz,Other neurotic disorder NOS ,13,
+E20z.,Neurotic disorder NOS ,13,
+E21..,Personality disorders,13,
+E210.,Paranoid personality disorder ,13,
+E211.,Affective personality disorder ,13,
+E2110,Unspecified affective personality disorder ,13,
+E2111,Hypomanic personality disorder ,13,
+E2112,Depressive personality disorder ,13,
+E2113,Cyclothymic personality disorder ,13,
+E211z,Affective personality disorder NOS ,13,
+E212.,Schizoid personality disorder ,13,
+E2120,Unspecified schizoid personality disorder ,13,
+E2121,Introverted personality ,13,
+E2122,Schizotypal personality ,13,
+E212z,Schizoid personality disorder NOS ,13,
+E213.,Explosive personality disorder ,13,
+E214.,Compulsive personality disorders ,13,
+E2140,Anankastic personality ,13,
+E2141,Obsessional personality ,13,
+E214z,Compulsive personality disorder NOS ,13,
+E215.,Histrionic personality disorders ,13,
+E2150,Unspecified histrionic personality disorder ,13,
+E2151,Munchausen's syndrome ,13,
+E2152,Emotionally unstable personality ,13,
+E2153,Psychoinfantile personality ,13,
+E215z,Histrionic personality disorder NOS ,13,
+E216.,Inadequate personality disorder ,13,
+E217.,Antisocial or sociopathic personality disorder ,13,
+E21y.,Other personality disorders ,13,
+E21y0,Narcissistic personality disorder ,13,
+E21y1,Avoidant personality disorder ,13,
+E21y2,Borderline personality disorder ,13,
+E21y3,Passive-aggressive personality disorder ,13,
+E21y4,Eccentric personality disorder ,13,
+E21y5,Immature personality disorder ,13,
+E21y6,Masochistic personality disorder ,13,
+E21y7,Psychoneurotic personality disorder ,13,
+E21yz,Other personality disorder NOS ,13,
+E21z.,Personality disorder NOS ,13,
+E26..,Physiological malfunction arising from mental factors,13,
+E260.,Psychogenic musculoskeletal symptoms,13,
+E2600,Psychogenic paralysis,13,
+E2601,Psychogenic torticollis,13,
+E260z,Psychogenic musculoskeletal symptoms NOS,13,
+E261.,Psychogenic respiratory symptoms,13,
+E2610,Psychogenic air hunger,13,
+E2611,Psychogenic cough,13,
+E2612,Psychogenic hiccough,13,
+E2613,Psychogenic hyperventilation,13,
+E2614,Psychogenic yawning,13,
+E2615,Psychogenic aphonia,13,
+E261z,Psychogenic respiratory symptom NOS,13,
+E262.,Psychogenic cardiovascular symptoms,13,
+E2620,Cardiac neurosis,13,
+E2621,Cardiovascular neurosis,13,
+E2622,Neurocirculatory asthenia,13,
+E2623,Psychogenic cardiovascular disorder,13,
+E262z,Psychogenic cardiovascular symptom NOS,13,
+E263.,Psychogenic skin symptoms,13,
+E2630,Psychogenic pruritus,13,
+E263z,Psychogenic skin symptoms NOS,13,
+E264.,Psychogenic gastrointestinal tract symptoms,13,
+E2640,Psychogenic aerophagy,13,
+E2642,Cyclical vomiting - psychogenic,13,
+E2643,Psychogenic diarrhoea,13,
+E2644,Psychogenic dyspepsia,13,
+E2645,Psychogenic constipation,13,
+E264z,Psychogenic gastrointestinal tract symptom NOS,13,
+E265.,Psychogenic genitourinary tract symptoms,13,
+E2650,Psychogenic genitourinary tract malfunction unspecified,13,
+E2651,Psychogenic vaginismus,13,
+E2652,Psychogenic dysmenorrhea,13,
+E2653,Psychogenic dysuria,13,
+E265z,Psychogenic genitourinary tract symptom NOS,13,
+E266.,Psychogenic endocrine malfunction,13,
+E267.,Psychogenic symptom of special sense organ,13,
+E26y.,Other psychogenic malfunction,13,
+E26y0,Bruxism (teeth grinding),13,
+E26yz,Other psychogenic malfunction NOS,13,
+E26z.,Psychosomatic disorder NOS,13,
+E278.,Psychalgia,13,
+E2780,Psychogenic pain unspecified,13,
+E2781,Tension headache,13,
+E2782,Psychogenic backache,13,
+E278z,Psychalgia NOS,13,
+E28..,Acute reaction to stress,13,
+E280.,Acute panic state due to acute stress reaction,13,
+E281.,Acute fugue state due to acute stress reaction,13,
+E282.,Acute stupor state due to acute stress reaction,13,
+E283.,Other acute stress reactions,13,
+E2830,Acute situational disturbance,13,
+E2831,Acute posttrauma stress state,13,
+E283z,Other acute stress reaction NOS,13,
+E284.,Stress reaction causing mixed disturbance of emotion/conduct,13,
+E28z.,Acute stress reaction NOS,13,
+E29..,Adjustment reaction,13,
+E2900,Grief reaction,13,
+E2920,Separation anxiety disorder,13,
+E2921,Adolescent emancipation disorder,13,
+E2922,Early adult emancipation disorder,13,
+E2923,Specific academic or work inhibition,13,
+E2924,Adjustment reaction with anxious mood,13,
+E2925,Culture shock,13,
+E292y,Adjustment reaction with mixed disturbance of emotion,13,
+E292z,Adjustment reaction with disturbance of other emotion NOS,13,
+E293.,Adjustment reaction with predominant disturbance of conduct,13,
+E2930,Adjustment reaction with aggression,13,
+E2931,Adjustment reaction with antisocial behaviour,13,
+E2932,Adjustment reaction with destructiveness,13,
+E293z,Adjustment reaction with predominant disturbance conduct NOS,13,
+E294.,Adjustment reaction with disturbance emotion and conduct,13,
+E29y.,Other adjustment reactions,13,
+E29y0,Concentration camp syndrome,13,
+E29y1,Other post-traumatic stress disorder,13,
+E29y2,Adjustment reaction with physical symptoms,13,
+E29y3,Elective mutism due to an adjustment reaction,13,
+E29y4,Adjustment reaction due to hospitalisation,13,
+E29y5,Other adjustment reaction with withdrawal,13,
+E29yz,Other adjustment reactions NOS,13,
+E29z.,Adjustment reaction NOS,13,
+E292.,"Adjustment reaction, predominant disturbance other emotions",13,
+Eu054,[X]Organic anxiety disorder ,13,
+Eu4..,"[X]Neurotic, stress - related and somoform disorders",13,
+Eu40.,[X]Phobic anxiety disorders,13,
+Eu400,[X]Agoraphobia,13,
+Eu401,[X]Social phobias,13,
+Eu402,[X]Specific (isolated) phobias,13,
+Eu403,[X]Needle phobia,13,
+Eu40y,[X]Other phobic anxiety disorders,13,
+Eu40z,"[X]Phobic anxiety disorder, unspecified",13,
+Eu41.,[X]Other anxiety disorders,13,
+Eu410,[X]Panic disorder [episodic paroxysmal anxiety],13,
+Eu411,[X]Generalized anxiety disorder,13,
+Eu412,[X]Mixed anxiety and depressive disorder,13,
+Eu413,[X]Other mixed anxiety disorders,13,
+Eu41y,[X]Other specified anxiety disorders,13,
+Eu41z,"[X]Anxiety disorder, unspecified",13,
+Eu42.,[X]Obsessive - compulsive disorder,13,
+Eu420,[X]Predominantly obsessional thoughts or ruminations,13,
+Eu421,[X]Predominantly compulsive acts [obsessional rituals],13,
+Eu422,[X]Mixed obsessional thoughts and acts,13,
+Eu42y,[X]Other obsessive-compulsive disorders,13,
+Eu42z,"[X]Obsessive-compulsive disorder, unspecified",13,
+Eu43.,"[X]Reaction to severe stress, and adjustment disorders",13,
+Eu430,[X]Acute stress reaction,13,
+Eu431,[X]Post - traumatic stress disorder,13,
+Eu432,[X]Adjustment disorders,13,
+Eu43y,[X]Other reactions to severe stress,13,
+Eu43z,"[X]Reaction to severe stress, unspecified",13,
+Eu44.,[X]Dissociative [conversion] disorders,13,
+Eu440,[X]Dissociative amnesia,13,
+Eu441,[X]Dissociative fugue,13,
+Eu442,[X]Dissociative stupor,13,
+Eu443,[X]Trance and possession disorders,13,
+Eu444,[X]Dissociative motor disorders,13,
+Eu445,[X]Dissociative convulsions,13,
+Eu446,[X]Dissociative anaesthesia and sensory loss,13,
+Eu447,[X]Mixed dissociative [conversion] disorders,13,
+Eu44y,[X]Other dissociative [conversion] disorders,13,
+Eu44z,"[X]Dissociative [conversion] disorder, unspecified",13,
+Eu45.,[X]Somatoform disorders,13,
+Eu450,[X]Somatization disorder,13,
+Eu451,[X]Undifferentiated somatoform disorder,13,
+Eu452,[X]Hypochondriacal disorder,13,
+Eu453,[X]Somatoform autonomic dysfunction,13,
+Eu454,[X]Persistent somatoform pain disorder,13,
+Eu455,[X]Globus pharyngeus,13,
+Eu45y,[X]Other somatoform disorders,13,
+Eu45z,"[X]Somatoform disorder, unspecified",13,
+Eu46.,[X]Other neurotic disorders,13,
+Eu460,[X]Neurasthenia,13,
+Eu461,[X]Depersonalization - derealization syndrome,13,
+Eu46y,[X]Other specified neurotic disorders,13,
+Eu46z,"[X]Neurotic disorder, unspecified",13,
+Eu930,[X]Separation anxiety disorder of childhood ,13,
+Eu931,[X]Phobic anxiety disorder of childhood ,13,
+Eu932,[X]Social anxiety disorder of childhood ,13,
+M240E,Alopecia neurotica ,13,
+Eu45.,[X]Somatoform disorders ,13,
+Eu450,[X]Somatization disorder ,13,
+Eu451,[X]Undifferentiated somatoform disorder ,13,
+Eu455,[X]Globus pharyngeus ,13,
+Eu45y,[X]Other somatoform disorders ,13,
+Eu45z,"[X]Somatoform disorder, unspecified ",13,
+Eu46.,[X]Other neurotic disorders ,13,
+ZN114,Anxiety Management,13,
+ZS7C7,Post-traumatic mutism,13,
+14CF.,History of irritable bowel syndrome ,14,
+J521.,Irritable colon - Irritable bowel syndrome ,14,
+J5210,Irritable bowel syndrome with diarrhoea ,14,
+J529.,Generalised intestinal dysmotility,14,
+J52y.,Other functional disorders of the intestine,14,
+J52yz,Other functional disorder of the intestine NOS,14,
+J52z.,Functional gastrointestinal tract disorders NEC NOS,14,
+Jyu53,[X]Other specified functional disorders of intestine,14,
+1O0..,Cancer confirmed ,15,
+7G03K,Excision malignant skin tumour ,15,
+A7886,Human immunodeficiency virus with secondary cancers ,15,
+A788W,HIV disease resulting in unspecified malignant neoplasm ,15,
+A7898,HIV disease resulting in multiple malignant neoplasms ,15,
+B0...,"Malignant neoplasm of lip, oral cavity and pharynx ",15,
+B00..,Malignant neoplasm of lip ,15,
+B000.,"Malignant neoplasm of upper lip, vermilion border ",15,
+B0000,"Malignant neoplasm of upper lip, external ",15,
+B0001,"Malignant neoplasm of upper lip, lipstick area ",15,
+B000z,"Malignant neoplasm of upper lip, vermilion border NOS ",15,
+B001.,"Malignant neoplasm of lower lip, vermilion border ",15,
+B0010,"Malignant neoplasm of lower lip, external ",15,
+B0011,"Malignant neoplasm of lower lip, lipstick area ",15,
+B001z,"Malignant neoplasm of lower lip, vermilion border NOS ",15,
+B002.,"Malignant neoplasm of upper lip, inner aspect ",15,
+B0020,"Malignant neoplasm of upper lip, buccal aspect ",15,
+B0021,"Malignant neoplasm of upper lip, frenulum ",15,
+B0022,"Malignant neoplasm of upper lip, mucosa ",15,
+B0023,"Malignant neoplasm of upper lip, oral aspect ",15,
+B002z,"Malignant neoplasm of upper lip, inner aspect NOS ",15,
+B003.,"Malignant neoplasm of lower lip, inner aspect ",15,
+B0030,"Malignant neoplasm of lower lip, buccal aspect ",15,
+B0031,"Malignant neoplasm of lower lip, frenulum ",15,
+B0032,"Malignant neoplasm of lower lip, mucosa ",15,
+B0033,"Malignant neoplasm of lower lip, oral aspect ",15,
+B003z,"Malignant neoplasm of lower lip, inner aspect NOS ",15,
+B004.,"Malignant neoplasm of lip unspecified, inner aspect ",15,
+B0040,"Malignant neoplasm of lip unspecified, buccal aspect ",15,
+B0041,"Malignant neoplasm of lip unspecified, frenulum ",15,
+B0042,"Malignant neoplasm of lip unspecified, mucosa ",15,
+B0043,"Malignant neoplasm of lip, oral aspect ",15,
+B004z,"Malignant neoplasm of lip, inner aspect NOS ",15,
+B005.,Malignant neoplasm of commissure of lip ,15,
+B006.,Malignant neoplasm of overlapping lesion of lip ,15,
+B007.,"Malignant neoplasm of lip, unspecified ",15,
+B00y.,Malignant neoplasm of other sites of lip ,15,
+B00z.,Malignant neoplasm of vermilion border of lip unspecified ,15,
+B00z0,"Malignant neoplasm of lip, unspecified, external ",15,
+B00z1,"Malignant neoplasm of lip, unspecified, lipstick area ",15,
+B00zz,"Malignant neoplasm of lip, vermilion border NOS ",15,
+B01..,Malignant neoplasm of tongue ,15,
+B010.,Malignant neoplasm of base of tongue ,15,
+B0100,Malignant neoplasm of base of tongue dorsal surface ,15,
+B010z,Malignant neoplasm of fixed part of tongue NOS ,15,
+B011.,Malignant neoplasm of dorsal surface of tongue ,15,
+B0110,Malignant neoplasm of anterior 2/3 of tongue dorsal surface ,15,
+B0111,Malignant neoplasm of midline of tongue ,15,
+B011z,Malignant neoplasm of dorsum of tongue NOS ,15,
+B012.,"Malignant neoplasm of tongue, tip and lateral border ",15,
+B013.,Malignant neoplasm of ventral surface of tongue ,15,
+B0130,Malignant neoplasm of anterior 2/3 of tongue ventral surface,15,
+B0131,Malignant neoplasm of frenulum linguae ,15,
+B013z,Malignant neoplasm of ventral tongue surface NOS ,15,
+B014.,Malignant neoplasm of anterior 2/3 of tongue unspecified ,15,
+B015.,"Malignant neoplasm of tongue, junctional zone ",15,
+B016.,Malignant neoplasm of lingual tonsil ,15,
+B017.,Malignant overlapping lesion of tongue ,15,
+B01y.,Malignant neoplasm of other sites of tongue ,15,
+B01z.,Malignant neoplasm of tongue NOS ,15,
+B02..,Malignant neoplasm of major salivary glands ,15,
+B020.,Malignant neoplasm of parotid gland ,15,
+B021.,Malignant neoplasm of submandibular gland ,15,
+B022.,Malignant neoplasm of sublingual gland ,15,
+B023.,"Malignant neoplasm, overlapping lesion of major saliv gland ",15,
+B02y.,Malignant neoplasm of other major salivary glands ,15,
+B02z.,Malignant neoplasm of major salivary gland NOS ,15,
+B03..,Malignant neoplasm of gum ,15,
+B030.,Malignant neoplasm of upper gum ,15,
+B031.,Malignant neoplasm of lower gum ,15,
+B03y.,Malignant neoplasm of other sites of gum ,15,
+B03z.,Malignant neoplasm of gum NOS ,15,
+B04..,Malignant neoplasm of floor of mouth ,15,
+B040.,Malignant neoplasm of anterior portion of floor of mouth ,15,
+B041.,Malignant neoplasm of lateral portion of floor of mouth ,15,
+B042.,"Malignant neoplasm, overlapping lesion of floor of mouth ",15,
+B04y.,Malignant neoplasm of other sites of floor of mouth ,15,
+B04z.,Malignant neoplasm of floor of mouth NOS ,15,
+B05..,Malignant neoplasm of other and unspecified parts of mouth ,15,
+B050.,Malignant neoplasm of cheek mucosa ,15,
+B051.,Malignant neoplasm of vestibule of mouth ,15,
+B0510,Malignant neoplasm of upper buccal sulcus ,15,
+B0511,Malignant neoplasm of lower buccal sulcus ,15,
+B0512,Malignant neoplasm of upper labial sulcus ,15,
+B0513,Malignant neoplasm of lower labial sulcus ,15,
+B051z,Malignant neoplasm of vestibule of mouth NOS ,15,
+B052.,Malignant neoplasm of hard palate ,15,
+B053.,Malignant neoplasm of soft palate ,15,
+B054.,Malignant neoplasm of uvula ,15,
+B055.,Malignant neoplasm of palate unspecified ,15,
+B0550,Malignant neoplasm of junction of hard and soft palate ,15,
+B0551,Malignant neoplasm of roof of mouth ,15,
+B055z,Malignant neoplasm of palate NOS ,15,
+B056.,Malignant neoplasm of retromolar area ,15,
+B05y.,Malignant neoplasm of other specified mouth parts ,15,
+B05z.,Malignant neoplasm of mouth NOS ,15,
+B06..,Malignant neoplasm of oropharynx ,15,
+B060.,Malignant neoplasm of tonsil ,15,
+B0600,Malignant neoplasm of faucial tonsil ,15,
+B0601,Malignant neoplasm of palatine tonsil ,15,
+B0602,Malignant neoplasm of overlapping lesion of tonsil ,15,
+B060z,Malignant neoplasm tonsil NOS ,15,
+B061.,Malignant neoplasm of tonsillar fossa ,15,
+B062.,Malignant neoplasm of tonsillar pillar ,15,
+B0620,Malignant neoplasm of faucial pillar ,15,
+B0621,Malignant neoplasm of glossopalatine fold ,15,
+B0622,Malignant neoplasm of palatoglossal arch ,15,
+B0623,Malignant neoplasm of palatopharyngeal arch ,15,
+B062z,Malignant neoplasm of tonsillar fossa NOS ,15,
+B063.,Malignant neoplasm of vallecula ,15,
+B064.,Malignant neoplasm of anterior epiglottis ,15,
+B0640,"Malignant neoplasm of epiglottis, free border ",15,
+B0641,Malignant neoplasm of glossoepiglottic fold ,15,
+B064z,Malignant neoplasm of anterior epiglottis NOS ,15,
+B065.,Malignant neoplasm of junctional region of epiglottis ,15,
+B066.,Malignant neoplasm of lateral wall of oropharynx ,15,
+B067.,Malignant neoplasm of posterior wall of oropharynx ,15,
+B06y.,"Malignant neoplasm of oropharynx, other specified sites ",15,
+B06y0,Malignant neoplasm of branchial cleft ,15,
+B06yz,Malignant neoplasm of other specified site of oropharynx NOS,15,
+B06z.,Malignant neoplasm of oropharynx NOS ,15,
+B07..,Malignant neoplasm of nasopharynx ,15,
+B070.,Malignant neoplasm of roof of nasopharynx ,15,
+B071.,Malignant neoplasm of posterior wall of nasopharynx ,15,
+B0710,Malignant neoplasm of adenoid ,15,
+B0711,Malignant neoplasm of pharyngeal tonsil ,15,
+B071z,Malignant neoplasm of posterior wall of nasopharynx NOS ,15,
+B072.,Malignant neoplasm of lateral wall of nasopharynx ,15,
+B0720,Malignant neoplasm of pharyngeal recess ,15,
+B0721,Malignant neoplasm of opening of auditory tube ,15,
+B072z,Malignant neoplasm of lateral wall of nasopharynx NOS ,15,
+B073.,Malignant neoplasm of anterior wall of nasopharynx ,15,
+B0730,Malignant neoplasm of floor of nasopharynx ,15,
+B0731,Malignant neoplasm of nasopharyngeal soft palate surface ,15,
+B0732,Malignant neoplasm posterior margin nasal septum and choanae,15,
+B073z,Malignant neoplasm of anterior wall of nasopharynx NOS ,15,
+B074.,"Malignant neoplasm, overlapping lesion of nasopharynx ",15,
+B07y.,Malignant neoplasm of other specified site of nasopharynx ,15,
+B07z.,Malignant neoplasm of nasopharynx NOS ,15,
+B08..,Malignant neoplasm of hypopharynx ,15,
+B080.,Malignant neoplasm of postcricoid region ,15,
+B081.,Malignant neoplasm of pyriform sinus ,15,
+B082.,"Malignant neoplasm aryepiglottic fold, hypopharyngeal aspect",15,
+B083.,Malignant neoplasm of posterior pharynx ,15,
+B084.,"Malignant neoplasm, overlapping lesion of hypopharynx ",15,
+B08y.,Malignant neoplasm of other specified hypopharyngeal site ,15,
+B08z.,Malignant neoplasm of hypopharynx NOS ,15,
+B0z..,"Malig neop other/ill-defined sites lip, oral cavity, pharynx",15,
+B0z0.,Malignant neoplasm of pharynx unspecified ,15,
+B0z1.,Malignant neoplasm of Waldeyer's ring ,15,
+B0z2.,Malignant neoplasm of laryngopharynx ,15,
+B0zy.,"Malignant neoplasm of other sites lip, oral cavity, pharynx ",15,
+B0zz.,"Malignant neoplasm of lip, oral cavity and pharynx NOS ",15,
+B1...,Malignant neoplasm of digestive organs and peritoneum ,15,
+B10..,Malignant neoplasm of oesophagus ,15,
+B100.,Malignant neoplasm of cervical oesophagus ,15,
+B101.,Malignant neoplasm of thoracic oesophagus ,15,
+B102.,Malignant neoplasm of abdominal oesophagus ,15,
+B103.,Malignant neoplasm of upper third of oesophagus ,15,
+B104.,Malignant neoplasm of middle third of oesophagus ,15,
+B105.,Malignant neoplasm of lower third of oesophagus ,15,
+B106.,"Malignant neoplasm, overlapping lesion of oesophagus ",15,
+B107.,Siewert type I adenocarcinoma ,15,
+B10y.,Malignant neoplasm of other specified part of oesophagus ,15,
+B10z.,Malignant neoplasm of oesophagus NOS ,15,
+B11..,Malignant neoplasm of stomach ,15,
+B110.,Malignant neoplasm of cardia of stomach ,15,
+B1100,Malignant neoplasm of cardiac orifice of stomach ,15,
+B1101,Malignant neoplasm of cardio-oesophageal junction of stomach,15,
+B110z,Malignant neoplasm of cardia of stomach NOS ,15,
+B111.,Malignant neoplasm of pylorus of stomach ,15,
+B1110,Malignant neoplasm of prepylorus of stomach ,15,
+B1111,Malignant neoplasm of pyloric canal of stomach ,15,
+B111z,Malignant neoplasm of pylorus of stomach NOS ,15,
+B112.,Malignant neoplasm of pyloric antrum of stomach ,15,
+B113.,Malignant neoplasm of fundus of stomach ,15,
+B114.,Malignant neoplasm of body of stomach ,15,
+B115.,Malignant neoplasm of lesser curve of stomach unspecified ,15,
+B116.,Malignant neoplasm of greater curve of stomach unspecified ,15,
+B117.,"Malignant neoplasm, overlapping lesion of stomach ",15,
+B118.,Siewert type II adenocarcinoma ,15,
+B119.,Siewert type III adenocarcinoma ,15,
+B11y.,Malignant neoplasm of other specified site of stomach ,15,
+B11y0,Malignant neoplasm of anterior wall of stomach NEC ,15,
+B11y1,Malignant neoplasm of posterior wall of stomach NEC ,15,
+B11yz,Malignant neoplasm of other specified site of stomach NOS ,15,
+B11z.,Malignant neoplasm of stomach NOS ,15,
+B12..,Malignant neoplasm of small intestine and duodenum ,15,
+B120.,Malignant neoplasm of duodenum ,15,
+B121.,Malignant neoplasm of jejunum ,15,
+B122.,Malignant neoplasm of ileum ,15,
+B123.,Malignant neoplasm of Meckel's diverticulum ,15,
+B124.,"Malignant neoplasm, overlapping lesion of small intestine ",15,
+B12y.,Malignant neoplasm of other specified site small intestine ,15,
+B12z.,Malignant neoplasm of small intestine NOS ,15,
+B13..,Malignant neoplasm of colon ,15,
+B130.,Malignant neoplasm of hepatic flexure of colon ,15,
+B131.,Malignant neoplasm of transverse colon ,15,
+B132.,Malignant neoplasm of descending colon ,15,
+B133.,Malignant neoplasm of sigmoid colon ,15,
+B134.,Malignant neoplasm of caecum ,15,
+B135.,Malignant neoplasm of appendix ,15,
+B136.,Malignant neoplasm of ascending colon ,15,
+B137.,Malignant neoplasm of splenic flexure of colon ,15,
+B138.,"Malignant neoplasm, overlapping lesion of colon ",15,
+B139.,Hereditary nonpolyposis colon cancer ,15,
+B13y.,Malignant neoplasm of other specified sites of colon ,15,
+B13z.,Malignant neoplasm of colon NOS ,15,
+B14..,"Malignant neoplasm of rectum, rectosigmoid junction and anus",15,
+B140.,Malignant neoplasm of rectosigmoid junction ,15,
+B141.,Malignant neoplasm of rectum ,15,
+B142.,Malignant neoplasm of anal canal ,15,
+B1420,Malignant neoplasm of cloacogenic zone ,15,
+B143.,Malignant neoplasm of anus unspecified ,15,
+B14y.,"Malig neop other site rectum, rectosigmoid junction and anus",15,
+B14z.,"Malignant neoplasm rectum,rectosigmoid junction and anus NOS",15,
+B15..,Malignant neoplasm of liver and intrahepatic bile ducts ,15,
+B150.,Primary malignant neoplasm of liver ,15,
+B1500,Primary carcinoma of liver ,15,
+B1501,Hepatoblastoma of liver ,15,
+B1502,Primary angiosarcoma of liver ,15,
+B1503,Hepatocellular carcinoma ,15,
+B150z,Primary malignant neoplasm of liver NOS ,15,
+B151.,Malignant neoplasm of intrahepatic bile ducts ,15,
+B1510,Malignant neoplasm of interlobular bile ducts ,15,
+B1511,Malignant neoplasm of interlobular biliary canals ,15,
+B1512,Malignant neoplasm of intrahepatic biliary passages ,15,
+B1513,Malignant neoplasm of intrahepatic canaliculi ,15,
+B1514,Malignant neoplasm of intrahepatic gall duct ,15,
+B151z,Malignant neoplasm of intrahepatic bile ducts NOS ,15,
+B152.,Malignant neoplasm of liver unspecified ,15,
+B153.,Secondary malignant neoplasm of liver ,15,
+B15z.,Malignant neoplasm of liver and intrahepatic bile ducts NOS ,15,
+B16..,Malignant neoplasm gallbladder and extrahepatic bile ducts ,15,
+B160.,Malignant neoplasm of gallbladder ,15,
+B161.,Malignant neoplasm of extrahepatic bile ducts ,15,
+B1610,Malignant neoplasm of cystic duct ,15,
+B1611,Malignant neoplasm of hepatic duct ,15,
+B1612,Malignant neoplasm of common bile duct ,15,
+B1613,Malignant neoplasm of sphincter of Oddi ,15,
+B161z,Malignant neoplasm of extrahepatic bile ducts NOS ,15,
+B162.,Malignant neoplasm of ampulla of Vater ,15,
+B163.,"Malignant neoplasm, overlapping lesion of biliary tract ",15,
+B16y.,Malignant neoplasm other gallbladder/extrahepatic bile duct ,15,
+B16z.,Malignant neoplasm gallbladder/extrahepatic bile ducts NOS ,15,
+B17..,Malignant neoplasm of pancreas ,15,
+B170.,Malignant neoplasm of head of pancreas ,15,
+B171.,Malignant neoplasm of body of pancreas ,15,
+B172.,Malignant neoplasm of tail of pancreas ,15,
+B173.,Malignant neoplasm of pancreatic duct ,15,
+B174.,Malignant neoplasm of Islets of Langerhans ,15,
+B175.,"Malignant neoplasm, overlapping lesion of pancreas ",15,
+B176.,Somatostatinoma of pancreas ,15,
+B17y.,Malignant neoplasm of other specified sites of pancreas ,15,
+B17y0,Malignant neoplasm of ectopic pancreatic tissue ,15,
+B17yz,Malignant neoplasm of specified site of pancreas NOS ,15,
+B17z.,Malignant neoplasm of pancreas NOS ,15,
+B18..,Malignant neoplasm of retroperitoneum and peritoneum ,15,
+B180.,Malignant neoplasm of retroperitoneum ,15,
+B1800,Malignant neoplasm of periadrenal tissue ,15,
+B1801,Malignant neoplasm of perinephric tissue ,15,
+B1802,Malignant neoplasm of retrocaecal tissue ,15,
+B180z,Malignant neoplasm of retroperitoneum NOS ,15,
+B181.,Mesothelioma of peritoneum ,15,
+B182.,Overlapping malign lesion of retroperitoneum and peritoneum ,15,
+B18y.,Malignant neoplasm of specified parts of peritoneum ,15,
+B18y0,Malignant neoplasm of mesocolon ,15,
+B18y1,Malignant neoplasm of mesocaecum ,15,
+B18y2,Malignant neoplasm of mesorectum ,15,
+B18y3,Malignant neoplasm of omentum ,15,
+B18y4,Malignant neoplasm of parietal peritoneum ,15,
+B18y5,Malignant neoplasm of pelvic peritoneum ,15,
+B18y6,Malignant neoplasm of the pouch of Douglas ,15,
+B18y7,Malignant neoplasm of mesentery ,15,
+B18yz,Malignant neoplasm of specified parts of peritoneum NOS ,15,
+B18z.,Malignant neoplasm of retroperitoneum and peritoneum NOS ,15,
+B1z..,Malig neop oth/ill-defined sites digestive tract/peritoneum ,15,
+B1z0.,"Malignant neoplasm of intestinal tract, part unspecified ",15,
+B1z1.,Malignant neoplasm of spleen NEC ,15,
+B1z10,Angiosarcoma of spleen ,15,
+B1z11,Fibrosarcoma of spleen ,15,
+B1z1z,Malignant neoplasm of spleen NOS ,15,
+B1z2.,"Malignant neoplasm, overlapping lesion of digestive system ",15,
+B1zy.,Malignant neoplasm other spec digestive tract and peritoneum,15,
+B1zz.,Malignant neoplasm of digestive tract and peritoneum NOS ,15,
+B2...,Malig neop of respiratory tract and intrathoracic organs ,15,
+B20..,"Malig neop nasal cavities, middle ear and accessory sinuses ",15,
+B200.,Malignant neoplasm of nasal cavities ,15,
+B2000,Malignant neoplasm of cartilage of nose ,15,
+B2001,Malignant neoplasm of nasal conchae ,15,
+B2002,Malignant neoplasm of septum of nose ,15,
+B2003,Malignant neoplasm of vestibule of nose ,15,
+B200z,Malignant neoplasm of nasal cavities NOS ,15,
+B201.,"Malig neop auditory tube, middle ear and mastoid air cells ",15,
+B2010,Malignant neoplasm of auditory (Eustachian) tube ,15,
+B2011,Malignant neoplasm of tympanic cavity ,15,
+B2012,Malignant neoplasm of tympanic antrum ,15,
+B2013,Malignant neoplasm of mastoid air cells ,15,
+B201z,"Malig neop auditory tube, middle ear, mastoid air cells NOS ",15,
+B202.,Malignant neoplasm of maxillary sinus ,15,
+B203.,Malignant neoplasm of ethmoid sinus ,15,
+B204.,Malignant neoplasm of frontal sinus ,15,
+B205.,Malignant neoplasm of sphenoidal sinus ,15,
+B206.,"Malignant neoplasm, overlapping lesion of accessory sinuses ",15,
+B20y.,"Malig neop other site nasal cavity, middle ear and sinuses ",15,
+B20z.,Malignant neoplasm of accessory sinus NOS ,15,
+B21..,Malignant neoplasm of larynx ,15,
+B210.,Malignant neoplasm of glottis ,15,
+B211.,Malignant neoplasm of supraglottis ,15,
+B212.,Malignant neoplasm of subglottis ,15,
+B213.,Malignant neoplasm of laryngeal cartilage ,15,
+B2130,Malignant neoplasm of arytenoid cartilage ,15,
+B2131,Malignant neoplasm of cricoid cartilage ,15,
+B2132,Malignant neoplasm of cuneiform cartilage ,15,
+B2133,Malignant neoplasm of thyroid cartilage ,15,
+B213z,Malignant neoplasm of laryngeal cartilage NOS ,15,
+B214.,"Malignant neoplasm, overlapping lesion of larynx ",15,
+B215.,Malignant neoplasm of epiglottis NOS ,15,
+B21y.,"Malignant neoplasm of larynx, other specified site ",15,
+B21z.,Malignant neoplasm of larynx NOS ,15,
+B22..,"Malignant neoplasm of trachea, bronchus and lung ",15,
+B220.,Malignant neoplasm of trachea ,15,
+B2200,Malignant neoplasm of cartilage of trachea ,15,
+B2201,Malignant neoplasm of mucosa of trachea ,15,
+B220z,Malignant neoplasm of trachea NOS ,15,
+B221.,Malignant neoplasm of main bronchus ,15,
+B2210,Malignant neoplasm of carina of bronchus ,15,
+B2211,Malignant neoplasm of hilus of lung ,15,
+B221z,Malignant neoplasm of main bronchus NOS ,15,
+B222.,"Malignant neoplasm of upper lobe, bronchus or lung ",15,
+B2220,Malignant neoplasm of upper lobe bronchus ,15,
+B2221,Malignant neoplasm of upper lobe of lung ,15,
+B222z,"Malignant neoplasm of upper lobe, bronchus or lung NOS ",15,
+B223.,"Malignant neoplasm of middle lobe, bronchus or lung ",15,
+B2230,Malignant neoplasm of middle lobe bronchus ,15,
+B2231,Malignant neoplasm of middle lobe of lung ,15,
+B223z,"Malignant neoplasm of middle lobe, bronchus or lung NOS ",15,
+B224.,"Malignant neoplasm of lower lobe, bronchus or lung ",15,
+B2240,Malignant neoplasm of lower lobe bronchus ,15,
+B2241,Malignant neoplasm of lower lobe of lung ,15,
+B224z,"Malignant neoplasm of lower lobe, bronchus or lung NOS ",15,
+B225.,Malignant neoplasm of overlapping lesion of bronchus & lung ,15,
+B226.,Mesothelioma ,15,
+B22y.,Malignant neoplasm of other sites of bronchus or lung ,15,
+B22z.,Malignant neoplasm of bronchus or lung NOS ,15,
+B23..,Malignant neoplasm of pleura ,15,
+B230.,Malignant neoplasm of parietal pleura ,15,
+B231.,Malignant neoplasm of visceral pleura ,15,
+B232.,Mesothelioma of pleura ,15,
+B23y.,Malignant neoplasm of other specified pleura ,15,
+B23z.,Malignant neoplasm of pleura NOS ,15,
+B24..,"Malignant neoplasm of thymus, heart and mediastinum ",15,
+B240.,Malignant neoplasm of thymus ,15,
+B241.,Malignant neoplasm of heart ,15,
+B2410,Malignant neoplasm of endocardium ,15,
+B2411,Malignant neoplasm of epicardium ,15,
+B2412,Malignant neoplasm of myocardium ,15,
+B2413,Malignant neoplasm of pericardium ,15,
+B2414,Mesothelioma of pericardium ,15,
+B241z,Malignant neoplasm of heart NOS ,15,
+B242.,Malignant neoplasm of anterior mediastinum ,15,
+B243.,Malignant neoplasm of posterior mediastinum ,15,
+B24X.,"Malignant neoplasm of mediastinum, part unspecified ",15,
+B24y.,"Malig neop of other site of heart, thymus and mediastinum ",15,
+B24z.,"Malignant neoplasm of heart, thymus and mediastinum NOS ",15,
+B25..,"Malig neo, overlapping lesion of heart, mediastinum & pleura",15,
+B26..,"Malignant neoplasm, overlap lesion of resp & intrathor orgs ",15,
+B2z..,Malig neop other/ill-defined sites resp/intrathoracic organs,15,
+B2z0.,"Malig neop of upper respiratory tract, part unspecified ",15,
+B2zy.,Malignant neoplasm of other site of respiratory tract ,15,
+B2zz.,Malignant neoplasm of respiratory tract NOS ,15,
+B3...,"Malig neop of bone, connective tissue, skin and breast ",15,
+B30..,Malignant neoplasm of bone and articular cartilage ,15,
+B300.,Malignant neoplasm of bones of skull and face ,15,
+B3000,Malignant neoplasm of ethmoid bone ,15,
+B3001,Malignant neoplasm of frontal bone ,15,
+B3002,Malignant neoplasm of malar bone ,15,
+B3003,Malignant neoplasm of nasal bone ,15,
+B3004,Malignant neoplasm of occipital bone ,15,
+B3005,Malignant neoplasm of orbital bone ,15,
+B3006,Malignant neoplasm of parietal bone ,15,
+B3007,Malignant neoplasm of sphenoid bone ,15,
+B3008,Malignant neoplasm of temporal bone ,15,
+B3009,Malignant neoplasm of zygomatic bone ,15,
+B300A,Malignant neoplasm of maxilla ,15,
+B300B,Malignant neoplasm of turbinate ,15,
+B300C,Malignant neoplasm of vomer ,15,
+B300z,Malignant neoplasm of bones of skull and face NOS ,15,
+B301.,Malignant neoplasm of mandible ,15,
+B302.,Malignant neoplasm of vertebral column ,15,
+B3020,Malignant neoplasm of cervical vertebra ,15,
+B3021,Malignant neoplasm of thoracic vertebra ,15,
+B3022,Malignant neoplasm of lumbar vertebra ,15,
+B302z,Malignant neoplasm of vertebral column NOS ,15,
+B303.,"Malignant neoplasm of ribs, sternum and clavicle ",15,
+B3030,Malignant neoplasm of rib ,15,
+B3031,Malignant neoplasm of sternum ,15,
+B3032,Malignant neoplasm of clavicle ,15,
+B3033,Malignant neoplasm of costal cartilage ,15,
+B3034,Malignant neoplasm of costo-vertebral joint ,15,
+B3035,Malignant neoplasm of xiphoid process ,15,
+B303z,"Malignant neoplasm of rib, sternum and clavicle NOS ",15,
+B304.,Malignant neoplasm of scapula and long bones of upper arm ,15,
+B3040,Malignant neoplasm of scapula ,15,
+B3041,Malignant neoplasm of acromion ,15,
+B3042,Malignant neoplasm of humerus ,15,
+B3043,Malignant neoplasm of radius ,15,
+B3044,Malignant neoplasm of ulna ,15,
+B304z,Malig neop of scapula and long bones of upper arm NOS ,15,
+B305.,Malignant neoplasm of hand bones ,15,
+B3050,Malignant neoplasm of carpal bone - scaphoid ,15,
+B3051,Malignant neoplasm of carpal bone - lunate ,15,
+B3052,Malignant neoplasm of carpal bone - triquetrum ,15,
+B3053,Malignant neoplasm of carpal bone - pisiform ,15,
+B3054,Malignant neoplasm of carpal bone - trapezium ,15,
+B3055,Malignant neoplasm of carpal bone - trapezoid ,15,
+B3056,Malignant neoplasm of carpal bone - capitate ,15,
+B3057,Malignant neoplasm of carpal bone - hamate ,15,
+B3058,Malignant neoplasm of first metacarpal bone ,15,
+B3059,Malignant neoplasm of second metacarpal bone ,15,
+B305A,Malignant neoplasm of third metacarpal bone ,15,
+B305B,Malignant neoplasm of fourth metacarpal bone ,15,
+B305C,Malignant neoplasm of fifth metacarpal bone ,15,
+B305D,Malignant neoplasm of phalanges of hand ,15,
+B305z,Malignant neoplasm of hand bones NOS ,15,
+B306.,"Malignant neoplasm of pelvic bones, sacrum and coccyx ",15,
+B3060,Malignant neoplasm of ilium ,15,
+B3061,Malignant neoplasm of ischium ,15,
+B3062,Malignant neoplasm of pubis ,15,
+B3063,Malignant neoplasm of sacral vertebra ,15,
+B3064,Malignant neoplasm of coccygeal vertebra ,15,
+B3065,Malignant sacral teratoma ,15,
+B306z,"Malignant neoplasm of pelvis, sacrum or coccyx NOS ",15,
+B307.,Malignant neoplasm of long bones of leg ,15,
+B3070,Malignant neoplasm of femur ,15,
+B3071,Malignant neoplasm of fibula ,15,
+B3072,Malignant neoplasm of tibia ,15,
+B307z,Malignant neoplasm of long bones of leg NOS ,15,
+B308.,Malignant neoplasm of short bones of leg ,15,
+B3080,Malignant neoplasm of patella ,15,
+B3081,Malignant neoplasm of talus ,15,
+B3082,Malignant neoplasm of calcaneum ,15,
+B3083,Malignant neoplasm of medial cuneiform ,15,
+B3084,Malignant neoplasm of intermediate cuneiform ,15,
+B3085,Malignant neoplasm of lateral cuneiform ,15,
+B3086,Malignant neoplasm of cuboid ,15,
+B3087,Malignant neoplasm of navicular ,15,
+B3088,Malignant neoplasm of first metatarsal bone ,15,
+B3089,Malignant neoplasm of second metatarsal bone ,15,
+B308A,Malignant neoplasm of third metatarsal bone ,15,
+B308B,Malignant neoplasm of fourth metatarsal bone ,15,
+B308C,Malignant neoplasm of fifth metatarsal bone ,15,
+B308D,Malignant neoplasm of phalanges of foot ,15,
+B308z,Malignant neoplasm of short bones of leg NOS ,15,
+B309.,"Malignant neoplasm, overlap les bone and artic cart of limbs",15,
+B30W.,Malignant neoplasm/overlap lesion/bone+articulr cartilage ,15,
+B30X.,"Malignant neoplasm/bones+articular cartilage/limb,unspfd ",15,
+B30z.,Malignant neoplasm of bone and articular cartilage NOS ,15,
+B30z0,Osteosarcoma ,15,
+B31..,Malignant neoplasm of connective and other soft tissue ,15,
+B310.,"Malig neop of connective and soft tissue head, face and neck",15,
+B3100,Malignant neoplasm of soft tissue of head ,15,
+B3101,Malignant neoplasm of soft tissue of face ,15,
+B3102,Malignant neoplasm of soft tissue of neck ,15,
+B3103,Malignant neoplasm of cartilage of ear ,15,
+B3104,Malignant neoplasm of tarsus of eyelid ,15,
+B3105,Malignant neoplasm soft tissues of cervical spine ,15,
+B310z,"Malig neop connective and soft tissue head, face, neck NOS ",15,
+B311.,Malig neop connective and soft tissue upper limb/shoulder ,15,
+B3110,Malignant neoplasm of connective and soft tissue of shoulder,15,
+B3111,"Malignant neoplasm of connective and soft tissue, upper arm ",15,
+B3112,Malignant neoplasm of connective and soft tissue of fore-arm,15,
+B3113,Malignant neoplasm of connective and soft tissue of hand ,15,
+B3114,Malignant neoplasm of connective and soft tissue of finger ,15,
+B3115,Malignant neoplasm of connective and soft tissue of thumb ,15,
+B311z,Malig neop connective soft tissue upper limb/shoulder NOS ,15,
+B312.,Malig neop of connective and soft tissue of hip and leg ,15,
+B3120,Malignant neoplasm of connective and soft tissue of hip ,15,
+B3121,Malig neop of connective and soft tissue thigh and upper leg,15,
+B3122,Malig neop connective and soft tissue of popliteal space ,15,
+B3123,Malig neop of connective and soft tissue of lower leg ,15,
+B3124,Malignant neoplasm of connective and soft tissue of foot ,15,
+B3125,Malignant neoplasm of connective and soft tissue of toe ,15,
+B3126,Malig neop of connective and soft tissue of great toe ,15,
+B312z,Malig neop connective and soft tissue hip and leg NOS ,15,
+B313.,Malignant neoplasm of connective and soft tissue of thorax ,15,
+B3130,Malignant neoplasm of connective and soft tissue of axilla ,15,
+B3131,Malignant neoplasm of diaphragm ,15,
+B3132,Malignant neoplasm of great vessels ,15,
+B3133,Malig neoplasm of connective and soft tissues of thor spine ,15,
+B313z,Malig neop of connective and soft tissue of thorax NOS ,15,
+B314.,Malignant neoplasm of connective and soft tissue of abdomen ,15,
+B3140,Malig neop of connective and soft tissue of abdominal wall ,15,
+B3141,Malig neoplasm of connective and soft tissues of lumb spine ,15,
+B314z,Malig neop of connective and soft tissue of abdomen NOS ,15,
+B315.,Malignant neoplasm of connective and soft tissue of pelvis ,15,
+B3150,Malignant neoplasm of connective and soft tissue of buttock ,15,
+B3151,Malig neop of connective and soft tissue of inguinal region ,15,
+B3152,Malignant neoplasm of connective and soft tissue of perineum,15,
+B3153,Malig neopl of connective and soft tissue - sacrum or coccyx,15,
+B315z,Malig neop of connective and soft tissue of pelvis NOS ,15,
+B316.,Malig neop of connective and soft tissue trunk unspecified ,15,
+B317.,"Malignant neoplasm, overlap lesion connective & soft tissue ",15,
+B31y.,Malig neop connective and soft tissue other specified site ,15,
+B31z.,"Malignant neoplasm of connective and soft tissue, site NOS ",15,
+B31z0,Kaposi's sarcoma of soft tissue ,15,
+B32..,Malignant melanoma of skin ,15,
+B320.,Malignant melanoma of lip ,15,
+B321.,Malignant melanoma of eyelid including canthus ,15,
+B322.,Malignant melanoma of ear and external auricular canal ,15,
+B3220,Malignant melanoma of auricle (ear) ,15,
+B3221,Malignant melanoma of external auditory meatus ,15,
+B322z,Malignant melanoma of ear and external auricular canal NOS ,15,
+B323.,Malignant melanoma of other and unspecified parts of face ,15,
+B3230,Malignant melanoma of external surface of cheek ,15,
+B3231,Malignant melanoma of chin ,15,
+B3232,Malignant melanoma of eyebrow ,15,
+B3233,Malignant melanoma of forehead ,15,
+B3234,Malignant melanoma of external surface of nose ,15,
+B3235,Malignant melanoma of temple ,15,
+B323z,Malignant melanoma of face NOS ,15,
+B324.,Malignant melanoma of scalp and neck ,15,
+B3240,Malignant melanoma of scalp ,15,
+B3241,Malignant melanoma of neck ,15,
+B324z,Malignant melanoma of scalp and neck NOS ,15,
+B325.,Malignant melanoma of trunk (excluding scrotum) ,15,
+B3250,Malignant melanoma of axilla ,15,
+B3251,Malignant melanoma of breast ,15,
+B3252,Malignant melanoma of buttock ,15,
+B3253,Malignant melanoma of groin ,15,
+B3254,Malignant melanoma of perianal skin ,15,
+B3255,Malignant melanoma of perineum ,15,
+B3256,Malignant melanoma of umbilicus ,15,
+B3257,Malignant melanoma of back ,15,
+B3258,Malignant melanoma of chest wall ,15,
+B325z,"Malignant melanoma of trunk, excluding scrotum, NOS ",15,
+B326.,Malignant melanoma of upper limb and shoulder ,15,
+B3260,Malignant melanoma of shoulder ,15,
+B3261,Malignant melanoma of upper arm ,15,
+B3262,Malignant melanoma of fore-arm ,15,
+B3263,Malignant melanoma of hand ,15,
+B3264,Malignant melanoma of finger ,15,
+B3265,Malignant melanoma of thumb ,15,
+B326z,Malignant melanoma of upper limb or shoulder NOS ,15,
+B327.,Malignant melanoma of lower limb and hip ,15,
+B3270,Malignant melanoma of hip ,15,
+B3271,Malignant melanoma of thigh ,15,
+B3272,Malignant melanoma of knee ,15,
+B3273,Malignant melanoma of popliteal fossa area ,15,
+B3274,Malignant melanoma of lower leg ,15,
+B3275,Malignant melanoma of ankle ,15,
+B3276,Malignant melanoma of heel ,15,
+B3277,Malignant melanoma of foot ,15,
+B3278,Malignant melanoma of toe ,15,
+B3279,Malignant melanoma of great toe ,15,
+B327z,Malignant melanoma of lower limb or hip NOS ,15,
+B32y.,Malignant melanoma of other specified skin site ,15,
+B32y0,Overlapping malignant melanoma of skin ,15,
+B32z.,Malignant melanoma of skin NOS ,15,
+B33..,Other malignant neoplasm of skin ,15,
+B330.,Malignant neoplasm of skin of lip ,15,
+B331.,Malignant neoplasm of eyelid including canthus ,15,
+B3310,Malignant neoplasm of canthus ,15,
+B3311,Malignant neoplasm of upper eyelid ,15,
+B3312,Malignant neoplasm of lower eyelid ,15,
+B332.,Malignant neoplasm skin of ear and external auricular canal ,15,
+B3320,Malignant neoplasm of skin of auricle (ear) ,15,
+B3321,Malignant neoplasm of skin of external auditory meatus ,15,
+B3322,Malignant neoplasm of pinna NEC ,15,
+B332z,Malig neop skin of ear and external auricular canal NOS ,15,
+B333.,Malignant neoplasm skin of other and unspecified parts face ,15,
+B3330,"Malignant neoplasm of skin of cheek, external ",15,
+B3331,Malignant neoplasm of skin of chin ,15,
+B3332,Malignant neoplasm of skin of eyebrow ,15,
+B3333,Malignant neoplasm of skin of forehead ,15,
+B3334,Malignant neoplasm of skin of nose (external) ,15,
+B3335,Malignant neoplasm of skin of temple ,15,
+B333z,Malignant neoplasm skin other and unspec part of face NOS ,15,
+B334.,Malignant neoplasm of scalp and skin of neck ,15,
+B3340,Malignant neoplasm of scalp ,15,
+B3341,Malignant neoplasm of skin of neck ,15,
+B334z,Malignant neoplasm of scalp or skin of neck NOS ,15,
+B335.,"Malignant neoplasm of skin of trunk, excluding scrotum ",15,
+B3350,Malignant neoplasm of skin of axillary fold ,15,
+B3351,"Malignant neoplasm of skin of chest, excluding breast ",15,
+B3352,Malignant neoplasm of skin of breast ,15,
+B3353,Malignant neoplasm of skin of abdominal wall ,15,
+B3354,Malignant neoplasm of skin of umbilicus ,15,
+B3355,Malignant neoplasm of skin of groin ,15,
+B3356,Malignant neoplasm of skin of perineum ,15,
+B3357,Malignant neoplasm of skin of back ,15,
+B3358,Malignant neoplasm of skin of buttock ,15,
+B3359,Malignant neoplasm of perianal skin ,15,
+B335A,Malignant neoplasm of skin of scapular region ,15,
+B335z,"Malignant neoplasm of skin of trunk, excluding scrotum, NOS ",15,
+B336.,Malignant neoplasm of skin of upper limb and shoulder ,15,
+B3360,Malignant neoplasm of skin of shoulder ,15,
+B3361,Malignant neoplasm of skin of upper arm ,15,
+B3362,Malignant neoplasm of skin of fore-arm ,15,
+B3363,Malignant neoplasm of skin of hand ,15,
+B3364,Malignant neoplasm of skin of finger ,15,
+B3365,Malignant neoplasm of skin of thumb ,15,
+B336z,Malignant neoplasm of skin of upper limb or shoulder NOS ,15,
+B337.,Malignant neoplasm of skin of lower limb and hip ,15,
+B3370,Malignant neoplasm of skin of hip ,15,
+B3371,Malignant neoplasm of skin of thigh ,15,
+B3372,Malignant neoplasm of skin of knee ,15,
+B3373,Malignant neoplasm of skin of popliteal fossa area ,15,
+B3374,Malignant neoplasm of skin of lower leg ,15,
+B3375,Malignant neoplasm of skin of ankle ,15,
+B3376,Malignant neoplasm of skin of heel ,15,
+B3377,Malignant neoplasm of skin of foot ,15,
+B3378,Malignant neoplasm of skin of toe ,15,
+B3379,Malignant neoplasm of skin of great toe ,15,
+B337z,Malignant neoplasm of skin of lower limb or hip NOS ,15,
+B338.,Squamous cell carcinoma of skin ,15,
+B339.,Dermatofibrosarcoma protuberans ,15,
+B33X.,Malignant neoplasm overlapping lesion of skin ,15,
+B33y.,Malignant neoplasm of other specified skin sites ,15,
+B33z.,Malignant neoplasm of skin NOS ,15,
+B33z0,Kaposi's sarcoma of skin ,15,
+B33z1,Naevoid basal cell carcinoma syndrome ,15,
+B34..,Malignant neoplasm of female breast ,15,
+B340.,Malignant neoplasm of nipple and areola of female breast ,15,
+B3400,Malignant neoplasm of nipple of female breast ,15,
+B3401,Malignant neoplasm of areola of female breast ,15,
+B340z,Malignant neoplasm of nipple or areola of female breast NOS ,15,
+B341.,Malignant neoplasm of central part of female breast ,15,
+B342.,Malignant neoplasm of upper-inner quadrant of female breast ,15,
+B343.,Malignant neoplasm of lower-inner quadrant of female breast ,15,
+B344.,Malignant neoplasm of upper-outer quadrant of female breast ,15,
+B345.,Malignant neoplasm of lower-outer quadrant of female breast ,15,
+B346.,Malignant neoplasm of axillary tail of female breast ,15,
+B347.,"Malignant neoplasm, overlapping lesion of breast ",15,
+B34y.,Malignant neoplasm of other site of female breast ,15,
+B34y0,Malignant neoplasm of ectopic site of female breast ,15,
+B34yz,Malignant neoplasm of other site of female breast NOS ,15,
+B34z.,Malignant neoplasm of female breast NOS ,15,
+B35..,Malignant neoplasm of male breast ,15,
+B350.,Malignant neoplasm of nipple and areola of male breast ,15,
+B3500,Malignant neoplasm of nipple of male breast ,15,
+B3501,Malignant neoplasm of areola of male breast ,15,
+B350z,Malignant neoplasm of nipple or areola of male breast NOS ,15,
+B35z.,Malignant neoplasm of other site of male breast ,15,
+B35z0,Malignant neoplasm of ectopic site of male breast ,15,
+B35zz,Malignant neoplasm of male breast NOS ,15,
+B3y..,"Malig neop of bone, connective tissue, skin and breast OS ",15,
+B3z..,"Malig neop of bone, connective tissue, skin and breast NOS ",15,
+B4...,Malignant neoplasm of genitourinary organ ,15,
+B40..,"Malignant neoplasm of uterus, part unspecified ",15,
+B41..,Malignant neoplasm of cervix uteri ,15,
+B410.,Malignant neoplasm of endocervix ,15,
+B4100,Malignant neoplasm of endocervical canal ,15,
+B4101,Malignant neoplasm of endocervical gland ,15,
+B410z,Malignant neoplasm of endocervix NOS ,15,
+B411.,Malignant neoplasm of exocervix ,15,
+B412.,"Malignant neoplasm, overlapping lesion of cervix uteri ",15,
+B41y.,Malignant neoplasm of other site of cervix ,15,
+B41y0,Malignant neoplasm of cervical stump ,15,
+B41y1,Malignant neoplasm of squamocolumnar junction of cervix ,15,
+B41yz,Malignant neoplasm of other site of cervix NOS ,15,
+B41z.,Malignant neoplasm of cervix uteri NOS ,15,
+B42..,Malignant neoplasm of placenta ,15,
+B420.,Choriocarcinoma ,15,
+B43..,Malignant neoplasm of body of uterus ,15,
+B430.,"Malignant neoplasm of corpus uteri, excluding isthmus ",15,
+B4300,Malignant neoplasm of cornu of corpus uteri ,15,
+B4301,Malignant neoplasm of fundus of corpus uteri ,15,
+B4302,Malignant neoplasm of endometrium of corpus uteri ,15,
+B4303,Malignant neoplasm of myometrium of corpus uteri ,15,
+B430z,Malignant neoplasm of corpus uteri NOS ,15,
+B431.,Malignant neoplasm of isthmus of uterine body ,15,
+B4310,Malignant neoplasm of lower uterine segment ,15,
+B431z,Malignant neoplasm of isthmus of uterine body NOS ,15,
+B432.,Malignant neoplasm of overlapping lesion of corpus uteri ,15,
+B43y.,Malignant neoplasm of other site of uterine body ,15,
+B43z.,Malignant neoplasm of body of uterus NOS ,15,
+B44..,Malignant neoplasm of ovary and other uterine adnexa ,15,
+B440.,Malignant neoplasm of ovary ,15,
+B441.,Malignant neoplasm of fallopian tube ,15,
+B442.,Malignant neoplasm of broad ligament ,15,
+B443.,Malignant neoplasm of parametrium ,15,
+B444.,Malignant neoplasm of round ligament ,15,
+B44y.,Malignant neoplasm of other site of uterine adnexa ,15,
+B44z.,Malignant neoplasm of uterine adnexa NOS ,15,
+B45..,Malig neop of other and unspecified female genital organs ,15,
+B450.,Malignant neoplasm of vagina ,15,
+B4500,Malignant neoplasm of Gartner's duct ,15,
+B4501,Malignant neoplasm of vaginal vault ,15,
+B450z,Malignant neoplasm of vagina NOS ,15,
+B451.,Malignant neoplasm of labia majora ,15,
+B4510,Malignant neoplasm of greater vestibular (Bartholin's) gland,15,
+B451z,Malignant neoplasm of labia majora NOS ,15,
+B452.,Malignant neoplasm of labia minora ,15,
+B453.,Malignant neoplasm of clitoris ,15,
+B454.,Malignant neoplasm of vulva unspecified ,15,
+B45X.,Malignant neoplasm/overlapping lesion/feml genital organs ,15,
+B45y.,Malignant neoplasm of other specified female genital organ ,15,
+B45y0,Malignant neoplasm of overlapping lesion of vulva ,15,
+B45z.,Malignant neoplasm of female genital organ NOS ,15,
+B46..,Malignant neoplasm of prostate ,15,
+B47..,Malignant neoplasm of testis ,15,
+B470.,Malignant neoplasm of undescended testis ,15,
+B4700,Malignant neoplasm of ectopic testis ,15,
+B4701,Malignant neoplasm of retained testis ,15,
+B4702,Seminoma of undescended testis ,15,
+B4703,Teratoma of undescended testis ,15,
+B470z,Malignant neoplasm of undescended testis NOS ,15,
+B471.,Malignant neoplasm of descended testis ,15,
+B4710,Seminoma of descended testis ,15,
+B4711,Teratoma of descended testis ,15,
+B471z,Malignant neoplasm of descended testis NOS ,15,
+B47z.,Malignant neoplasm of testis NOS ,15,
+B48..,Malignant neoplasm of penis and other male genital organs ,15,
+B480.,Malignant neoplasm of prepuce (foreskin) ,15,
+B481.,Malignant neoplasm of glans penis ,15,
+B482.,Malignant neoplasm of body of penis ,15,
+B483.,"Malignant neoplasm of penis, part unspecified ",15,
+B484.,Malignant neoplasm of epididymis ,15,
+B485.,Malignant neoplasm of spermatic cord ,15,
+B486.,Malignant neoplasm of scrotum ,15,
+B487.,"Malignant neoplasm, overlapping lesion of penis ",15,
+B48y.,Malignant neoplasm of other male genital organ ,15,
+B48y0,Malignant neoplasm of seminal vesicle ,15,
+B48y1,Malignant neoplasm of tunica vaginalis ,15,
+B48y2,"Malignant neoplasm, overlapping lesion male genital orgs ",15,
+B48yz,Malignant neoplasm of other male genital organ NOS ,15,
+B48z.,Malignant neoplasm of penis and other male genital organ NOS,15,
+B49..,Malignant neoplasm of urinary bladder ,15,
+B490.,Malignant neoplasm of trigone of urinary bladder ,15,
+B491.,Malignant neoplasm of dome of urinary bladder ,15,
+B492.,Malignant neoplasm of lateral wall of urinary bladder ,15,
+B493.,Malignant neoplasm of anterior wall of urinary bladder ,15,
+B494.,Malignant neoplasm of posterior wall of urinary bladder ,15,
+B495.,Malignant neoplasm of bladder neck ,15,
+B496.,Malignant neoplasm of ureteric orifice ,15,
+B497.,Malignant neoplasm of urachus ,15,
+B49y.,Malignant neoplasm of other site of urinary bladder ,15,
+B49y0,"Malignant neoplasm, overlapping lesion of bladder ",15,
+B49z.,Malignant neoplasm of urinary bladder NOS ,15,
+B4A..,Malig neop of kidney and other unspecified urinary organs ,15,
+B4A0.,Malignant neoplasm of kidney parenchyma ,15,
+B4A00,Hypernephroma ,15,
+B4A1.,Malignant neoplasm of renal pelvis ,15,
+B4A10,Malignant neoplasm of renal calyces ,15,
+B4A11,Malignant neoplasm of ureteropelvic junction ,15,
+B4A1z,Malignant neoplasm of renal pelvis NOS ,15,
+B4A2.,Malignant neoplasm of ureter ,15,
+B4A3.,Malignant neoplasm of urethra ,15,
+B4A4.,Malignant neoplasm of paraurethral glands ,15,
+B4Ay.,Malignant neoplasm of other urinary organs ,15,
+B4Ay0,Malignant neoplasm of overlapping lesion of urinary organs ,15,
+B4Az.,Malignant neoplasm of kidney or urinary organs NOS ,15,
+B4y..,Malignant neoplasm of genitourinary organ OS ,15,
+B4z..,Malignant neoplasm of genitourinary organ NOS ,15,
+B5...,Malignant neoplasm of other and unspecified sites ,15,
+B50..,Malignant neoplasm of eye ,15,
+B500.,"Malig neop eyeball excl conjunctiva, cornea, retina, choroid",15,
+B5000,Malignant neoplasm of ciliary body ,15,
+B5001,Malignant neoplasm of iris ,15,
+B5002,Malignant neoplasm of crystalline lens ,15,
+B5003,Malignant neoplasm of sclera ,15,
+B500z,Malignant neoplasm of eyeball NOS ,15,
+B501.,Malignant neoplasm of orbit ,15,
+B5010,Malignant neoplasm of connective tissue of orbit ,15,
+B5011,Malignant neoplasm of extraocular muscle of orbit ,15,
+B501z,Malignant neoplasm of orbit NOS ,15,
+B502.,Malignant neoplasm of lacrimal gland ,15,
+B503.,Malignant neoplasm of conjunctiva ,15,
+B504.,Malignant neoplasm of cornea ,15,
+B505.,Malignant neoplasm of retina ,15,
+B506.,Malignant neoplasm of choroid ,15,
+B507.,Malignant neoplasm of lacrimal duct ,15,
+B5070,Malignant neoplasm of lacrimal sac ,15,
+B5071,Malignant neoplasm of nasolacrimal duct ,15,
+B507z,Malignant neoplasm of lacrimal duct NOS ,15,
+B508.,"Malignant neoplasm, overlapping lesion of eye and adnexa ",15,
+B50y.,Malignant neoplasm of other specified site of eye ,15,
+B50z.,Malignant neoplasm of eye NOS ,15,
+B51..,Malignant neoplasm of brain ,15,
+B510.,Malignant neoplasm cerebrum (excluding lobes and ventricles),15,
+B5100,Malignant neoplasm of basal ganglia ,15,
+B5101,Malignant neoplasm of cerebral cortex ,15,
+B5102,Malignant neoplasm of corpus striatum ,15,
+B5103,Malignant neoplasm of globus pallidus ,15,
+B5104,Malignant neoplasm of hypothalamus ,15,
+B5105,Malignant neoplasm of thalamus ,15,
+B510z,Malignant neoplasm of cerebrum NOS ,15,
+B511.,Malignant neoplasm of frontal lobe ,15,
+B512.,Malignant neoplasm of temporal lobe ,15,
+B5120,Malignant neoplasm of hippocampus ,15,
+B5121,Malignant neoplasm of uncus ,15,
+B512z,Malignant neoplasm of temporal lobe NOS ,15,
+B513.,Malignant neoplasm of parietal lobe ,15,
+B514.,Malignant neoplasm of occipital lobe ,15,
+B515.,Malignant neoplasm of cerebral ventricles ,15,
+B5150,Malignant neoplasm of choroid plexus ,15,
+B5151,Malignant neoplasm of floor of cerebral ventricle ,15,
+B515z,Malignant neoplasm of cerebral ventricle NOS ,15,
+B516.,Malignant neoplasm of cerebellum ,15,
+B517.,Malignant neoplasm of brain stem ,15,
+B5170,Malignant neoplasm of cerebral peduncle ,15,
+B5171,Malignant neoplasm of medulla oblongata ,15,
+B5172,Malignant neoplasm of midbrain ,15,
+B5173,Malignant neoplasm of pons ,15,
+B517z,Malignant neoplasm of brain stem NOS ,15,
+B51y.,Malignant neoplasm of other parts of brain ,15,
+B51y0,Malignant neoplasm of corpus callosum ,15,
+B51y1,Malignant neoplasm of tapetum ,15,
+B51y2,"Malignant neoplasm, overlapping lesion of brain ",15,
+B51yz,Malignant neoplasm of other part of brain NOS ,15,
+B51z.,Malignant neoplasm of brain NOS ,15,
+B52..,Malig neop of other and unspecified parts of nervous system ,15,
+B520.,Malignant neoplasm of cranial nerves ,15,
+B5200,Malignant neoplasm of olfactory bulb ,15,
+B5201,Malignant neoplasm of optic nerve ,15,
+B5202,Malignant neoplasm of acoustic nerve ,15,
+B520z,Malignant neoplasm of cranial nerves NOS ,15,
+B521.,Malignant neoplasm of cerebral meninges ,15,
+B5210,Malignant neoplasm of cerebral dura mater ,15,
+B5211,Malignant neoplasm of cerebral arachnoid mater ,15,
+B5212,Malignant neoplasm of cerebral pia mater ,15,
+B521z,Malignant neoplasm of cerebral meninges NOS ,15,
+B522.,Malignant neoplasm of spinal cord ,15,
+B523.,Malignant neoplasm of spinal meninges ,15,
+B5230,Malignant neoplasm of spinal dura mater ,15,
+B5231,Malignant neoplasm of spinal arachnoid mater ,15,
+B5232,Malignant neoplasm of spinal pia mater ,15,
+B523z,Malignant neoplasm of spinal meninges NOS ,15,
+B524.,Malig neopl peripheral nerves and autonomic nervous system ,15,
+B5240,"Malignant neoplasm of peripheral nerves of head, face & neck",15,
+B5241,"Malignant neoplasm of peripheral nerve,upp limb,incl should ",15,
+B5242,"Malignant neoplasm of peripheral nerve of low limb, incl hip",15,
+B5243,Malignant neoplasm of peripheral nerve of thorax ,15,
+B5244,Malignant neoplasm of peripheral nerve of abdomen ,15,
+B5245,Malignant neoplasm of peripheral nerve of pelvis ,15,
+B5246,"Malignant neoplasm,overlap lesion periph nerve & auton ns ",15,
+B524W,"Mal neoplasm/periph nerves+autonomic nervous system,unspc ",15,
+B524X,"Malignant neoplasm/peripheral nerves of trunk,unspecified ",15,
+B525.,Malignant neoplasm of cauda equina ,15,
+B52W.,"Malig neopl, overlap lesion brain & other part of CNS ",15,
+B52X.,"Malignant neoplasm of meninges, unspecified ",15,
+B52y.,Malignant neoplasm of other specified part of nervous system,15,
+B52z.,Malignant neoplasm of nervous system NOS ,15,
+B53..,Malignant neoplasm of thyroid gland ,15,
+B54..,Malig neop of other endocrine glands and related structures ,15,
+B540.,Malignant neoplasm of adrenal gland ,15,
+B5400,Malignant neoplasm of adrenal cortex ,15,
+B5401,Malignant neoplasm of adrenal medulla ,15,
+B540z,Malignant neoplasm of adrenal gland NOS ,15,
+B541.,Malignant neoplasm of parathyroid gland ,15,
+B542.,Malignant neoplasm pituitary gland and craniopharyngeal duct,15,
+B5420,Malignant neoplasm of pituitary gland ,15,
+B5421,Malignant neoplasm of craniopharyngeal duct ,15,
+B542z,Malig neop pituitary gland or craniopharyngeal duct NOS ,15,
+B543.,Malignant neoplasm of pineal gland ,15,
+B544.,Malignant neoplasm of carotid body ,15,
+B545.,Malignant neoplasm of aortic body and other paraganglia ,15,
+B5450,Malignant neoplasm of glomus jugulare ,15,
+B5451,Malignant neoplasm of aortic body ,15,
+B5452,Malignant neoplasm of coccygeal body ,15,
+B545z,Malignant neoplasm of aortic body or paraganglia NOS ,15,
+B546.,Neuroblastoma ,15,
+B54X.,"Malignant neoplasm-pluriglandular involvement,unspecified ",15,
+B54y.,Malignant neoplasm of other specified endocrine gland ,15,
+B54z.,Malig neop of endocrine gland or related structure NOS ,15,
+B55..,Malignant neoplasm of other and ill-defined sites ,15,
+B550.,"Malignant neoplasm of head, neck and face ",15,
+B5500,Malignant neoplasm of head NOS ,15,
+B5501,Malignant neoplasm of cheek NOS ,15,
+B5502,Malignant neoplasm of nose NOS ,15,
+B5503,Malignant neoplasm of jaw NOS ,15,
+B5504,Malignant neoplasm of neck NOS ,15,
+B5505,Malignant neoplasm of supraclavicular fossa NOS ,15,
+B550z,"Malignant neoplasm of head, neck and face NOS ",15,
+B551.,Malignant neoplasm of thorax ,15,
+B5510,Malignant neoplasm of axilla NOS ,15,
+B5511,Malignant neoplasm of chest wall NOS ,15,
+B5512,Malignant neoplasm of intrathoracic site NOS ,15,
+B551z,Malignant neoplasm of thorax NOS ,15,
+B552.,Malignant neoplasm of abdomen ,15,
+B553.,Malignant neoplasm of pelvis ,15,
+B5530,Malignant neoplasm of inguinal region NOS ,15,
+B5531,Malignant neoplasm of presacral region ,15,
+B5532,Malignant neoplasm of sacrococcygeal region ,15,
+B553z,Malignant neoplasm of pelvis NOS ,15,
+B554.,Malignant neoplasm of upper limb NOS ,15,
+B555.,Malignant neoplasm of lower limb NOS ,15,
+B55y.,Malignant neoplasm of other specified sites ,15,
+B55y0,Malignant neoplasm of back NOS ,15,
+B55y1,Malignant neoplasm of trunk NOS ,15,
+B55y2,Malignant neoplasm of flank NOS ,15,
+B55yz,Malignant neoplasm of specified site NOS ,15,
+B55z.,Malignant neoplasm of other and ill defined site NOS ,15,
+B56..,Secondary and unspecified malignant neoplasm of lymph nodes ,15,
+B560.,Secondary and unspec malig neop lymph nodes head/face/neck ,15,
+B5600,Secondary and unspec malig neop of superficial parotid LN ,15,
+B5601,Secondary and unspec malignant neoplasm mastoid lymph nodes ,15,
+B5602,Secondary and unspec malig neop superficial cervical LN ,15,
+B5603,Secondary and unspec malignant neoplasm occipital lymph node,15,
+B5604,Secondary and unspec malig neop deep parotid lymph nodes ,15,
+B5605,Secondary and unspec malig neop submandibular lymph nodes ,15,
+B5606,Secondary and unspec malig neop of facial lymph nodes ,15,
+B5607,Secondary and unspec malig neop submental lymph nodes ,15,
+B5608,Secondary and unspec malig neop anterior cervical LN ,15,
+B5609,Secondary and unspec malig neop deep cervical LN ,15,
+B560z,Secondary unspec malig neop lymph nodes head/face/neck NOS ,15,
+B561.,Secondary and unspec malig neop intrathoracic lymph nodes ,15,
+B5610,Secondary and unspec malig neop internal mammary lymph nodes,15,
+B5611,Secondary and unspec malig neop intercostal lymph nodes ,15,
+B5612,Secondary and unspec malig neop diaphragmatic lymph nodes ,15,
+B5613,Secondary and unspec malig neop ant mediastinal lymph nodes ,15,
+B5614,Secondary and unspec malig neop post mediastinal lymph nodes,15,
+B5615,Secondary and unspec malig neop paratracheal lymph nodes ,15,
+B5616,Secondary and unspec malig neop superfic tracheobronchial LN,15,
+B5617,Secondary and unspec malig neop inferior tracheobronchial LN,15,
+B5618,Secondary and unspec malig neop bronchopulmonary lymph nodes,15,
+B5619,Secondary and unspec malig neop pulmonary lymph nodes ,15,
+B561z,Secondary and unspec malig neop intrathoracic LN NOS ,15,
+B562.,Secondary and unspec malig neop intra-abdominal lymph nodes ,15,
+B5620,Secondary and unspec malig neop coeliac lymph nodes ,15,
+B5621,Secondary and unspec malig neop superficial mesenteric LN ,15,
+B5622,Secondary and unspec malig neop inferior mesenteric LN ,15,
+B5623,Secondary and unspec malig neop common iliac lymph nodes ,15,
+B5624,Secondary and unspec malig neop external iliac lymph nodes ,15,
+B562z,Secondary and unspec malig neop intra-abdominal LN NOS ,15,
+B563.,Secondary and unspec malig neop axilla and upper limb LN ,15,
+B5630,Secondary and unspec malig neop axillary lymph nodes ,15,
+B5631,Secondary and unspec malig neop supratrochlear lymph nodes ,15,
+B5632,Secondary and unspec malig neop infraclavicular lymph nodes ,15,
+B5633,Secondary and unspec malig neop pectoral lymph nodes ,15,
+B563z,Secondary and unspec malig neop axilla and upper limb LN NOS,15,
+B564.,Secondary and unspec malig neop inguinal and lower limb LN ,15,
+B5640,Secondary and unspec malig neop superficial inguinal LN ,15,
+B5641,Secondary and unspec malig neop deep inguinal lymph nodes ,15,
+B5642,Secondary and unspec malig neop popliteal lymph nodes ,15,
+B564z,Secondary and unspec malig neop of inguinal and leg LN NOS ,15,
+B565.,Secondary and unspec malig neop intrapelvic lymph nodes ,15,
+B5650,Secondary and unspec malig neop internal iliac lymph nodes ,15,
+B5651,Secondary and unspec malig neop inferior epigastric LN ,15,
+B5652,Secondary and unspec malig neop circumflex iliac LN ,15,
+B5653,Secondary and unspec malig neop sacral lymph nodes ,15,
+B5654,Secondary and unspec malig neop obturator lymph nodes ,15,
+B565z,Secondary and unspec malig neop intrapelvic LN NOS ,15,
+B56y.,Secondary and unspec malig neop lymph nodes multiple sites ,15,
+B56z.,Secondary and unspec malig neop lymph nodes NOS ,15,
+B57..,Secondary malig neop of respiratory and digestive systems ,15,
+B570.,Secondary malignant neoplasm of lung ,15,
+B571.,Secondary malignant neoplasm of mediastinum ,15,
+B572.,Secondary malignant neoplasm of pleura ,15,
+B573.,Secondary malignant neoplasm of other respiratory organs ,15,
+B574.,Secondary malignant neoplasm of small intestine and duodenum,15,
+B5740,Secondary malignant neoplasm of duodenum ,15,
+B5741,Secondary malignant neoplasm of jejunum ,15,
+B5742,Secondary malignant neoplasm of ileum ,15,
+B574z,Secondary malig neop of small intestine or duodenum NOS ,15,
+B575.,Secondary malignant neoplasm of large intestine and rectum ,15,
+B5750,Secondary malignant neoplasm of colon ,15,
+B5751,Secondary malignant neoplasm of rectum ,15,
+B575z,Secondary malig neop of large intestine or rectum NOS ,15,
+B576.,Secondary malig neop of retroperitoneum and peritoneum ,15,
+B5760,Secondary malignant neoplasm of retroperitoneum ,15,
+B5761,Secondary malignant neoplasm of peritoneum ,15,
+B5762,Malignant ascites ,15,
+B576z,Secondary malig neop of retroperitoneum or peritoneum NOS ,15,
+B577.,Secondary malignant neoplasm of liver ,15,
+B57y.,Secondary malignant neoplasm of other digestive organ ,15,
+B57z.,Secondary malig neop of respiratory or digestive system NOS ,15,
+B58..,Secondary malignant neoplasm of other specified sites ,15,
+B580.,Secondary malignant neoplasm of kidney ,15,
+B581.,Secondary malignant neoplasm of other urinary organs ,15,
+B5810,Secondary malignant neoplasm of ureter ,15,
+B5811,Secondary malignant neoplasm of bladder ,15,
+B5812,Secondary malignant neoplasm of urethra ,15,
+B581z,Secondary malignant neoplasm of other urinary organ NOS ,15,
+B582.,Secondary malignant neoplasm of skin ,15,
+B5820,Secondary malignant neoplasm of skin of head ,15,
+B5821,Secondary malignant neoplasm of skin of face ,15,
+B5822,Secondary malignant neoplasm of skin of neck ,15,
+B5823,Secondary malignant neoplasm of skin of trunk ,15,
+B5824,Secondary malignant neoplasm of skin of shoulder and arm ,15,
+B5825,Secondary malignant neoplasm of skin of hip and leg ,15,
+B5826,Secondary malignant neoplasm of skin of breast ,15,
+B582z,Secondary malignant neoplasm of skin NOS ,15,
+B583.,Secondary malignant neoplasm of brain and spinal cord ,15,
+B5830,Secondary malignant neoplasm of brain ,15,
+B5831,Secondary malignant neoplasm of spinal cord ,15,
+B5832,Cerebral metastasis ,15,
+B583z,Secondary malignant neoplasm of brain or spinal cord NOS ,15,
+B584.,Secondary malignant neoplasm of other part of nervous system,15,
+B585.,Secondary malignant neoplasm of bone and bone marrow ,15,
+B5850,Pathological fracture due to metastatic bone disease ,15,
+B586.,Secondary malignant neoplasm of ovary ,15,
+B587.,Secondary malignant neoplasm of adrenal gland ,15,
+B58y.,Secondary malignant neoplasm of other specified sites ,15,
+B58y0,Secondary malignant neoplasm of breast ,15,
+B58y1,Secondary malignant neoplasm of uterus ,15,
+B58y2,Secondary malignant neoplasm of cervix uteri ,15,
+B58y3,Secondary malignant neoplasm of vagina ,15,
+B58y4,Secondary malignant neoplasm of vulva ,15,
+B58y5,Secondary malignant neoplasm of prostate ,15,
+B58y6,Secondary malignant neoplasm of testis ,15,
+B58y7,Secondary malignant neoplasm of penis ,15,
+B58y8,Secondary malignant neoplasm of epididymis and vas deferens ,15,
+B58y9,Secondary malignant neoplasm of tongue ,15,
+B58yz,Secondary malignant neoplasm of other specified site NOS ,15,
+B58z.,Secondary malignant neoplasm of other specified site NOS ,15,
+B59..,Malignant neoplasm of unspecified site ,15,
+B590.,Disseminated malignancy NOS ,15,
+B591.,Other malignant neoplasm NOS ,15,
+B592.,Malignant neoplasms of independent (primary) multiple sites ,15,
+B592X,Kaposi's sarcoma of multiple organs ,15,
+B593.,Primary malignant neoplasm of unknown site ,15,
+B594.,Secondary malignant neoplasm of unknown site ,15,
+B59z.,Malignant neoplasm of unspecified site NOS ,15,
+B59zX,"Kaposi's sarcoma, unspecified ",15,
+B5y..,Malignant neoplasm of other and unspecified site OS ,15,
+B5z..,Malignant neoplasm of other and unspecified site NOS ,15,
+B6...,Malignant neoplasm of lymphatic and haemopoietic tissue ,15,
+B60..,Lymphosarcoma and reticulosarcoma ,15,
+B600.,Reticulosarcoma ,15,
+B6000,Reticulosarcoma of unspecified site ,15,
+B6001,"Reticulosarcoma of lymph nodes of head, face and neck ",15,
+B6002,Reticulosarcoma of intrathoracic lymph nodes ,15,
+B6003,Reticulosarcoma of intra-abdominal lymph nodes ,15,
+B6004,Reticulosarcoma of lymph nodes of axilla and upper limb ,15,
+B6005,Reticulosarcoma of lymph nodes of inguinal region and leg ,15,
+B6006,Reticulosarcoma of intrapelvic lymph nodes ,15,
+B6007,Reticulosarcoma of spleen ,15,
+B6008,Reticulosarcoma of lymph nodes of multiple sites ,15,
+B600z,Reticulosarcoma NOS ,15,
+B601.,Lymphosarcoma ,15,
+B6010,Lymphosarcoma of unspecified site ,15,
+B6011,"Lymphosarcoma of lymph nodes of head, face and neck ",15,
+B6012,Lymphosarcoma of intrathoracic lymph nodes ,15,
+B6013,Lymphosarcoma of intra-abdominal lymph nodes ,15,
+B6014,Lymphosarcoma of lymph nodes of axilla and upper limb ,15,
+B6015,Lymphosarcoma of lymph nodes of inguinal region and leg ,15,
+B6016,Lymphosarcoma of intrapelvic lymph nodes ,15,
+B6017,Lymphosarcoma of spleen ,15,
+B6018,Lymphosarcoma of lymph nodes of multiple sites ,15,
+B601z,Lymphosarcoma NOS ,15,
+B602.,Burkitt's lymphoma ,15,
+B6020,Burkitt's lymphoma of unspecified site ,15,
+B6021,"Burkitt's lymphoma of lymph nodes of head, face and neck ",15,
+B6022,Burkitt's lymphoma of intrathoracic lymph nodes ,15,
+B6023,Burkitt's lymphoma of intra-abdominal lymph nodes ,15,
+B6024,Burkitt's lymphoma of lymph nodes of axilla and upper limb ,15,
+B6025,Burkitt's lymphoma of lymph nodes of inguinal region and leg,15,
+B6026,Burkitt's lymphoma of intrapelvic lymph nodes ,15,
+B6027,Burkitt's lymphoma of spleen ,15,
+B6028,Burkitt's lymphoma of lymph nodes of multiple sites ,15,
+B602z,Burkitt's lymphoma NOS ,15,
+B60y.,Other specified reticulosarcoma or lymphosarcoma ,15,
+B60z.,Reticulosarcoma or lymphosarcoma NOS ,15,
+B61..,Hodgkin's disease ,15,
+B610.,Hodgkin's paragranuloma ,15,
+B6100,Hodgkin's paragranuloma of unspecified site ,15,
+B6101,"Hodgkin's paragranuloma of lymph nodes of head, face, neck ",15,
+B6102,Hodgkin's paragranuloma of intrathoracic lymph nodes ,15,
+B6103,Hodgkin's paragranuloma of intra-abdominal lymph nodes ,15,
+B6104,Hodgkin's paragranuloma of lymph nodes of axilla and arm ,15,
+B6105,Hodgkin's paragranuloma lymph nodes inguinal region and leg ,15,
+B6106,Hodgkin's paragranuloma of intrapelvic lymph nodes ,15,
+B6107,Hodgkin's paragranuloma of spleen ,15,
+B6108,Hodgkin's paragranuloma of lymph nodes of multiple sites ,15,
+B610z,Hodgkin's paragranuloma NOS ,15,
+B611.,Hodgkin's granuloma ,15,
+B6110,Hodgkin's granuloma of unspecified site ,15,
+B6111,"Hodgkin's granuloma of lymph nodes of head, face and neck ",15,
+B6112,Hodgkin's granuloma of intrathoracic lymph nodes ,15,
+B6113,Hodgkin's granuloma of intra-abdominal lymph nodes ,15,
+B6114,Hodgkin's granuloma of lymph nodes of axilla and upper limb ,15,
+B6115,Hodgkin's granuloma lymph nodes of inguinal region and leg ,15,
+B6116,Hodgkin's granuloma of intrapelvic lymph nodes ,15,
+B6117,Hodgkin's granuloma of spleen ,15,
+B6118,Hodgkin's granuloma of lymph nodes of multiple sites ,15,
+B611z,Hodgkin's granuloma NOS ,15,
+B612.,Hodgkin's sarcoma ,15,
+B6120,Hodgkin's sarcoma of unspecified site ,15,
+B6121,"Hodgkin's sarcoma of lymph nodes of head, face and neck ",15,
+B6122,Hodgkin's sarcoma of intrathoracic lymph nodes ,15,
+B6123,Hodgkin's sarcoma of intra-abdominal lymph nodes ,15,
+B6124,Hodgkin's sarcoma of lymph nodes of axilla and upper limb ,15,
+B6125,Hodgkin's sarcoma of lymph nodes of inguinal region and leg ,15,
+B6126,Hodgkin's sarcoma of intrapelvic lymph nodes ,15,
+B6127,Hodgkin's sarcoma of spleen ,15,
+B6128,Hodgkin's sarcoma of lymph nodes of multiple sites ,15,
+B612z,Hodgkin's sarcoma NOS ,15,
+B613.,"Hodgkin's disease, lymphocytic-histiocytic predominance ",15,
+B6130,"Hodgkin's, lymphocytic-histiocytic predominance unspec site ",15,
+B6131,"Hodgkin's, lymphocytic-histiocytic pred of head, face, neck ",15,
+B6132,"Hodgkin's, lymphocytic-histiocytic pred intrathoracic nodes ",15,
+B6133,"Hodgkin's, lymphocytic-histiocytic pred intra-abdominal node",15,
+B6134,"Hodgkin's, lymphocytic-histiocytic pred axilla and arm ",15,
+B6135,"Hodgkin's, lymphocytic-histiocytic pred inguinal and leg ",15,
+B6136,"Hodgkin's, lymphocytic-histiocytic pred intrapelvic nodes ",15,
+B6137,"Hodgkin's, lymphocytic-histiocytic predominance of spleen ",15,
+B6138,"Hodgkin's, lymphocytic-histiocytic pred of multiple sites ",15,
+B613z,"Hodgkin's, lymphocytic-histiocytic predominance NOS ",15,
+B614.,"Hodgkin's disease, nodular sclerosis ",15,
+B6140,"Hodgkin's disease, nodular sclerosis of unspecified site ",15,
+B6141,"Hodgkin's nodular sclerosis of head, face and neck ",15,
+B6142,Hodgkin's nodular sclerosis of intrathoracic lymph nodes ,15,
+B6143,Hodgkin's nodular sclerosis of intra-abdominal lymph nodes ,15,
+B6144,Hodgkin's nodular sclerosis of lymph nodes of axilla and arm,15,
+B6145,Hodgkin's nodular sclerosis of inguinal region and leg ,15,
+B6146,Hodgkin's nodular sclerosis of intrapelvic lymph nodes ,15,
+B6147,"Hodgkin's disease, nodular sclerosis of spleen ",15,
+B6148,Hodgkin's nodular sclerosis of lymph nodes of multiple sites,15,
+B614z,"Hodgkin's disease, nodular sclerosis NOS ",15,
+B615.,"Hodgkin's disease, mixed cellularity ",15,
+B6150,"Hodgkin's disease, mixed cellularity of unspecified site ",15,
+B6151,"Hodgkin's mixed cellularity of lymph nodes head, face, neck ",15,
+B6152,Hodgkin's mixed cellularity of intrathoracic lymph nodes ,15,
+B6153,Hodgkin's mixed cellularity of intra-abdominal lymph nodes ,15,
+B6154,Hodgkin's mixed cellularity of lymph nodes of axilla and arm,15,
+B6155,Hodgkin's mixed cellularity of lymph nodes inguinal and leg ,15,
+B6156,Hodgkin's mixed cellularity of intrapelvic lymph nodes ,15,
+B6157,"Hodgkin's disease, mixed cellularity of spleen ",15,
+B6158,Hodgkin's mixed cellularity of lymph nodes of multiple sites,15,
+B615z,"Hodgkin's disease, mixed cellularity NOS ",15,
+B616.,"Hodgkin's disease, lymphocytic depletion ",15,
+B6160,Hodgkin's lymphocytic depletion of unspecified site ,15,
+B6161,"Hodgkin's lymphocytic depletion of head, face and neck ",15,
+B6162,Hodgkin's lymphocytic depletion of intrathoracic lymph nodes,15,
+B6163,Hodgkin's lymphocytic depletion intra-abdominal lymph nodes ,15,
+B6164,Hodgkin's lymphocytic depletion lymph nodes axilla and arm ,15,
+B6165,Hodgkin's lymphocytic depletion lymph nodes inguinal and leg,15,
+B6166,Hodgkin's lymphocytic depletion of intrapelvic lymph nodes ,15,
+B6167,"Hodgkin's disease, lymphocytic depletion of spleen ",15,
+B6168,Hodgkin's lymphocytic depletion lymph nodes multiple sites ,15,
+B616z,"Hodgkin's disease, lymphocytic depletion NOS ",15,
+B61z.,Hodgkin's disease NOS ,15,
+B61z0,"Hodgkin's disease NOS, unspecified site ",15,
+B61z1,"Hodgkin's disease NOS of lymph nodes of head, face and neck ",15,
+B61z2,Hodgkin's disease NOS of intrathoracic lymph nodes ,15,
+B61z3,Hodgkin's disease NOS of intra-abdominal lymph nodes ,15,
+B61z4,Hodgkin's disease NOS of lymph nodes of axilla and arm ,15,
+B61z5,Hodgkin's disease NOS of lymph nodes inguinal region and leg,15,
+B61z6,Hodgkin's disease NOS of intrapelvic lymph nodes ,15,
+B61z7,Hodgkin's disease NOS of spleen ,15,
+B61z8,Hodgkin's disease NOS of lymph nodes of multiple sites ,15,
+B61zz,Hodgkin's disease NOS ,15,
+B62..,Other malignant neoplasm of lymphoid and histiocytic tissue ,15,
+B620.,Nodular lymphoma (Brill - Symmers disease) ,15,
+B6200,Nodular lymphoma of unspecified site ,15,
+B6201,"Nodular lymphoma of lymph nodes of head, face and neck ",15,
+B6202,Nodular lymphoma of intrathoracic lymph nodes ,15,
+B6203,Nodular lymphoma of intra-abdominal lymph nodes ,15,
+B6204,Nodular lymphoma of lymph nodes of axilla and upper limb ,15,
+B6205,Nodular lymphoma of lymph nodes of inguinal region and leg ,15,
+B6206,Nodular lymphoma of intrapelvic lymph nodes ,15,
+B6207,Nodular lymphoma of spleen ,15,
+B6208,Nodular lymphoma of lymph nodes of multiple sites ,15,
+B620z,Nodular lymphoma NOS ,15,
+B621.,Mycosis fungoides ,15,
+B6210,Mycosis fungoides of unspecified site ,15,
+B6211,"Mycosis fungoides of the lymph nodes of head, face and neck ",15,
+B6212,Mycosis fungoides of intrathoracic lymph nodes ,15,
+B6213,Mycosis fungoides of intra-abdominal lymph nodes ,15,
+B6214,Mycosis fungoides of lymph nodes of axilla and upper limb ,15,
+B6215,Mycosis fungoides of lymph nodes of inguinal region and leg ,15,
+B6216,Mycosis fungoides of intrapelvic lymph nodes ,15,
+B6217,Mycosis fungoides of spleen ,15,
+B6218,Mycosis fungoides of lymph nodes of multiple sites ,15,
+B621z,Mycosis fungoides NOS ,15,
+B622.,Sezary's disease ,15,
+B6220,Sezary's disease of unspecified site ,15,
+B6221,"Sezary's disease of lymph nodes of head, face and neck ",15,
+B6222,Sezary's disease of intrathoracic lymph nodes ,15,
+B6223,Sezary's disease of intra-abdominal lymph nodes ,15,
+B6224,Sezary's disease of lymph nodes of axilla and upper limb ,15,
+B6225,Sezary's disease of lymph nodes of inguinal region and leg ,15,
+B6226,Sezary's disease of intrapelvic lymph nodes ,15,
+B6227,Sezary's disease of spleen ,15,
+B6228,Sezary's disease of lymph nodes of multiple sites ,15,
+B622z,Sezary's disease NOS ,15,
+B623.,Malignant histiocytosis ,15,
+B6230,Malignant histiocytosis of unspecified site ,15,
+B6231,"Malignant histiocytosis of lymph nodes head, face and neck ",15,
+B6232,Malignant histiocytosis of intrathoracic lymph nodes ,15,
+B6233,Malignant histiocytosis of intra-abdominal lymph nodes ,15,
+B6234,Malignant histiocytosis of lymph nodes of axilla and arm ,15,
+B6235,Malignant histiocytosis of lymph nodes inguinal and leg ,15,
+B6236,Malignant histiocytosis of intrapelvic lymph nodes ,15,
+B6237,Malignant histiocytosis of spleen ,15,
+B6238,Malignant histiocytosis of lymph nodes of multiple sites ,15,
+B623z,Malignant histiocytosis NOS ,15,
+B624.,Leukaemic reticuloendotheliosis ,15,
+B6240,Leukaemic reticuloendotheliosis of unspecified sites ,15,
+B6241,"Leukaemic reticuloend of lymph nodes of head, face and neck ",15,
+B6242,Leukaemic reticuloendotheliosis of intrathoracic lymph nodes,15,
+B6243,Leukaemic reticuloend of intra-abdominal lymph nodes ,15,
+B6244,Leukaemic reticuloend of lymph nodes of axilla and arm ,15,
+B6245,Leukaemic reticuloend of lymph nodes inguinal region and leg,15,
+B6246,Leukaemic reticuloendotheliosis of intrapelvic lymph nodes ,15,
+B6247,Leukaemic reticuloendotheliosis of spleen ,15,
+B6248,Leukaemic reticuloend of lymph nodes of multiple sites ,15,
+B624z,Leukaemic reticuloendotheliosis NOS ,15,
+B625.,Letterer-Siwe disease ,15,
+B6250,Letterer-Siwe disease of unspecified sites ,15,
+B6251,"Letterer-Siwe disease of lymph nodes of head, face and neck ",15,
+B6252,Letterer-Siwe disease of intrathoracic lymph nodes ,15,
+B6253,Letterer-Siwe disease of intra-abdominal lymph nodes ,15,
+B6254,Letterer-Siwe disease of lymph nodes of axilla and arm ,15,
+B6255,Letterer-Siwe disease of lymph nodes inguinal region and leg,15,
+B6256,Letterer-Siwe disease of intrapelvic lymph nodes ,15,
+B6257,Letterer-Siwe disease of spleen ,15,
+B6258,Letterer-Siwe disease of lymph nodes of multiple sites ,15,
+B625z,Letterer-Siwe disease NOS ,15,
+B626.,Malignant mast cell tumours ,15,
+B6260,Mast cell malignancy of unspecified site ,15,
+B6261,"Mast cell malignancy of lymph nodes of head, face and neck ",15,
+B6262,Mast cell malignancy of intrathoracic lymph nodes ,15,
+B6263,Mast cell malignancy of intra-abdominal lymph nodes ,15,
+B6264,Mast cell malignancy of lymph nodes of axilla and upper limb,15,
+B6265,Mast cell malignancy of lymph nodes inguinal region and leg ,15,
+B6266,Mast cell malignancy of intrapelvic lymph nodes ,15,
+B6267,Mast cell malignancy of spleen ,15,
+B6268,Mast cell malignancy of lymph nodes of multiple sites ,15,
+B626z,Malignant mast cell tumour NOS ,15,
+B627.,Non - Hodgkin's lymphoma ,15,
+B6270,Follicular non-Hodgkin's small cleaved cell lymphoma ,15,
+B6271,Follicular non-Hodg mixed sml cleavd & lge cell lymphoma ,15,
+B6272,Follicular non-Hodgkin's large cell lymphoma ,15,
+B6273,Diffuse non-Hodgkin's small cell (diffuse) lymphoma ,15,
+B6274,Diffuse non-Hodgkin's small cleaved cell (diffuse) lymphoma ,15,
+B6275,Diffuse non-Hodgkin mixed sml & lge cell (diffuse) lymphoma ,15,
+B6276,Diffuse non-Hodgkin's immunoblastic (diffuse) lymphoma ,15,
+B6277,Diffuse non-Hodgkin's lymphoblastic (diffuse) lymphoma ,15,
+B6278,Diffuse non-Hodgkin's lymphoma undifferentiated (diffuse) ,15,
+B6279,Mucosa-associated lymphoma ,15,
+B627A,Diffuse non-Hodgkin's large cell lymphoma ,15,
+B627B,Other types of follicular non-Hodgkin's lymphoma ,15,
+B627C,Follicular non-Hodgkin's lymphoma ,15,
+B627D,Diffuse non-Hodgkin's centroblastic lymphoma ,15,
+B627E,Diffuse large B-cell lymphoma ,15,
+B627W,Unspecified B-cell non-Hodgkin's lymphoma ,15,
+B627X,"Diffuse non-Hodgkin's lymphoma, unspecified ",15,
+B62x.,Malignant lymphoma otherwise specified ,15,
+B62x0,T-zone lymphoma ,15,
+B62x1,Lymphoepithelioid lymphoma ,15,
+B62x2,Peripheral T-cell lymphoma ,15,
+B62x3,Malignant reticuloendotheliosis ,15,
+B62x4,Malignant reticulosis ,15,
+B62x5,Malignant immunoproliferative small intestinal disease ,15,
+B62x6,True histiocytic lymphoma ,15,
+B62xX,Oth and unspecif peripheral & cutaneous T-cell lymphomas ,15,
+B62y.,Malignant lymphoma NOS ,15,
+B62y0,Malignant lymphoma NOS of unspecified site ,15,
+B62y1,"Malignant lymphoma NOS of lymph nodes of head, face and neck",15,
+B62y2,Malignant lymphoma NOS of intrathoracic lymph nodes ,15,
+B62y3,Malignant lymphoma NOS of intra-abdominal lymph nodes ,15,
+B62y4,Malignant lymphoma NOS of lymph nodes of axilla and arm ,15,
+B62y5,Malignant lymphoma NOS of lymph node inguinal region and leg,15,
+B62y6,Malignant lymphoma NOS of intrapelvic lymph nodes ,15,
+B62y7,Malignant lymphoma NOS of spleen ,15,
+B62y8,Malignant lymphoma NOS of lymph nodes of multiple sites ,15,
+B62yz,Malignant lymphoma NOS ,15,
+B62z.,Malignant neoplasms of lymphoid and histiocytic tissue NOS ,15,
+B62z0,Unspec malig neop lymphoid/histiocytic of unspecified site ,15,
+B62z1,Unspec malig neop lymphoid/histiocytic lymph node head/neck ,15,
+B62z2,Unspec malig neop lymphoid/histiocytic of intrathoracic node,15,
+B62z3,Unspec malig neop lymphoid/histiocytic intra-abdominal nodes,15,
+B62z4,Unspec malig neop lymphoid/histiocytic lymph node axilla/arm,15,
+B62z5,Unspec malig neop lymphoid/histiocytic nodes inguinal/leg ,15,
+B62z6,Unspec malig neop lymphoid/histiocytic of intrapelvic nodes ,15,
+B62z7,Unspec malig neop lymphoid/histiocytic of spleen ,15,
+B62z8,Unspec malig neop lymphoid/histiocytic of multiple sites ,15,
+B62zz,Lymphoid and histiocytic malignancy NOS ,15,
+B63..,Multiple myeloma and immunoproliferative neoplasms ,15,
+B630.,Multiple myeloma ,15,
+B6300,"Malignant plasma cell neoplasm, extramedullary plasmacytoma ",15,
+B6301,Solitary myeloma ,15,
+B6302,Plasmacytoma NOS ,15,
+B6303,Lambda light chain myeloma ,15,
+B631.,Plasma cell leukaemia ,15,
+B63y.,Other immunoproliferative neoplasms ,15,
+B63z.,Immunoproliferative neoplasm or myeloma NOS ,15,
+B64..,Lymphoid leukaemia ,15,
+B640.,Acute lymphoid leukaemia ,15,
+B641.,Chronic lymphoid leukaemia ,15,
+B642.,Subacute lymphoid leukaemia ,15,
+B64y.,Other lymphoid leukaemia ,15,
+B64y0,Aleukaemic lymphoid leukaemia ,15,
+B64y1,Prolymphocytic leukaemia ,15,
+B64y2,Adult T-cell leukaemia ,15,
+B64yz,Other lymphoid leukaemia NOS ,15,
+B64z.,Lymphoid leukaemia NOS ,15,
+B65..,Myeloid leukaemia ,15,
+B650.,Acute myeloid leukaemia ,15,
+B651.,Chronic myeloid leukaemia ,15,
+B6510,Chronic eosinophilic leukaemia ,15,
+B6512,Chronic neutrophilic leukaemia ,15,
+B651z,Chronic myeloid leukaemia NOS ,15,
+B652.,Subacute myeloid leukaemia ,15,
+B653.,Myeloid sarcoma ,15,
+B6530,Chloroma ,15,
+B6531,Granulocytic sarcoma ,15,
+B653z,Myeloid sarcoma NOS ,15,
+B65y.,Other myeloid leukaemia ,15,
+B65y0,Aleukaemic myeloid leukaemia ,15,
+B65y1,Acute promyelocytic leukaemia ,15,
+B65yz,Other myeloid leukaemia NOS ,15,
+B65z.,Myeloid leukaemia NOS ,15,
+B66..,Monocytic leukaemia ,15,
+B660.,Acute monocytic leukaemia ,15,
+B661.,Chronic monocytic leukaemia ,15,
+B662.,Subacute monocytic leukaemia ,15,
+B66y.,Other monocytic leukaemia ,15,
+B66y0,Aleukaemic monocytic leukaemia ,15,
+B66yz,Other monocytic leukaemia NOS ,15,
+B66z.,Monocytic leukaemia NOS ,15,
+B67..,Other specified leukaemia ,15,
+B670.,Acute erythraemia and erythroleukaemia ,15,
+B671.,Chronic erythraemia ,15,
+B672.,Megakaryocytic leukaemia ,15,
+B673.,Mast cell leukaemia ,15,
+B674.,Acute panmyelosis ,15,
+B675.,Acute myelofibrosis ,15,
+B67y.,Other and unspecified leukaemia ,15,
+B67y0,Lymphosarcoma cell leukaemia ,15,
+B67yz,Other and unspecified leukaemia NOS ,15,
+B67z.,Other specified leukaemia NOS ,15,
+B68..,Leukaemia of unspecified cell type ,15,
+B680.,Acute leukaemia NOS ,15,
+B681.,Chronic leukaemia NOS ,15,
+B682.,Subacute leukaemia NOS ,15,
+B68y.,Other leukaemia of unspecified cell type ,15,
+B68z.,Leukaemia NOS ,15,
+B69..,Myelomonocytic leukaemia ,15,
+B690.,Acute myelomonocytic leukaemia ,15,
+B691.,Chronic myelomonocytic leukaemia ,15,
+B692.,Subacute myelomonocytic leukaemia ,15,
+B6y..,Malignant neoplasm lymphatic or haematopoietic tissue OS ,15,
+B6y0.,Myeloproliferative disorder ,15,
+B6y1.,Myelosclerosis with myeloid metaplasia ,15,
+B6z..,Malignant neoplasm lymphatic or haematopoietic tissue NOS ,15,
+B6z0.,Kaposi's sarcoma of lymph nodes ,15,
+B831.,Carcinoma in situ of cervix uteri ,15,
+B8310,Carcinoma in situ of endocervix,15,
+B8311,Carcinoma in situ of exocervix,15,
+ByuFA,[X]Carcinoma in situ of other parts of cervix,15,
+BB2K.,[M]Queyrat's erythroplasia,15,
+BBG4.,[M]Periosteal fibroma,15,
+BBG5.,[M]Periosteal fibrosarcoma,15,
+BBGN.,[M]Myofibromatosis,15,
+BBGP.,[M]Pigmented dermatofibrosarcoma protuberans,15,
+BBm1.,[M]Malignant histiocytosis,15,
+BBm4.,[M]True histiocytic lymphoma,15,
+BBM6.,[M]Mucinous adenofibroma,15,
+BBM7.,[M]Cellular intracanalicular fibroadenoma,15,
+BBM8.,[M]Cystosarcoma phyllodes NOS,15,
+BBmA.,[M] Refractory anaemia with sideroblasts,15,
+BBmB.,[M]Refractory anaemia+excess of blasts with transformation,15,
+BBmC.,[M] T-gamma lymphoproliferative disease,15,
+BBmE.,[M] Gamma heavy chain disease,15,
+BBmF.,[M] Angiocentric immunoproliferative lesion,15,
+BBmG.,[M] Immunoproliferative small intestinal disease,15,
+BBmK.,[M]Waldenstrom's macroglobulinaemia,15,
+BBmz.,[M]Miscellaneous reticuloendothelial neoplasm NOS,15,
+BBN0.,"[M]Synovioma, benign",15,
+BBN1.,[M]Synovial sarcoma NOS,15,
+BBN2.,"[M]Synovial sarcoma, spindle cell type",15,
+BBN3.,"[M]Synovial sarcoma, epithelioid cell type",15,
+BBNz.,[M]Synovial neoplasm NOS,15,
+BBrA6,[M]Acute panmyelosis,15,
+BBrA7,[M]Acute myelofibrosis,15,
+BBrA8,[M]Leukaemic reticuloendotheliosis,15,
+BBs..,[M]Misc myeloproliferative and lymphoproliferative disorders,15,
+BBs0.,[M]Polycythaemia vera,15,
+BBS1.,[M]Mesonephric tumour,15,
+BBS2.,"[M]Mesonephroma, malignant",15,
+BBs4.,[M]Idiopathic thrombocythaemia,15,
+BBs5.,[M]Chronic lymphoproliferative disease,15,
+BBsz.,[M]Misc myeloproliferative or lymphoproliferative dis NOS,15,
+ByuD.,"[X]Malignant neoplasms of lymphoid, haematopoietic and rela",15,
+ByuD4,[X]Other malignant immunoproliferative diseases,15,
+ByuDA,"[X]Oth spcf mal neoplsm/lymphoid,haematopoietic+rltd tissue",15,
+ByuDB,"[X]Mal neoplasm/lymphoid,haematopoietic+related tissu,unspcf",15,
+BBR..,[M]Trophoblastic neoplasms,15,
+BBr0.,[M]Leukaemias unspecified,15,
+BBr00,[M]Leukaemia NOS,15,
+BBr01,[M]Acute leukaemia NOS,15,
+BBr02,[M]Subacute leukaemia NOS,15,
+BBr03,[M]Chronic leukaemia NOS,15,
+BBr04,[M]Aleukaemic leukaemia NOS,15,
+BBr0z,"[M]Leukaemia unspecified, NOS",15,
+BBR1.,[M]Invasive hydatidiform mole,15,
+BBr10,[M]Compound leukaemia,15,
+BBr1z,[M]Compound leukaemia NOS,15,
+BBr2.,[M]Lymphoid leukaemias,15,
+BBr20,[M]Lymphoid leukaemia NOS,15,
+BBr21,[M]Acute lymphoid leukaemia,15,
+BBr22,[M]Subacute lymphoid leukaemia,15,
+BBr23,[M]Chronic lymphoid leukaemia,15,
+BBr24,[M]Aleukaemic lymphoid leukaemia,15,
+BBr25,[M]Prolymphocytic leukaemia,15,
+BBr26,[M]Burkitt's cell leukaemia,15,
+BBr27,[M]Adult T-cell leukaemia/lymphoma,15,
+BBr2z,[M]Other lymphoid leukaemia NOS,15,
+BBr3.,[M]Plasma cell leukaemias,15,
+BBr30,[M]Plasma cell leukaemia,15,
+BBr3z,[M]Plasma cell leukaemia NOS,15,
+BBR4.,"[M]Malignant teratoma, trophoblastic",15,
+BBr40,[M]Erythroleukaemia,15,
+BBr41,[M]Acute erythraemia,15,
+BBr42,[M]Chronic erythraemia,15,
+BBr4z,[M]Erythroleukaemia NOS,15,
+BBR5.,[M]Partial hydatidiform mole,15,
+BBr50,[M]Lymphosarcoma cell leukaemia,15,
+BBr5z,[M]Lymphosarcoma cell leukaemia NOS,15,
+BBR6.,[M]Placental site trophoblastic tumour,15,
+BBr60,[M]Myeloid leukaemia NOS,15,
+BBr61,[M]Acute myeloid leukaemia,15,
+BBr62,[M]Subacute myeloid leukaemia,15,
+BBr63,[M]Chronic myeloid leukaemia,15,
+BBr64,[M]Aleukaemic myeloid leukaemia,15,
+BBr65,[M]Neutrophilic leukaemia,15,
+BBr66,[M]Acute promyelocytic leukaemia,15,
+BBr67,[M]Acute myelomonocytic leukaemia,15,
+BBr68,[M]Chronic myelomonocytic leukaemia,15,
+BBr6z,[M]Other myeloid leukaemia NOS,15,
+BBR7.,[M]Classical hydatidiform mole,15,
+BBr70,[M]Basophilic leukaemia,15,
+BBr7z,[M]Basophilic leukaemia NOS,15,
+BBr8.,[M]Eosinophilic leukaemias,15,
+BBr80,[M]Eosinophilic leukaemia,15,
+BBr8z,[M]Eosinophilic leukaemia NOS,15,
+BBr9.,[M]Monocytic leukaemias,15,
+BBr90,[M]Monocytic leukaemia NOS,15,
+BBr91,[M]Acute monocytic leukaemia,15,
+BBr92,[M]Subacute monocytic leukaemia,15,
+BBr93,[M]Chronic monocytic leukaemia,15,
+BBr94,[M]Aleukaemic monocytic leukaemia,15,
+BBr9z,[M]Other monocytic leukaemia NOS,15,
+BBrA.,[M]Miscellaneous leukaemias,15,
+BBrA0,[M]Mast cell leukaemia,15,
+BBrA1,[M]Megakaryocytic leukaemia,15,
+BBrA2,[M]Megakaryocytic myelosis,15,
+BBrA4,[M]Hairy cell leukaemia,15,
+BBrA5,[M]Acute megakaryoblastic leukaemia,15,
+BBrAz,[M]Miscellaneous leukaemia NOS,15,
+BBRz.,[M]Trophoblastic neoplasm NOS,15,
+ByuD5,[X]Other lymphoid leukaemia,15,
+ByuD6,[X]Other myeloid leukaemia,15,
+ByuD7,[X]Other monocytic leukaemia,15,
+ByuD8,[X]Other specified leukaemias,15,
+ByuD9,[X]Other leukaemia of unspecified cell type,15,
+BBg1.,[M]Malignant lymphoma NOS,15,
+BBg10,"[M]Malignant lymphoma, diffuse NOS",15,
+BBg2.,"[M]Malignant lymphoma, non Hodgkin's type",15,
+BBg3.,"[M]Malignant lymphoma, undifferentiated cell type NOS",15,
+BBg7.,"[M]Malignant lymphoma, lymphoplasmacytoid type",15,
+BBg8.,"[M]Malignant lymphoma, immunoblastic type",15,
+BBg9.,"[M]Malignant lymphoma, mixed lymphocytic-histiocytic NOS",15,
+BBgA.,"[M]Malignant lymphoma, centroblastic-centrocytic, diffuse",15,
+BBgB.,"[M]Malignant lymphoma, follicular centre cell NOS",15,
+BBgC.,"[M]Malignant lymphoma, lymphocytic, well differentiated NOS",15,
+BBgD.,"[M]Malig lymphoma, lymphocytic, intermediate different NOS",15,
+BBgE.,"[M]Malignant lymphoma, centrocytic",15,
+BBgF.,"[M]Malignant lymphoma, follicular centre cell, cleaved NOS",15,
+BBgG.,"[M]Malignant lymphoma, lymphocytic, poorly different NOS",15,
+BBgH.,[M]Prolymphocytic lymphosarcoma,15,
+BBgJ.,"[M]Malignant lymphoma, centroblastic type NOS",15,
+BBgK.,"[M]Malig lymphoma, follicular centre cell, non-cleaved NOS",15,
+BBgL.,"[M]Malignant lymphoma, small lymphocytic NOS",15,
+BBgM.,"[M]Malignant lymphoma, small cleaved cell, diffuse",15,
+BBgR.,"[M]Malignant lymphoma, large cell, diffuse NOS",15,
+BBgS.,"[M]Malignant lymphoma, large cell, cleaved, diffuse",15,
+BBgT.,"[M]Malignant lymphoma, large cell, noncleaved, diffuse",15,
+BBgV.,"[M]Malignant lymphoma, small cell, noncleaved, diffuse",15,
+BBgz.,"[M]Lymphoma, diffuse or NOS",15,
+BBK..,[M]Myomatous neoplasms,15,
+BBk0.,"[M]Malignant lymphoma, nodular NOS",15,
+BBk1.,"[M]Malig lymphoma, mixed lymphocytic-histiocytic, nodular",15,
+BBK2.,[M]Myoma and myosarcoma,15,
+BBK3.,[M]Rhabdomyomatous neoplasms,15,
+BBk4.,"[M]Malig lymp, lymphocytic, intermediate different, nodular",15,
+BBk5.,"[M]Malig lymp, follicular centre cell, cleaved, follicular",15,
+BBk6.,"[M]Malig lymp, lymphocytic, poorly differentiated, nodular",15,
+BBk7.,"[M]Malignant lymphoma, centroblastic type, follicular",15,
+BBk8.,"[M]Malig lymp,follicular centre cell,noncleaved,follicular",15,
+BBKz.,[M]Myomatous neoplasm NOS,15,
+BBM5.,[M]Serous adenofibroma,15,
+BBM9.,"[M]Cystosarcoma phyllodes, malignant",15,
+BBmD.,[M] Cutaneous lymphoma,15,
+BBmH.,[M] Large cell lymphoma,15,
+BBQ..,[M]Germ cell neoplasms,15,
+BBQ0.,[M]Dysgerminoma,15,
+BBQz.,[M]Germ cell neoplasm NOS,15,
+BBV0.,[M]Osteoma NOS,15,
+BBV2.,[M]Chondroblastic osteosarcoma,15,
+ByuD1,[X]Other types of follicular non-Hodgkin's lymphoma,15,
+ByuD2,[X]Other types of diffuse non-Hodgkin's lymphoma,15,
+ByuD3,[X]Other specified types of non-Hodgkin's lymphoma,15,
+ByuDC,"[X]Diffuse non-Hodgkin's lymphoma, unspecified",15,
+ByuDD,[X]Oth and unspecif peripheral & cutaneous T-cell lymphomas,15,
+ByuDE,[X]Unspecified B-cell non-Hodgkin's lymphoma,15,
+ByuDF,"[X]Non-Hodgkin's lymphoma, unspecified type",15,
+BBJ..,[M]Lipomatous neoplasms,15,
+BBJ0.,[M]Lipoma NOS,15,
+BBJ1.,[M]Liposarcoma NOS,15,
+BBj10,"[M]Hodgkin,s disease, lymphocytic predominance, diffuse",15,
+BBj11,"[M]Hodgkin,s disease, lymphocytic predominance, nodular",15,
+BBj2.,"[M]Hodgkin's disease, mixed cellularity",15,
+BBJ3.,"[M]Liposarcoma, well differentiated type",15,
+BBj4.,"[M]Hodgkin's disease,lymphocytic depletion,diffuse fibrosis",15,
+BBJ5.,[M]Myxoid liposarcoma,15,
+BBJ6.,[M]Round cell liposarcoma,15,
+BBj60,"[M]Hodgkin,s disease, nodular sclerosis, lymphocytic predom",15,
+BBj61,"[M]Hodgkin,s disease, nodular sclerosis, mixed cellularity",15,
+BBj62,"[M]Hodgkin,s disease, nodular sclerosis, lymphocytic deplet",15,
+BBJ7.,[M]Pleomorphic liposarcoma,15,
+BBJ8.,[M]Mixed type liposarcoma,15,
+BBJ9.,[M]Intramuscular lipoma,15,
+BBJA.,[M]Spindle cell lipoma,15,
+BBJz.,[M]Lipomatous neoplasms NOS,15,
+ByuD0,[X]Other Hodgkin's disease,15,
+BB...,[M]Morphology of neoplasms,15,
+BB0..,[M]Neoplasms NOS,15,
+BB02.,"[M]Neoplasm, malignant",15,
+BB03.,"[M]Neoplasm, metastatic",15,
+BB07.,"[M]Tumour cells, malignant",15,
+BB08.,"[M]Malignant tumour, small cell type",15,
+BB09.,"[M]Malignant tumour, giant cell type",15,
+BB0A.,"[M]Malignant tumour, fusiform cell type",15,
+BB0z.,[M]Unspecified tumour cell NOS,15,
+BB1..,[M]Epithelial neoplasms NOS,15,
+BB12.,[M]Carcinoma NOS,15,
+BB13.,"[M]Carcinoma, metastatic, NOS",15,
+BB14.,[M]Carcinomatosis,15,
+BB16.,"[M]Epithelioma, malignant",15,
+BB17.,[M]Large cell carcinoma NOS,15,
+BB18.,"[M]Carcinoma, undifferentiated type, NOS",15,
+BB19.,"[M]Carcinoma, anaplastic type, NOS",15,
+BB1A.,[M]Pleomorphic carcinoma,15,
+BB1B.,[M]Giant cell and spindle cell carcinoma,15,
+BB1C.,[M]Giant cell carcinoma,15,
+BB1D.,[M]Spindle cell carcinoma,15,
+BB1E.,[M]Pseudosarcomatous carcinoma,15,
+BB1F.,[M]Polygonal cell carcinoma,15,
+BB1G.,[M]Spheroidal cell carcinoma,15,
+BB1H.,[M]Tumourlet,15,
+BB1J.,[M]Small cell carcinoma NOS,15,
+BB1K.,[M]Oat cell carcinoma,15,
+BB1L.,"[M]Small cell carcinoma, fusiform cell type",15,
+BB1M.,"[M]Small cell carcinoma, intermediate cell",15,
+BB1N.,[M]Small cell-large cell carcinoma,15,
+BB2..,[M]Papillary and squamous cell neoplasms,15,
+BB20.,[M]Papilloma NOS (excluding papilloma of urinary bladder),15,
+BB22.,[M]Papillary carcinoma NOS,15,
+BB24.,[M]Verrucous carcinoma NOS,15,
+BB26.,[M]Papillary squamous cell carcinoma,15,
+BB2A.,[M]Squamous cell carcinoma NOS,15,
+BB2B.,"[M]Squamous cell carcinoma, metastatic NOS",15,
+BB2C.,"[M]Squamous cell carcinoma, keratinising type NOS",15,
+BB2D.,"[M]Squamous cell carcinoma, large cell, non-keratinising",15,
+BB2E.,"[M]Squamous cell carcinoma, small cell, non-keratinising",15,
+BB2F.,"[M]Squamous cell carcinoma, spindle cell type",15,
+BB2G.,[M]Adenoid squamous cell carcinoma,15,
+BB2H.,"[M]Squamous cell ca-in-situ, questionable stromal invasion",15,
+BB2J.,"[M]Squamous cell carcinoma, microinvasive",15,
+BB2M.,[M]Lymphoepithelial carcinoma,15,
+BB2N.,"[M]Intraepit neop,grade III,of cervix, vulva and vagina",15,
+BB2z.,[M]Papillary or squamous cell neoplasm NOS,15,
+BB3..,[M]Basal cell neoplasms,15,
+BB30.,[M]Basal cell tumour,15,
+BB31.,[M]Basal cell carcinoma NOS,15,
+BB32.,[M]Multicentric basal cell carcinoma,15,
+BB33.,"[M]Basal cell carcinoma, morphoea type",15,
+BB34.,"[M]Basal cell carcinoma, fibroepithelial type",15,
+BB35.,[M]Basosquamous carcinoma,15,
+BB36.,[M]Metatypical carcinoma,15,
+BB3z.,[M]Basal cell neoplasm NOS,15,
+BB4..,[M]Transitional cell papillomas and carcinomas,15,
+BB41.,[M]Urothelial papilloma,15,
+BB43.,[M]Transitional cell carcinoma NOS,15,
+BB46.,[M]Schneiderian carcinoma,15,
+BB47.,"[M]Transitional cell carcinoma, spindle cell type",15,
+BB48.,[M]Basaloid carcinoma,15,
+BB49.,[M]Cloacogenic carcinoma,15,
+BB4A.,[M]Papillary transitional cell carcinoma,15,
+BB50.,[M]Adenoma NOS,15,
+BB500,[M]Microcystic adenoma,15,
+BB52.,[M]Adenocarcinoma NOS,15,
+BB520,[M]Adenocarcinoma in tubulovillous adenoma,15,
+BB53.,"[M]Adenocarcinoma, metastatic, NOS",15,
+BB54.,[M]Scirrhous adenocarcinoma,15,
+BB55.,[M]Linitis plastica,15,
+BB56.,[M]Superficial spreading adenocarcinoma,15,
+BB57.,"[M]Adenocarcinoma, intestinal type",15,
+BB58.,"[M]Carcinoma, diffuse type",15,
+BB5a1,[M]Juxtaglomerular tumour,15,
+BB5B.,[M]Pancreatic adenomas and carcinomas,15,
+BB5B4,[M]Glucagonoma NOS,15,
+BB5C.,[M]Gastrinoma and carcinomas,15,
+BB5c0,[M]Chief cell adenoma,15,
+BB5C0,[M]Gastrinoma NOS,15,
+BB5c2,[M]Water-clear cell adenocarcinoma,15,
+BB5d1,[M]Mixed cell adenocarcinoma,15,
+BB5f.,[M]Thyroid adenoma and adenocarcinoma,15,
+BB5f1,[M]Follicular adenocarcinoma NOS,15,
+BB5f2,"[M]Follicular adenocarcinoma, well differentiated type",15,
+BB5f3,"[M]Follicular adenocarcinoma, trabecular type",15,
+BB5f6,[M]Papillary and follicular adenocarcinoma,15,
+BB5f7,[M]Nonencapsulated sclerosing carcinoma,15,
+BB5h.,[M]Adrenal cortical tumours,15,
+BB5hz,[M]Adrenal cortical tumours NOS,15,
+BB5J.,[M]Adenoid cystic carcinoma,15,
+BB5j3,[M]Endometrioid adenofibroma NOS,15,
+BB5j4,"[M]Endometrioid adenofibroma, borderline malignancy",15,
+BB5K.,[M]Cribriform carcinoma,15,
+BB5L1,[M]Adenocarcinoma in adenomatous polyp,15,
+BB5L2,[M]Adenocarcinoma in situ in adenomatous polyp,15,
+BB5L3,[M]Adenocarcinoma in multiple adenomatous polyps,15,
+BB5M1,[M]Tubular adenocarcinoma,15,
+BB5P.,[M]Solid carcinoma NOS,15,
+BB5Q.,[M]Carcinoma simplex,15,
+BB5R.,[M]Carcinoid tumours,15,
+BB5R0,[M]Carcinoid tumour NOS,15,
+BB5R1,"[M]Carcinoid tumour, malignant",15,
+BB5R2,"[M]Carcinoid tumour, argentaffin, NOS",15,
+BB5R3,"[M]Carcinoid tumour, argentaffin, malignant",15,
+BB5R4,"[M]Carcinoid tumour, nonargentaffin, NOS",15,
+BB5R5,"[M]Carcinoid tumour, nonargentaffin, malignant",15,
+BB5R6,"[M]Mucocarcinoid tumour, malignant",15,
+BB5R8,[M]Adenocarcinoid tumour,15,
+BB5R9,[M]Neuroendocrine carcinoma,15,
+BB5RA,[M]Merkel cell carcinoma,15,
+BB5Rz,[M]Carcinoid tumours NOS,15,
+BB5S.,[M]Respiratory tract adenomas and adenocarcinomas,15,
+BB5Sz,[M]Respiratory tract adenoma or adenocarcinoma NOS,15,
+BB5T1,[M]Papillary adenocarcinoma NOS,15,
+BB5U1,[M]Adenocarcinoma in villous adenoma,15,
+BB5U2,[M]Villous adenocarcinoma,15,
+BB5V1,[M]Chromophobe carcinoma,15,
+BB5V3,[M]Acidophil carcinoma,15,
+BB5V5,[M]Mixed acidophil-basophil carcinoma,15,
+BB5V7,[M]Basophil carcinoma,15,
+BB5W1,[M]Oxyphilic adenocarcinoma,15,
+BB5X1,[M]Clear cell adenocarcinoma NOS,15,
+BB5y.,[M]Adenoma and adenocarcinoms OS,15,
+BB5y0,[M]Basal cell adenocarcinoma,15,
+BB5y1,[M]Vipoma,15,
+BB5y3,[M]Apudoma,15,
+BB5y5,[M]Lipid-rich carcinoma,15,
+BB5y6,[M]Glycogen-rich carcinoma,15,
+BB6..,[M]Adnexal and skin appendage neoplasms,15,
+BB60z,[M]Skin appendage adenoma or carcinoma NOS,15,
+BB611,[M]Sweat gland tumour NOS,15,
+BB621,[M]Apocrine adenocarcinoma,15,
+BB63.,[M]Eccrine acrospiroma,15,
+BB64.,[M]Eccrine spiradenoma,15,
+BB65.,[M]Hidrocystoma,15,
+BB66.,[M]Papillary hydradenoma,15,
+BB67.,[M]Papillary syringadenoma,15,
+BB68.,[M]Syringoma NOS,15,
+BB6A1,[M]Ceruminous adenocarcinoma,15,
+BB7..,[M]Mucoepidermoid neoplasms,15,
+BB70.,[M]Mucoepidermoid tumour,15,
+BB71.,[M]Mucoepidermoid carcinoma,15,
+BB7z.,[M]Mucoepidermoid neoplasm NOS,15,
+BB8..,"[M]Cystic, mucinous and serous neoplasms",15,
+BB80.,[M]Cystadenoma and carcinoma,15,
+BB801,[M]Cystadenocarcinoma NOS,15,
+BB81.,"[M]Ovarian cystic, mucinous and serous neoplasms",15,
+BB812,"[M]Serous cystadenocarcinoma, NOS",15,
+BB815,"[M]Papillary cystadenocarcinoma, NOS",15,
+BB818,[M]Papillary serous cystadenocarcinoma,15,
+BB819,[M]Serous surface papilloma NOS,15,
+BB81A,"[M]Serous surface papilloma, borderline malignancy",15,
+BB81B,[M]Serous surface papillary carcinoma,15,
+BB81E,[M]Mucinous cystadenocarcinoma NOS,15,
+BB81H,[M]Papillary mucinous cystadenocarcinoma,15,
+BB81J,"[M]Serous cystadenoma, borderline malignancy",15,
+BB81K,"[M]Papillary cystadenoma, borderline malignancy",15,
+BB81L,[M]Papillary cystic tumour,15,
+BB81M,"[M]Papillary serous cystadenoma, borderline malignancy",15,
+BB81z,"[M]Ovarian cystic, mucinous or serous neoplasm NOS",15,
+BB821,[M]Mucinous adenocarcinoma,15,
+BB83.,[M]Pseudomyxoma peritonei,15,
+BB84.,[M]Mucin-producing adenocarcinoma,15,
+BB85.,[M]Signet ring carcinoma,15,
+BB850,[M]Signet ring cell carcinoma,15,
+BB851,[M]Metastatic signet ring cell carcinoma,15,
+BB85z,[M]Signet ring carcinoma NOS,15,
+BB8z.,"[M]Cystic, mucinous or serous neoplasm NOS",15,
+BB9..,"[M]Ductal, lobular and medullary neoplasms",15,
+BB90.,"[M]Intraductal carcinoma, noninfiltrating NOS",15,
+BB91.,[M]Infiltrating duct carcinoma,15,
+BB910,[M]Intraductal papillary adenocarcinoma with invasion,15,
+BB911,[M]Infiltrating duct and lobular carcinoma,15,
+BB92.,"[M]Comedocarcinoma, noninfiltrating",15,
+BB93.,[M]Comedocarcinoma NOS,15,
+BB94.,[M]Juvenile breast carcinoma,15,
+BB96.,[M]Noninfiltrating intraductal papillary adenocarcinoma,15,
+BB98.,[M]Noninfiltrating intracystic carcinoma,15,
+BB9B.,[M]Medullary carcinoma NOS,15,
+BB9C.,[M]Medullary carcinoma with amyloid stroma,15,
+BB9D.,[M]Medullary carcinoma with lymphoid stroma,15,
+BB9E0,[M]Intraductal carcinoma and lobular carcinoma in situ,15,
+BB9F.,[M]Lobular carcinoma NOS,15,
+BB9G.,[M]Infiltrating ductular carcinoma,15,
+BB9H.,[M]Inflammatory carcinoma,15,
+BB9J.,"[M]Paget's disease, mammary",15,
+BB9L.,"[M]Paget's disease, extramammary, exc Paget's disease bone",15,
+BB9M.,[M]Intracystic carcinoma NOS,15,
+BB9z.,"[M]Ductal, lobular or medullary neoplasm NOS",15,
+BBa..,[M]Miscellaneous tumours,15,
+BBA..,[M]Acinar cell neoplasms,15,
+BBA1.,[M]Acinar cell tumour,15,
+BBA2.,[M]Acinar cell carcinoma,15,
+BBa3.,[M]Pineoblastoma,15,
+BBa4.,[M]Melanotic neuroectodermal tumour,15,
+BBAz.,[M]Acinar cell neoplasm NOS,15,
+BBB..,[M]Complex epithelial neoplasms,15,
+BBB0.,[M]Adenosquamous carcinoma,15,
+BBB1.,[M]Adenolymphoma,15,
+BBB2.,[M]Adenocarcinoma with squamous metaplasia,15,
+BBB3.,[M]Adenocarcinoma with cartilaginous and osseous metaplasia,15,
+BBb4.,[M]Subependymal giant cell astrocytoma,15,
+BBB4.,[M]Adenocarcinoma with spindle cell metaplasia,15,
+BBb5.,[M]Choroid plexus papilloma NOS,15,
+BBB5.,[M]Adenocarcinoma with apocrine metaplasia,15,
+BBb7.,[M]Ependymoma NOS,15,
+BBB7.,[M]Epithelial-myoepithelial carcinoma,15,
+BBb8.,"[M]Ependymoma, anaplastic type",15,
+BBb9.,[M]Papillary ependymoma,15,
+BBbA.,[M]Myxopapillary ependymoma,15,
+BBbD.,[M]Protoplasmic astrocytoma,15,
+BBbE.,[M]Gemistocytic astrocytoma,15,
+BBbz.,[M]Glioma NOS,15,
+BBBz.,[M]Complex epithelial neoplasm NOS,15,
+BBc..,[M]Neuroepitheliomatous neoplasms,15,
+BBC..,[M]Specialised gonadal neoplasms,15,
+BBc0.,[M]Ganglioneuromatous neoplasms,15,
+BBC0.,[M]Sex cord-stromal tumour,15,
+BBc00,[M]Ganglioneuroma,15,
+BBc1.,[M]Neuroblastoma NOS,15,
+BBC11,[M]Theca cell carcinoma,15,
+BBC12,"[M]Thecoma, luteinized",15,
+BBC1z,[M]Thecal cell neoplasm NOS,15,
+BBc2.,[M]Medulloepithelioma NOS,15,
+BBC2.,[M]Luteoma NOS,15,
+BBc3.,[M]Teratoid medulloepithelioma,15,
+BBC3.,[M]Granulosa cell tumour NOS,15,
+BBC30,[M]Juvenile granulosa cell tumour,15,
+BBc4.,[M]Neuroepithelioma NOS,15,
+BBC4.,"[M]Granulosa cell tumour, malignant",15,
+BBc5.,[M]Spongioneuroblastoma,15,
+BBC5.,[M]Granulosa cell-theca cell tumour,15,
+BBC6.,[M]Androblastoma,15,
+BBC61,"[M]Androblastoma, malignant",15,
+BBC6z,[M]Androblastoma NOS,15,
+BBc8.,[M]Pacinian tumour,15,
+BBc9.,[M]Retinoblastomas,15,
+BBCA.,[M]Sertoli cell carcinoma,15,
+BBCB.,[M]Tubular androblastoma with lipid storage,15,
+BBCC.,[M]Leydig cell tumour,15,
+BBcD.,[M]Aesthesioneuroepithelioma,15,
+BBCD.,[M]Hilar cell tumour,15,
+BBCG.,[M]Sclerosing stromal tumour,15,
+BBcz.,[M]Neuroepitheliomatous neoplasm NOS,15,
+BBCz.,[M]Specialised gonadal neoplasm NOS,15,
+BBd..,[M]Meningiomas,15,
+BBd0.,[M]Meningioma NOS,15,
+BBd1.,[M]Meningiomatosis NOS,15,
+BBd5.,[M]Psammomatous meningioma,15,
+BBd7.,[M]Haemangioblastic meningioma,15,
+BBd8.,[M]Haemangiopericytic meningioma,15,
+BBD8.,"[M]Extra-adrenal paraganglioma, malignant",15,
+BBd9.,[M]Transitional meningioma,15,
+BBDA.,"[M]Phaeochromocytoma, malignant",15,
+BBdB.,[M]Meningeal sarcomatosis,15,
+BBDB.,[M]Glomangiosarcoma,15,
+BBDC.,[M]Glomus tumour,15,
+BBDD.,[M]Glomangioma,15,
+BBDE.,[M]Gangliocytic paraganglioma,15,
+BBDF.,[M]Glomangiomyoma,15,
+BBdz.,[M]Meningioma NOS,15,
+BBDz.,[M]Paraganglioma or glomus tumour NOS,15,
+BBe..,[M]Nerve sheath tumour,15,
+BBE..,[M]Naevi and melanomas,15,
+BBe0.,[M]Neurofibroma NOS,15,
+BBE0.,[M]Pigmented naevus NOS,15,
+BBe1.,[M]Neurofibromatosis NOS,15,
+BBE2.,[M]Nodular melanoma,15,
+BBe3.,[M]Melanotic neurofibroma,15,
+BBe4.,[M]Plexiform neurofibroma,15,
+BBe5.,[M]Neurilemmoma NOS,15,
+BBe6.,[M]Neurinomatosis,15,
+BBe7.,"[M]Neurilemmoma, malignant",15,
+BBE7.,[M]Neuronaevus,15,
+BBe8.,[M]Neuroma NOS,15,
+BBE8.,[M]Magnocellular naevus,15,
+BBe9.,"[M]Triton tumour, malignant",15,
+BBeA.,[M]Neurothekeoma,15,
+BBEa.,[M]Spindle cell naevus,15,
+BBEF.,[M]Hutchinson's melanotic freckle,15,
+BBez.,[M]Nerve sheath tumour NOS,15,
+BBf..,[M]Granular cell tumours and alveolar soft part sarcoma,15,
+BBF..,[M]Soft tissue tumours and sarcomas NOS,15,
+BBf0.,[M]Granular cell tumour NOS,15,
+BBF0.,"[M]Soft tissue tumour, benign",15,
+BBf1.,"[M]Granular cell tumour, malignant",15,
+BBF1.,[M]Sarcoma NOS,15,
+BBf2.,[M]Alveolar soft part sarcoma,15,
+BBF2.,[M]Sarcomatosis NOS,15,
+BBF3.,[M]Spindle cell sarcoma,15,
+BBF4.,[M]Giant cell sarcoma (except of bone),15,
+BBF5.,[M]Small cell sarcoma,15,
+BBF6.,[M]Epithelioid cell sarcoma,15,
+BBfz.,[M]Granular cell tumour or alveolar soft part sarcoma NOS,15,
+BBFz.,[M]Soft tissue tumour or sarcoma NOS,15,
+BBg..,"[M]Lymphomas, NOS or diffuse",15,
+BBG..,[M]Fibromatous neoplasms,15,
+BBG1.,[M]Fibrosarcoma NOS,15,
+BBG2.,[M]Fibromyxoma,15,
+BBG3.,[M]Fibromyxosarcoma,15,
+BBg6.,[M]Lymphosarcoma NOS,15,
+BBG8.,[M]Infantile fibrosarcoma,15,
+BBG9.,[M]Elastofibroma,15,
+BBGA.,[M]Aggressive fibromatosis,15,
+BBGB.,[M]Abdominal fibromatosis,15,
+BBGC.,[M]Desmoplastic fibroma,15,
+BBGD.,[M]Fibrous histiocytoma NOS,15,
+BBGE.,[M]Atypical fibrous histiocytoma,15,
+BBGF.,"[M]Fibrous histiocytoma, malignant",15,
+BBGG.,[M]Fibroxanthoma NOS,15,
+BBGH.,[M]Atypical fibroxanthoma,15,
+BBGJ.,"[M]Fibroxanthoma, malignant",15,
+BBGK.,[M]Dermatofibroma NOS,15,
+BBGL.,[M]Dermatofibroma protuberans,15,
+BBGM.,[M]Dermatofibrosarcoma NOS,15,
+BBgN.,"[M]Malign lymphoma,lymphocytic,intermediate differn, diffuse",15,
+BBgP.,"[M]Malignant lymphoma, mixed small and large cell, diffuse",15,
+BBgQ.,[M]Malignant lymphomatous polyposis,15,
+BBGz.,[M]Fibromatous neoplasm NOS,15,
+BBh..,[M]Reticulosarcomas,15,
+BBH..,[M]Myxomatous neoplasms,15,
+BBh0.,[M]Reticulosarcoma NOS,15,
+BBH0.,[M]Myxoma NOS,15,
+BBh1.,"[M]Reticulosarcoma, pleomorphic cell type",15,
+BBH1.,[M]Myxosarcoma,15,
+BBh2.,"[M]Reticulosarcoma, nodular",15,
+BBhz.,[M]Reticulosarcoma NOS,15,
+BBHz.,[M]Myxomatous neoplasm NOS,15,
+BBHZ.,[M]Angiomyxoma,15,
+BBj..,[M]Hodgkin's disease,15,
+BBj1.,"[M]Hodgkin's disease, lymphocytic predominance",15,
+BBJ2.,[M]Fibrolipoma,15,
+BBj3.,"[M]Hodgkin's disease, lymphocytic depletion NOS",15,
+BBJ4.,[M]Fibromyxolipoma,15,
+BBj5.,"[M]Hodgkin's disease, lymphocytic depletion, reticular type",15,
+BBj6.,"[M]Hodgkin's disease, nodular sclerosis NOS",15,
+BBj7.,"[M]Hodgkin's disease, nodular sclerosis, cellular phase",15,
+BBj8.,[M]Hodgkin's paragranuloma,15,
+BBJB.,[M]Angiolipomatous neoplasms,15,
+BBJB0,[M]Angiomyolipoma,15,
+BBJB1,[M]Angiomyoliposarcoma,15,
+BBJB2,[M]Angiolipoma NOS,15,
+BBJB3,"[M]Angiolipoma, infiltrating",15,
+BBJBz,[M]Angiolipomatous neoplasm NOS,15,
+BBJC.,[M]Myelolipoma,15,
+BBJD.,[M]Hibernoma,15,
+BBJE.,[M]Lipoblastomatosis,15,
+BBJF.,[M]Pleomorphic lipoma,15,
+BBJH.,[M]Dedifferentiated liposarcoma,15,
+BBjz.,[M]Hodgkin's disease NOS,15,
+BBk..,"[M]Lymphomas, nodular or follicular",15,
+BBK0.,[M]Leiomyomatous neoplasms,15,
+BBK00,[M]Leiomyoma NOS,15,
+BBK01,[M]Intravascular leiomyomatosis,15,
+BBK02,[M]Leiomyosarcoma NOS,15,
+BBK03,[M]Epithelioid leiomyoma,15,
+BBK04,[M]Epithelioid leiomyosarcoma,15,
+BBK05,[M]Cellular leiomyoma,15,
+BBK06,[M]Bizarre leiomyoma,15,
+BBK07,[M]Myxoid leiomyosarcoma,15,
+BBK0z,[M]Leiomyomatous neoplasm NOS,15,
+BBK1.,[M]Angiomyomatous neoplasms,15,
+BBK10,[M]Angiomyoma,15,
+BBK11,[M]Angiomyosarcoma,15,
+BBK1z,[M]Angiomyomatous neoplasm NOS,15,
+BBk2.,"[M]Malignant lymphoma, centroblastic-centrocytic, follicular",15,
+BBK20,[M]Myoma,15,
+BBK21,[M]Myosarcoma,15,
+BBK2z,[M]Myoma or myosarcoma NOS,15,
+BBk3.,"[M]Malig lymphoma, lymphocytic, well differentiated,nodular",15,
+BBK30,[M]Rhabdomyoma NOS,15,
+BBK34,[M]Fetal rhabdomyoma,15,
+BBK35,[M]Adult rhabdomyoma,15,
+BBK38,[M]Smooth muscle tumour NOS,15,
+BBK3z,[M]Rhabdomyomatous neoplasm NOS,15,
+BBkz.,"[M]Lymphoma, nodular or follicular NOS",15,
+BBL..,[M]Complex mixed and stromal neoplasms,15,
+BBl1.,[M]Sezary's disease,15,
+BBL1.,[M]Endolymphatic stromal myosis,15,
+BBL2.,[M]Adenomyoma,15,
+BBL3.,[M]Pleomorphic adenoma,15,
+BBL4.,"[M]Mixed tumour, malignant, NOS",15,
+BBL5.,[M]Mullerian mixed tumour,15,
+BBL6.,[M]Mesodermal mixed tumour,15,
+BBL70,[M]Mesoblastic nephroma,15,
+BBL71,[M]Nephroblastoma NOS,15,
+BBL72,[M]Epithelial nephroblastoma,15,
+BBL73,[M]Mesenchymal nephroblastoma,15,
+BBL9.,[M]Carcinosarcoma NOS,15,
+BBLA.,"[M]Carcinosarcoma, embryonal type",15,
+BBLB.,[M]Myoepithelioma,15,
+BBLC.,[M]Mesenchymomas,15,
+BBLC0,"[M]Mesenchymoma, benign",15,
+BBLC1,"[M]Mesenchymoma, malignant",15,
+BBLCz,[M]Mesenchymoma NOS,15,
+BBLD.,[M]Embryonal sarcoma,15,
+BBLE.,[M]Adenosarcoma,15,
+BBLG.,[M]Carcinoma in pleomorphic adenoma,15,
+BBLH.,[M]Rhabdoid sarcoma,15,
+BBLJ.,[M]Clear cell sarcoma of kidney,15,
+BBLz.,[M]Complex mixed or stromal neoplasm NOS,15,
+BBm..,[M]Miscellaneous reticuloendothelial neoplasms,15,
+BBM..,[M]Fibroepithelial neoplasms,15,
+BBm0.,[M]Microglioma,15,
+BBM01,"[M]Brenner tumour, malignant",15,
+BBM1.,[M]Fibroadenoma NOS,15,
+BBm2.,[M]Histiocytic medullary reticulosis,15,
+BBM2.,[M]Intracanalicular fibroadenoma NOS,15,
+BBm3.,[M]Letterer - Siwe disease,15,
+BBM3.,[M]Pericanalicular fibroadenoma,15,
+BBM4.,[M]Adenofibroma NOS,15,
+BBm5.,[M] Peripheral T-cell lymphoma NOS,15,
+BBm6.,[M] Alpha heavy chain disease,15,
+BBm7.,[M] Monoclonal gammopathy,15,
+BBm8.,[M] Angioimmunoblastic lymphadenopathy,15,
+BBm9.,[M] Monocytoid B-cell lymphoma,15,
+BBMA.,[M]Juvenile fibroadenoma,15,
+BBMB.,[M]Giant fibroadenoma,15,
+BBmJ.,[M] Angioendotheliomatosis,15,
+BBMz.,[M]Fibroepithelial neoplasm NOS,15,
+BBn..,[M]Plasma cell tumours,15,
+BBN..,[M]Synovial neoplasms,15,
+BBn0.,[M]Plasma cell myeloma,15,
+BBN4.,"[M]Synovial sarcoma, biphasic type",15,
+BBN5.,[M]Clear cell sarcoma of tendons and aponeuroses,15,
+BBnz.,[M]Plasma cell tumour NOS,15,
+BBp..,[M]Mast cell tumours,15,
+BBP..,[M]Mesothelial neoplasms,15,
+BBP0.,"[M]Mesothelioma, benign",15,
+BBP1.,"[M]Mesothelioma, malignant",15,
+BBp2.,[M]Malignant mastocytosis,15,
+BBP8.,[M]Adenomatoid tumour NOS,15,
+BBP9.,[M]Cystic mesothelioma,15,
+BBPX.,"[M]Mesothelioma, unspecified",15,
+BBpz.,[M]Mast cell tumour NOS,15,
+BBPz.,[M]Mesothelial neoplasm NOS,15,
+BBq..,[M]Burkitt's tumours,15,
+BBq0.,[M]Burkitt's tumour,15,
+BBQ2.,[M]Germinoma,15,
+BBQ3.,[M]Embryonal carcinoma NOS,15,
+BBQ4.,[M]Endodermal sinus tumour,15,
+BBQ5.,[M]Polyembryoma,15,
+BBQ6.,[M]Gonadoblastoma,15,
+BBQ7.,[M]Teratomas,15,
+BBQ71,[M]Teratoma NOS,15,
+BBQ72,"[M]Teratoma, malignant, NOS",15,
+BBQ73,[M]Teratocarcinoma,15,
+BBQ74,"[M]Malignant teratoma, undifferentiated type",15,
+BBQ75,"[M]Malignant teratoma, intermediate type",15,
+BBQ7z,[M]Teratoma NOS,15,
+BBQA.,[M]Strumal neoplasms,15,
+BBQA0,[M]Struma ovarii NOS,15,
+BBQA2,[M]Strumal carcinoid,15,
+BBQAz,[M]Strumal neoplasm NOS,15,
+BBQB.,[M]Mixed germ cell tumour,15,
+BBqz.,[M]Burkitt's tumour NOS,15,
+BBrA3,[M]Myeloid sarcoma,15,
+BBS..,[M]Mesonephromas,15,
+BBS0.,"[M]Mesonephroma, benign",15,
+BBs1.,[M]Acute panmyelosis,15,
+BBs2.,[M]Chronic myeloproliferative disease,15,
+BBs3.,[M]Myelosclerosis with myeloid metaplasia,15,
+BBS3.,[M]Endosalpingioma,15,
+BBSz.,[M]Mesonephroma NOS,15,
+BBT0.,[M]Haemangioma NOS,15,
+BBT1.,[M]Haemangiosarcoma,15,
+BBT2.,[M]Cavernous haemangioma,15,
+BBT3.,[M]Venous haemangioma,15,
+BBT4.,[M]Racemose haemangioma,15,
+BBT5.,[M]Kupffer cell sarcoma,15,
+BBT7.,[M]Haemangioendothelioma,15,
+BBT70,"[M]Haemangioendothelioma, benign",15,
+BBT71,"[M]Haemangioendothelioma, malignant",15,
+BBT7z,[M]Haemangioendothelioma NOS,15,
+BBT8.,[M]Capillary haemangioma,15,
+BBT9.,[M]Intramuscular haemangioma,15,
+BBTA.,[M]Kaposi's sarcoma,15,
+BBTB.,[M]Angiokeratoma,15,
+BBTC.,[M]Verrucous keratotic haemangioma,15,
+BBTD.,[M]Haemangiopericytic neoplasms,15,
+BBTD0,"[M]Haemangiopericytoma, benign",15,
+BBTD1,[M]Haemangiopericytoma NOS,15,
+BBTD2,"[M]Haemangiopericytoma, malignant",15,
+BBTDz,[M]Haemangiopericytic neoplasm NOS,15,
+BBTE.,[M]Angiofibroma NOS,15,
+BBTF.,[M]Haemangioblastoma,15,
+BBTG.,[M]Epithelioid haemangioma,15,
+BBTH.,[M]Histiocytoid haemangioma,15,
+BBTJ.,[M]Epithelioid haemangioendothelioma NOS,15,
+BBTK.,"[M]Epithelioid haemangioendothelioma, malignant",15,
+BBTL.,[M]Intravascular bronchial alveolar tumour,15,
+BBTz.,[M]Blood vessel tumour NOS,15,
+BBU..,[M]Lymphatic vessel tumours,15,
+BBU0.,[M]Lymphangioma NOS,15,
+BBU1.,[M]Lymphangiosarcoma,15,
+BBU2.,[M]Capillary lymphangioma,15,
+BBU3.,[M]Cavernous lymphangioma,15,
+BBU4.,[M]Cystic lymphangioma,15,
+BBU5.,[M]Lymphangiomyoma,15,
+BBU6.,[M]Lymphangiomyomatosis,15,
+BBU7.,[M]Haemolymphangioma,15,
+BBUz.,[M]Lymphatic vessel tumour NOS,15,
+BBV..,[M]Osteomas and osteosarcomas,15,
+BBV1.,[M]Osteosarcoma NOS,15,
+BBVz.,[M]Osteoma or osteosarcoma NOS,15,
+BBW..,[M]Chondromatous neoplasms,15,
+BBW0.,[M]Osteochondroma,15,
+BBW1.,[M]Osteochondromatosis NOS,15,
+BBW2.,[M]Chondroma NOS,15,
+BBW3.,[M]Chondromatosis NOS,15,
+BBW4.,[M]Chondrosarcoma NOS,15,
+BBW5.,[M]Juxtacortical chondroma,15,
+BBW6.,[M]Juxtacortical chondrosarcoma,15,
+BBW7.,[M]Chondroblastoma NOS,15,
+BBWA.,[M]Chondromyxoid fibroma,15,
+BBWz.,[M]Chondromatous neoplasm NOS,15,
+BBX..,[M]Giant cell tumours,15,
+BBX0.,[M]Giant cell tumour of bone NOS,15,
+BBX2.,[M]Giant cell tumour of soft parts NOS,15,
+BBX3.,[M]Malignant giant cell tumour of soft parts,15,
+BBXz.,[M]Giant cell tumour NOS,15,
+BBY0.,[M]Ewing's sarcoma,15,
+BBy1.,"[M]No microscopic confirmation of tumour, clinically malig",15,
+BBY1.,[M]Adamantinoma of long bones,15,
+BBY2.,[M]Ossifying fibroma,15,
+BByz.,"[M]No microscopic confirmation of tumour, clinically NOS",15,
+BBYz.,[M]Miscellaneous bone tumour NOS,15,
+BBz..,[M]Neoplasm morphology NOS,15,
+BBZ..,[M]Odontogenic tumours,15,
+BBZ1.,[M]Odontogenic tumour NOS,15,
+BBZ2.,"[M]Odontogenic tumour, malignant",15,
+BBZ3.,[M]Dentinoma,15,
+BBZ4.,[M]Cementoma NOS,15,
+BBZ6.,[M]Cementifying fibroma,15,
+BBZ7.,[M]Gigantiform cementoma,15,
+BBZ8.,[M]Odontoma NOS,15,
+BBZ9.,[M]Compound odontoma,15,
+BBZA.,[M]Complex odontoma,15,
+BBZC.,[M]Ameloblastic odontosarcoma,15,
+BBZD.,[M]Adenomatoid odontogenic tumour,15,
+BBZE.,[M]Calcifying odontogenic cyst,15,
+BBZF.,[M]Ameloblastoma NOS,15,
+BBZJ.,[M]Squamous odontogenic tumour,15,
+BBZK.,[M]Odontogenic myxoma,15,
+BBZL.,[M]Odontogenic fibroma NOS,15,
+BBZM.,[M]Ameloblastic fibroma,15,
+BBZN.,[M]Ameloblastic fibrosarcoma,15,
+BBZP.,[M]Calcifying epithelial odontogenic tumour,15,
+BBZz.,[M]Odontogenic tumour NOS,15,
+By...,Neoplasms otherwise specified,15,
+Byu..,[X]Additional neoplasm classification terms,15,
+ByuC.,"[X]Malignant neoplasm of ill-defined, secondary and unspeci",15,
+ByuC0,[X]Malignant neoplasm of other specified sites,15,
+ByuC1,[X]Malignant neoplasm/overlap lesion/other+ill-defined sites,15,
+ByuC2,[X]2ndry+unspcf malignant neoplasm lymph nodes/multi regions,15,
+ByuC3,[X]Secondary malignant neoplasm/oth+unspc respiratory organs,15,
+ByuC4,[X]Secondary malignant neoplasm/oth+unspcfd digestive organs,15,
+ByuC5,[X]2ndry malignant neoplasm/bladder+oth+unsp urinary organs,15,
+ByuC6,[X]2ndry malignant neoplasm/oth+unspec parts/nervous system,15,
+ByuC7,[X]Secondary malignant neoplasm of other specified sites,15,
+ByuC8,[X]Malignant neoplasm without specification of site,15,
+ByuE.,[X]Malignant neoplasms/independent (primary) multiple sites,15,
+ByuE0,[X]Malignant neoplasms/independent(primary)multiple sites,15,
+BBb..,[M]Gliomas,15,
+BBb0.,"[M]Glioma, malignant",15,
+BBb1.,[M]Gliomatosis cerebri,15,
+BBb2.,[M]Mixed glioma,15,
+BBb3.,[M]Subependymal glioma,15,
+BBbC.,"[M]Astrocytoma, anaplastic type",15,
+BBbR.,"[M]Oligodendroglioma, anaplastic type",15,
+BBbT.,[M]Medulloblastoma NOS,15,
+BBbU.,[M]Desmoplastic medulloblastoma,15,
+BBbV.,[M]Medullomyoblastoma,15,
+BBbW.,[M]Cerebellar sarcoma NOS,15,
+BBbX.,[M]Monstrocellular sarcoma,15,
+BBbZ.,[M]Pleomorphic xanthoastrocytoma,15,
+BBD2.,[M]Sympathetic paraganglioma,15,
+ByuA0,[X]Malignant neoplasm/other and unspecified cranial nerves,15,
+ByuA1,"[X]Malignant neoplasm/central nervous system, unspecified",15,
+ByuA2,"[X]Malignant neoplasm of meninges, unspecified",15,
+ByuA3,"[X]Malig neopl, overlap lesion brain & other part of CNS",15,
+BBcA.,[M]Olfactory neurogenic tumour,15,
+BBCC1,"[M]Leydig cell tumour, malignant",15,
+BBQ1.,[M]Seminomas,15,
+BBQ10,"[M]Seminoma, anaplastic type",15,
+BBQ11,[M]Spermatocytic seminoma,15,
+BBQ1z,[M]Seminoma NOS,15,
+Byu8.,[X]Malignant neoplasm of male genital organs,15,
+Byu80,[X]Malignant neoplasm/other specified male genital organs,15,
+Byu81,[X]Malignant neoplasm/overlapping lesion/male genital organs,15,
+Byu82,"[X]Malignant neoplasm of male genital organ, unspecified",15,
+BBQA1,"[M]Struma ovarii, malignant",15,
+Byu7.,[X]Malignant neoplasm of female genital organs,15,
+Byu70,"[X]Malignant neoplasm of uterine adnexa, unspecified",15,
+Byu71,[X]Malignant neoplasm/other specified female genital organs,15,
+Byu72,[X]Malignant neoplasm/overlapping lesion/feml genital organs,15,
+Byu73,"[X]Malignant neoplasm of female genital organ, unspecified",15,
+BB5j2,[M]Endometrioid carcinoma,15,
+BB5j5,"[M]Endometrioid adenofibroma, malignant",15,
+BBL0.,[M]Endometrial stromal sarcoma,15,
+BBR2.,[M]Choriocarcinoma,15,
+BBR3.,[M]Choriocarcinoma combined with teratoma,15,
+BBcB.,[M]Aesthesioneurocytoma,15,
+BBG7.,[M]Fascial fibrosarcoma,15,
+BBK31,[M]Rhabdomyosarcoma NOS,15,
+BBK32,[M]Pleomorphic rhabdomyosarcoma,15,
+BBK33,[M]Mixed cell rhabdomyosarcoma,15,
+BBK36,[M]Embryonal rhabdomyosarcoma,15,
+BBK37,[M]Alveolar rhabdomyosarcoma,15,
+Byu5.,[X]Malignant neoplasm of mesothelial and soft tissue,15,
+Byu50,[X]Mesothelioma of other sites,15,
+Byu51,"[X]Mesothelioma, unspecified",15,
+Byu52,[X]Kaposi's sarcoma of multiple organs,15,
+Byu53,"[X]Kaposi's sarcoma, unspecified",15,
+Byu54,"[X]Malignant neoplasm/peripheral nerves of trunk,unspecified",15,
+Byu55,[X]Mal neoplasm/overlap les/periph nerv+autonomic nerv systm,15,
+Byu56,"[X]Mal neoplasm/periph nerves+autonomic nervous system,unspc",15,
+Byu57,"[X]Malignant neoplasm of peritoneum, unspecified",15,
+Byu58,"[X]Mal neoplasm/connective+soft tissue of trunk,unspecified",15,
+Byu59,"[X]Malignant neoplasm/connective + soft tissue,unspecified",15,
+Byu5B,[X]Kaposi's sarcoma of other sites,15,
+BB601,[M]Skin appendage carcinoma,15,
+BB612,[M]Sweat gland adenocarcinoma,15,
+BB691,[M]Sebaceous adenocarcinoma,15,
+BB6z.,[M]Adnexal and skin appendage neoplasm NOS,15,
+BBEV.,"[M]Blue naevus, malignant",15,
+BBl..,[M]Mycosis fungoides,15,
+BBl0.,[M]Mycosis fungoides,15,
+BBlz.,[M]Mycosis fungoides NOS,15,
+BBQ9.,[M]Dermoid cyst with malignant transformation,15,
+Byu4.,[X]Melanoma and other malignant neoplasms of skin,15,
+Byu42,[X]Oth malignant neoplasm/skin of oth+unspecfd parts of face,15,
+Byu43,"[X]Malignant neoplasm of skin, unspecified",15,
+Byu5A,[X]Malignant neoplasm overlapping lesion of skin,15,
+BBE1.,[M]Malignant melanoma NOS,15,
+BBE10,"[M]Malignant melanoma, regressing",15,
+BBE11,"[M]Desmoplastic melanoma, malignant",15,
+BBe2.,[M]Neurofibrosarcoma,15,
+BBE4.,[M]Balloon cell melanoma,15,
+BBEA.,[M]Amelanotic melanoma,15,
+BBEC.,[M]Malignant melanoma in junctional naevus,15,
+BBEE.,[M]Malignant melanoma in precancerous melanosis,15,
+BBEG.,[M]Malignant melanoma in Hutchinson's melanotic freckle,15,
+BBEG0,"[M]Acral lentiginous melanoma, malignant",15,
+BBEH.,[M]Superficial spreading melanoma,15,
+BBEM.,[M]Malignant melanoma in giant pigmented naevus,15,
+BBEP.,[M]Epithelioid cell melanoma,15,
+BBEQ.,[M]Spindle cell melanoma NOS,15,
+BBER.,"[M]Spindle cell melanoma, type A",15,
+BBES.,"[M]Spindle cell melanoma, type B",15,
+BBET.,[M]Mixed epithelioid and spindle melanoma,15,
+BBEX.,[M]Melanoma in situ,15,
+Byu40,[X]Malignant melanoma of other+unspecified parts of face,15,
+Byu41,"[X]Malignant melanoma of skin, unspecified",15,
+BBg5.,"[M]Malignant lymphoma, convoluted cell type NOS",15,
+BBn1.,"[M]Plasma cell tumour, benign",15,
+BBn2.,[M]Plasmacytoma NOS,15,
+BBn3.,"[M]Plasma cell tumour, malignant",15,
+BBv1.,[M]Angioendotheliomatosis,15,
+BBv2.,[M]AngiocentricT-cell lymphoma,15,
+BBV3.,[M]Fibroblastic osteosarcoma,15,
+BBV4.,[M]Telangiectatic osteosarcoma,15,
+BBV5.,[M]Osteosarcoma in Paget's disease of bone,15,
+BBV6.,[M]Juxtacortical osteosarcoma,15,
+BBV8.,[M]Osteoblastoma,15,
+BBV9.,[M]Myxoid chondrosarcoma,15,
+BBVA.,[M] Small cell osteosarcoma,15,
+BBW8.,"[M]Chondroblastoma, malignant",15,
+BBW9.,[M]Mesenchymal chondrosarcoma,15,
+BBX1.,"[M]Giant cell tumour of bone, malignant",15,
+Byu3.,[X]Malignant neoplasm of bone and articular cartilage,15,
+Byu30,[X]Mal neoplasm/overlap lesion/bone+articular cartilage/limb,15,
+Byu31,"[X]Malignant neoplasm/bones+articular cartilage/limb,unspfd",15,
+Byu32,[X]Malignant neoplasm/overlap lesion/bone+articulr cartilage,15,
+Byu33,"[X]Malignant neoplasm/bone+articular cartilage, unspecified",15,
+BBp1.,[M]Mast cell sarcoma,15,
+BBP3.,"[M]Fibrous mesothelioma, malignant",15,
+BBP5.,"[M]Epithelioid mesothelioma, malignant",15,
+BBP7.,"[M]Mesothelioma, biphasic type, malignant",15,
+Byu2.,[X]Malignant neoplasm of respiratory and intrathoracic orga,15,
+Byu21,"[X]Malignant neoplasm/overlap lesion/heart,mediastinm+pleura",15,
+Byu22,"[X]Malignant neoplasm/upper resp tract, part unspecified",15,
+Byu23,[X]Malignant neopl/overlapping les/resp+intrathoracic organs,15,
+Byu24,[X]Malignant neoplasm/ill-defined sites within resp system,15,
+Byu25,"[X]Malignant neoplasm of mediastinum, part unspecified",15,
+BB5S2,[M]Bronchiolo-alveolar adenocarcinoma,15,
+BB5S4,[M]Alveolar adenocarcinoma,15,
+Byu20,"[X]Malignant neoplasm of bronchus or lung, unspecified",15,
+Byu1.,[X]Malignant neoplasm of digestive organs,15,
+Byu12,"[X]Malignant neoplasm of intestinal tract, part unspecified",15,
+Byu13,[X]Malignant neoplsm/ill-defin sites within digestive system,15,
+BB5B1,[M]Islet cell carcinoma,15,
+BB5B2,[M]Insulinoma NOS,15,
+BB5B3,"[M]Insulinoma, malignant",15,
+BB5B5,"[M]Glucagonoma, malignant",15,
+BB5B6,[M]Mixed islet cell and exocrine adenocarcinoma,15,
+BB5D.,[M]Hepatobiliary tract adenomas and carcinomas,15,
+BB5D0,[M]Bile duct adenoma,15,
+BB5D1,[M]Cholangiocarcinoma,15,
+BB5D3,[M]Bile duct cystadenocarcinoma,15,
+BB5D5,[M]Hepatocellular carcinoma NOS,15,
+BB5D7,[M]Combined hepatocellular carcinoma and cholangiocarcinoma,15,
+BB5D8,"[M]Hepatocellular carcinoma, fibrolamellar",15,
+BB5Dz,[M]Hepatobiliary adenoma or carcinoma NOS,15,
+Byu10,[X]Other sarcomas of the liver,15,
+Byu11,[X]Other specified carcinomas of liver,15,
+BB5N.,[M]Adenomatous and adenocarcinomatous polyps of colon,15,
+BB5N1,[M]Adenocarcinoma in adenomatous polposis coli,15,
+BB5C1,"[M]Gastrinoma, malignant",15,
+BB5Cz,[M]Gastrinoma or carcinoma NOS,15,
+BBZG.,"[M]Ameloblastoma, malignant",15,
+BBZH.,[M]Odontoameloblastoma,15,
+Byu0.,"[X]Malignant neoplasm of lip, oral cavity and pharynx",15,
+13Y8.,Alcoholics anonymous ,16,
+1462,H/O: alcoholism ,16,
+1B1c.,Alcohol induced hallucinations ,16,
+66e..,Alcohol disorder monitoring,16,
+66e0.,Alcohol abuse monitoring,16,
+8BA8.,Alcohol detoxification,16,
+8H35.,Admitted to alcohol detoxification centre ,16,
+8H7p.,Referral to community alcohol team ,16,
+8HkG.,Referral to specialist alcohol treatment service ,16,
+8HkJ.,Referral to alcohol brief intervention service ,16,
+9NN2.,Under care of community alcohol team ,16,
+C1505,Alcohol-induced pseudo-Cushing's syndrome ,16,
+E01..,Alcoholic psychoses ,16,
+E010.,Alcohol withdrawal delirium ,16,
+E011.,Alcohol amnestic syndrome ,16,
+E0110,Korsakov's alcoholic psychosis ,16,
+E0111,Korsakov's alcoholic psychosis with peripheral neuritis ,16,
+E011z,Alcohol amnestic syndrome NOS ,16,
+E012.,Other alcoholic dementia ,16,
+E0120,Chronic alcoholic brain syndrome ,16,
+E013.,Alcohol withdrawal hallucinosis ,16,
+E014.,Pathological alcohol intoxication ,16,
+E015.,Alcoholic paranoia ,16,
+E01y.,Other alcoholic psychosis ,16,
+E01y0,Alcohol withdrawal syndrome ,16,
+E01yz,Other alcoholic psychosis NOS ,16,
+E01z.,Alcoholic psychosis NOS ,16,
+E23..,Alcohol dependence syndrome ,16,
+E230.,Acute alcoholic intoxication in alcoholism ,16,
+E2300,"Acute alcoholic intoxication, unspecified, in alcoholism ",16,
+E2301,Continuous acute alcoholic intoxication in alcoholism ,16,
+E2302,Episodic acute alcoholic intoxication in alcoholism ,16,
+E2303,"Acute alcoholic intoxication in remission, in alcoholism ",16,
+E230z,Acute alcoholic intoxication in alcoholism NOS ,16,
+E231.,Chronic alcoholism ,16,
+E2310,Unspecified chronic alcoholism ,16,
+E2311,Continuous chronic alcoholism ,16,
+E2312,Episodic chronic alcoholism ,16,
+E2313,Chronic alcoholism in remission ,16,
+E231z,Chronic alcoholism NOS ,16,
+E23z.,Alcohol dependence syndrome NOS ,16,
+Eu101,[X]Mental and behav dis due to use of alcohol: harmful use ,16,
+Eu102,[X]Mental and behav dis due to use alcohol: dependence syndr,16,
+Eu103,[X]Mental and behav dis due to use alcohol: withdrawal state,16,
+Eu104,[X]Men & behav dis due alcohl: withdrawl state with delirium,16,
+Eu105,[X]Mental & behav dis due to use alcohol: psychotic disorder,16,
+Eu106,[X]Mental and behav dis due to use alcohol: amnesic syndrome,16,
+Eu107,[X]Men & behav dis due alcoh: resid & late-onset psychot dis,16,
+Eu108,[X]Alcohol withdrawal-induced seizure ,16,
+F11x0,Cerebral degeneration due to alcoholism ,16,
+F1440,Cerebellar ataxia due to alcoholism ,16,
+F25B.,Alcohol-induced epilepsy ,16,
+F375.,Alcoholic polyneuropathy ,16,
+F3941,Alcoholic myopathy ,16,
+G555.,Alcoholic cardiomyopathy ,16,
+J153.,Alcoholic gastritis ,16,
+J610.,Alcoholic fatty liver ,16,
+J611.,Acute alcoholic hepatitis ,16,
+J612.,Alcoholic cirrhosis of liver ,16,
+J6120,Alcoholic fibrosis and sclerosis of liver ,16,
+J613.,Alcoholic liver damage unspecified ,16,
+J6130,Alcoholic hepatic failure ,16,
+J617.,Alcoholic hepatitis ,16,
+J6170,Chronic alcoholic hepatitis ,16,
+J6710,Alcohol-induced chronic pancreatitis ,16,
+Z1911,Alcohol withdrawal regime ,16,
+Z4B1.,Alcoholism counselling ,16,
+13c..,Drug user,17,
+13c0.,Injecting drug user,17,
+13c1.,Intravenous drug user,17,
+13c2.,Never injecting drug user,17,
+13c3.,Intramuscular drug user,17,
+13c4.,Intranasal drug user,17,
+13c5.,Substance misuse increased,17,
+13c6.,Substance misuse decreased,17,
+13c7.,Current drug user,17,
+13c8.,Reduced drugs misuse,17,
+13c9.,Subcutaneous drug user,17,
+13cA.,Smokes drugs,17,
+13cB.,Misuses drugs orally,17,
+13cC.,Continuous use of drugs,17,
+13cD.,Episodic use of drugs,17,
+13cE.,Prolonged high dose use of cannabis,17,
+13cH.,Persistent substance misuse,17,
+13cK.,Current non recreational drug user,17,
+13cM.,Substance misuse,17,
+13cN.,Has never shared drug injection equipment,17,
+13cQ.,Behavioural tolerance to drug,17,
+13cR.,Physical tolerance to drug,17,
+13cS.,Psychological tolerance to drug,17,
+13cT.,Reverse tolerance to drug,17,
+1B1c.,Alcohol induced hallucinations,17,
+1P30.,Compulsive uncontrollable drug taking,17,
+1P31.,Compulsive drug taking,17,
+1P6..,Craving for drugs,17,
+1P60.,Craves for drugs,17,
+1P62.,Abnormal craving for drugs,17,
+1P63.,Excessive craving for drugs,17,
+1P64.,Irresistible craving for drugs,17,
+1TE..,Uses heroin on top of substitution therapy,17,
+1TF..,Does not use heroin on top of substitution therapy,17,
+68U..,Drugs of abuse screening,17,
+68U0.,Drugs of abuse urine screening,17,
+8AA..,Drug abuse monitoring,17,
+8B23.,Drug addiction therapy,17,
+8B2N.,Drug addiction detoxification therapy - methadone,17,
+8B2P.,Drug addiction maintenance therapy - methadone,17,
+8B2Q.,Drug addiction maintenance therapy - buprenorphine,17,
+8B2R.,Drug addiction detoxification therapy - buprenorphine,17,
+8B2S.,Opioid agonist substitution therapy,17,
+8B2T.,Opioid antagonist therapy,17,
+8BA9.,Detoxification dependence drug,17,
+8BAd.,Opiate dependence detoxification,17,
+8BE0.,Reinduction to methadone maintenance therapy,17,
+8BE1.,Reinduction to buprenorphine maintenance therapy,17,
+8FB..,Drug rehabilitation,17,
+8FB0.,Drug detoxification programme completed,17,
+9HC..,Substance misuse monitoring,17,
+9HC0.,Initial substance misuse assessment,17,
+9HC1.,Follow up substance misuse assessment,17,
+E02..,Drug psychoses,17,
+E020.,Drug withdrawal syndrome,17,
+E021.,Drug-induced paranoia or hallucinatory states,17,
+E0210,Drug-induced paranoid state,17,
+E0211,Drug-induced hallucinosis,17,
+E021z,Drug-induced paranoia or hallucinatory state NOS,17,
+E022.,Pathological drug intoxication,17,
+E02y.,Other drug psychoses,17,
+E02y0,Drug-induced delirium,17,
+E02y1,Drug-induced dementia,17,
+E02y2,Drug-induced amnestic syndrome,17,
+E02y3,Drug-induced depressive state,17,
+E02y4,Drug-induced personality disorder,17,
+E02yz,Other drug psychoses NOS,17,
+E02z.,Drug psychosis NOS,17,
+E24..,Drug dependence,17,
+E240.,Opioid type drug dependence,17,
+E2400,Unspecified opioid dependence,17,
+E2401,Continuous opioid dependence,17,
+E2402,Episodic opioid dependence,17,
+E2403,Opioid dependence in remission,17,
+E240z,Opioid drug dependence NOS,17,
+E241.,Hypnotic or anxiolytic dependence,17,
+E2410,"Hypnotic or anxiolytic dependence, unspecified",17,
+E2411,"Hypnotic or anxiolytic dependence, continuous",17,
+E2412,"Hypnotic or anxiolytic dependence, episodic",17,
+E2413,Hypnotic or anxiolytic dependence in remission,17,
+E241z,Hypnotic or anxiolytic dependence NOS,17,
+E242.,Cocaine type drug dependence,17,
+E2420,"Cocaine dependence, unspecified",17,
+E2421,"Cocaine dependence, continuous",17,
+E2422,"Cocaine dependence, episodic",17,
+E2423,Cocaine dependence in remission,17,
+E242z,Cocaine drug dependence NOS,17,
+E243.,Cannabis type drug dependence,17,
+E2430,"Cannabis dependence, unspecified",17,
+E2431,"Cannabis dependence, continuous",17,
+E2432,"Cannabis dependence, episodic",17,
+E2433,Cannabis dependence in remission,17,
+E243z,Cannabis drug dependence NOS,17,
+E244.,Amphetamine or other psychostimulant dependence,17,
+E2440,"Amphetamine or psychostimulant dependence, unspecified",17,
+E2441,"Amphetamine or psychostimulant dependence, continuous",17,
+E2442,"Amphetamine or psychostimulant dependence, episodic",17,
+E2443,Amphetamine or psychostimulant dependence in remission,17,
+E244z,Amphetamine or psychostimulant dependence NOS,17,
+E245.,Hallucinogen dependence,17,
+E2450,"Hallucinogen dependence, unspecified",17,
+E2451,"Hallucinogen dependence, continuous",17,
+E2452,"Hallucinogen dependence, episodic",17,
+E2453,Hallucinogen dependence in remission,17,
+E245z,Hallucinogen dependence NOS,17,
+E246.,Glue sniffing dependence,17,
+E2460,"Glue sniffing dependence, unspecified",17,
+E2461,"Glue sniffing dependence, continuous",17,
+E2462,"Glue sniffing dependence, episodic",17,
+E2463,Glue sniffing dependence in remission,17,
+E246z,Glue sniffing dependence NOS,17,
+E247.,Other specified drug dependence,17,
+E2470,"Other specified drug dependence, unspecified",17,
+E2471,"Other specified drug dependence, continuous",17,
+E2472,"Other specified drug dependence, episodic",17,
+E2473,Other specified drug dependence in remission,17,
+E247z,Other specified drug dependence NOS,17,
+E248.,Combined opioid with other drug dependence,17,
+E2480,"Combined opioid with other drug dependence, unspecified",17,
+E2481,"Combined opioid with other drug dependence, continuous",17,
+E2482,"Combined opioid with other drug dependence, episodic",17,
+E2483,Combined opioid with other drug dependence in remission,17,
+E248z,Combined opioid with other drug dependence NOS,17,
+E249.,"Combined drug dependence, excluding opioids",17,
+E2490,"Combined drug dependence, excluding opioid, unspecified",17,
+E2491,"Combined drug dependence, excluding opioid, continuous",17,
+E2492,"Combined drug dependence, excluding opioid, episodic",17,
+E2493,"Combined drug dependence, excluding opioid, in remission",17,
+E249z,"Combined drug dependence, excluding opioid, NOS",17,
+E24A.,Ecstasy type drug dependence,17,
+E24z.,Drug dependence NOS,17,
+E25..,Nondependent abuse of drugs,17,
+E252.,Nondependent cannabis abuse ,17,
+E2520,"Nondependent cannabis abuse, unspecified ",17,
+E2521,"Nondependent cannabis abuse, continuous ",17,
+E2522,"Nondependent cannabis abuse, episodic ",17,
+E2523,Nondependent cannabis abuse in remission ,17,
+E252z,Nondependent cannabis abuse NOS ,17,
+E253.,Nondependent hallucinogen abuse ,17,
+E2530,"Nondependent hallucinogen abuse, unspecified ",17,
+E2531,"Nondependent hallucinogen abuse, continuous ",17,
+E2532,"Nondependent hallucinogen abuse, episodic ",17,
+E2533,Nondependent hallucinogen abuse in remission ,17,
+E253z,Nondependent hallucinogen abuse NOS ,17,
+E254.,Nondependent hypnotic or anxiolytic abuse ,17,
+E2540,"Nondependent hypnotic or anxiolytic abuse, unspecified ",17,
+E2541,"Nondependent hypnotic or anxiolytic abuse, continuous ",17,
+E2542,"Nondependent hypnotic or anxiolytic abuse, episodic ",17,
+E2543,Nondependent hypnotic or anxiolytic abuse in remission ,17,
+E254z,Nondependent hypnotic or anxiolytic abuse NOS ,17,
+E255.,Nondependent opioid abuse ,17,
+E2550,"Nondependent opioid abuse, unspecified ",17,
+E2551,"Nondependent opioid abuse, continuous ",17,
+E2552,"Nondependent opioid abuse, episodic ",17,
+E2553,Nondependent opioid abuse in remission ,17,
+E255z,Nondependent opioid abuse NOS ,17,
+E256.,Nondependent cocaine abuse ,17,
+E2560,"Nondependent cocaine abuse, unspecified ",17,
+E2561,"Nondependent cocaine abuse, continuous ",17,
+E2562,"Nondependent cocaine abuse, episodic ",17,
+E2563,Nondependent cocaine abuse in remission ,17,
+E256z,Nondependent cocaine abuse NOS ,17,
+E257.,Nondependent amphetamine or other psychostimulant abuse ,17,
+E2570,"Nondependent amphetamine/psychostimulant abuse, unspecified ",17,
+E2571,"Nondependent amphetamine/psychostimulant abuse, continuous ",17,
+E2572,"Nondependent amphetamine or psychostimulant abuse, episodic ",17,
+E2573,Nondependent amphetamine/psychostimulant abuse in remission ,17,
+E257z,Nondependent amphetamine or psychostimulant abuse NOS ,17,
+E258.,Nondependent antidepressant type drug abuse ,17,
+E2580,"Nondependent antidepressant type drug abuse, unspecified ",17,
+E2581,"Nondependent antidepressant type drug abuse, continuous ",17,
+E2582,"Nondependent antidepressant type drug abuse, episodic ",17,
+E2583,Nondependent antidepressant type drug abuse in remission ,17,
+E258z,Nondependent antidepressant type drug abuse NOS ,17,
+E259.,Nondependent mixed drug abuse ,17,
+E2590,"Nondependent mixed drug abuse, unspecified ",17,
+E2591,"Nondependent mixed drug abuse, continuous ",17,
+E2592,"Nondependent mixed drug abuse, episodic ",17,
+E2593,Nondependent mixed drug abuse in remission ,17,
+E2594,Misuse of prescription only drugs ,17,
+E259z,Nondependent mixed drug abuse NOS ,17,
+E25y.,Nondependent other drug abuse ,17,
+E25y0,"Nondependent other drug abuse, unspecified ",17,
+E25y1,"Nondependent other drug abuse, continuous ",17,
+E25y2,"Nondependent other drug abuse, episodic ",17,
+E25y3,Nondependent other drug abuse in remission ,17,
+E25yz,Nondependent other drug abuse NOS ,17,
+E25z.,Misuse of drugs NOS ,17,
+E24..,Drug dependence ,17,
+E240.,Opioid type drug dependence ,17,
+E2400,Unspecified opioid dependence ,17,
+E2401,Continuous opioid dependence ,17,
+E2402,Episodic opioid dependence ,17,
+E2403,Opioid dependence in remission ,17,
+E240z,Opioid drug dependence NOS ,17,
+E241.,Hypnotic or anxiolytic dependence ,17,
+E2410,"Hypnotic or anxiolytic dependence, unspecified ",17,
+E2411,"Hypnotic or anxiolytic dependence, continuous ",17,
+E2412,"Hypnotic or anxiolytic dependence, episodic ",17,
+E2413,Hypnotic or anxiolytic dependence in remission ,17,
+E241z,Hypnotic or anxiolytic dependence NOS ,17,
+E242.,Cocaine type drug dependence ,17,
+E2420,"Cocaine dependence, unspecified ",17,
+E2421,"Cocaine dependence, continuous ",17,
+E2422,"Cocaine dependence, episodic ",17,
+E2423,Cocaine dependence in remission ,17,
+E242z,Cocaine drug dependence NOS ,17,
+E243.,Cannabis type drug dependence ,17,
+E2430,"Cannabis dependence, unspecified ",17,
+E2431,"Cannabis dependence, continuous ",17,
+E2432,"Cannabis dependence, episodic ",17,
+E2433,Cannabis dependence in remission ,17,
+E243z,Cannabis drug dependence NOS ,17,
+E244.,Amphetamine or other psychostimulant dependence ,17,
+E2440,"Amphetamine or psychostimulant dependence, unspecified ",17,
+E2441,"Amphetamine or psychostimulant dependence, continuous ",17,
+E2442,"Amphetamine or psychostimulant dependence, episodic ",17,
+E2443,Amphetamine or psychostimulant dependence in remission ,17,
+E244z,Amphetamine or psychostimulant dependence NOS ,17,
+E245.,Hallucinogen dependence ,17,
+E2450,"Hallucinogen dependence, unspecified ",17,
+E2451,"Hallucinogen dependence, continuous ",17,
+E2452,"Hallucinogen dependence, episodic ",17,
+E2453,Hallucinogen dependence in remission ,17,
+E245z,Hallucinogen dependence NOS ,17,
+E246.,Glue sniffing dependence ,17,
+E2460,"Glue sniffing dependence, unspecified ",17,
+E2461,"Glue sniffing dependence, continuous ",17,
+E2462,"Glue sniffing dependence, episodic ",17,
+E2463,Glue sniffing dependence in remission ,17,
+E246z,Glue sniffing dependence NOS ,17,
+E247.,Other specified drug dependence ,17,
+E2470,"Other specified drug dependence, unspecified ",17,
+E2471,"Other specified drug dependence, continuous ",17,
+E2472,"Other specified drug dependence, episodic ",17,
+E2473,Other specified drug dependence in remission ,17,
+E247z,Other specified drug dependence NOS ,17,
+E248.,Combined opioid with other drug dependence ,17,
+E2480,"Combined opioid with other drug dependence, unspecified ",17,
+E2481,"Combined opioid with other drug dependence, continuous ",17,
+E2482,"Combined opioid with other drug dependence, episodic ",17,
+E2483,Combined opioid with other drug dependence in remission ,17,
+E248z,Combined opioid with other drug dependence NOS ,17,
+E249.,"Combined drug dependence, excluding opioids ",17,
+E2490,"Combined drug dependence, excluding opioid, unspecified ",17,
+E2491,"Combined drug dependence, excluding opioid, continuous ",17,
+E2492,"Combined drug dependence, excluding opioid, episodic ",17,
+E2493,"Combined drug dependence, excluding opioid, in remission ",17,
+E249z,"Combined drug dependence, excluding opioid, NOS ",17,
+E24A.,Ecstasy type drug dependence ,17,
+E24z.,Drug dependence NOS ,17,
+E25..,Nondependent abuse of drugs ,17,
+E252.,Nondependent cannabis abuse,17,
+E2520,"Nondependent cannabis abuse, unspecified",17,
+E2521,"Nondependent cannabis abuse, continuous",17,
+E2522,"Nondependent cannabis abuse, episodic",17,
+E2523,Nondependent cannabis abuse in remission,17,
+E252z,Nondependent cannabis abuse NOS,17,
+E253.,Nondependent hallucinogen abuse,17,
+E2530,"Nondependent hallucinogen abuse, unspecified",17,
+E2531,"Nondependent hallucinogen abuse, continuous",17,
+E2532,"Nondependent hallucinogen abuse, episodic",17,
+E2533,Nondependent hallucinogen abuse in remission,17,
+E253z,Nondependent hallucinogen abuse NOS,17,
+E254.,Nondependent hypnotic or anxiolytic abuse,17,
+E2540,"Nondependent hypnotic or anxiolytic abuse, unspecified",17,
+E2541,"Nondependent hypnotic or anxiolytic abuse, continuous",17,
+E2542,"Nondependent hypnotic or anxiolytic abuse, episodic",17,
+E2543,Nondependent hypnotic or anxiolytic abuse in remission,17,
+E254z,Nondependent hypnotic or anxiolytic abuse NOS,17,
+E255.,Nondependent opioid abuse,17,
+E2550,"Nondependent opioid abuse, unspecified",17,
+E2551,"Nondependent opioid abuse, continuous",17,
+E2552,"Nondependent opioid abuse, episodic",17,
+E2553,Nondependent opioid abuse in remission,17,
+E255z,Nondependent opioid abuse NOS,17,
+E256.,Nondependent cocaine abuse,17,
+E2560,"Nondependent cocaine abuse, unspecified",17,
+E2561,"Nondependent cocaine abuse, continuous",17,
+E2562,"Nondependent cocaine abuse, episodic",17,
+E2563,Nondependent cocaine abuse in remission,17,
+E256z,Nondependent cocaine abuse NOS,17,
+E257.,Nondependent amphetamine or other psychostimulant abuse,17,
+E2570,"Nondependent amphetamine/psychostimulant abuse, unspecified",17,
+E2571,"Nondependent amphetamine/psychostimulant abuse, continuous",17,
+E2572,"Nondependent amphetamine or psychostimulant abuse, episodic",17,
+E2573,Nondependent amphetamine/psychostimulant abuse in remission,17,
+E257z,Nondependent amphetamine or psychostimulant abuse NOS,17,
+E258.,Nondependent antidepressant type drug abuse,17,
+E2580,"Nondependent antidepressant type drug abuse, unspecified",17,
+E2581,"Nondependent antidepressant type drug abuse, continuous",17,
+E2582,"Nondependent antidepressant type drug abuse, episodic",17,
+E2583,Nondependent antidepressant type drug abuse in remission,17,
+E258z,Nondependent antidepressant type drug abuse NOS,17,
+E259.,Nondependent mixed drug abuse,17,
+E2590,"Nondependent mixed drug abuse, unspecified",17,
+E2591,"Nondependent mixed drug abuse, continuous",17,
+E2592,"Nondependent mixed drug abuse, episodic",17,
+E2593,Nondependent mixed drug abuse in remission,17,
+E2594,Misuse of prescription only drugs,17,
+E259z,Nondependent mixed drug abuse NOS,17,
+E25y.,Nondependent other drug abuse,17,
+E25y0,"Nondependent other drug abuse, unspecified",17,
+E25y1,"Nondependent other drug abuse, continuous",17,
+E25y2,"Nondependent other drug abuse, episodic",17,
+E25y3,Nondependent other drug abuse in remission,17,
+E25yz,Nondependent other drug abuse NOS,17,
+E25z.,Misuse of drugs NOS,17,
+Eu1..,[X]Mental and behavioural disorders due to psychoactive subs,17,
+Eu11.,[X]Mental and behavioural disorders due to use of opioids ,17,
+Eu110,[X]Mental & behav dis due to use opioids: acute intoxication,17,
+Eu111,[X]Mental and behav dis due to use of opioids: harmful use ,17,
+Eu112,[X]Mental and behav dis due to use opioids: dependence syndr,17,
+Eu113,[X]Mental and behav dis due to use opioids: withdrawal state,17,
+Eu114,[X]Men & behav dis due opioid: withdrawl state with delirium,17,
+Eu115,[X]Mental & behav dis due to use opioids: psychotic disorder,17,
+Eu116,[X]Mental and behav dis due to use opioids: amnesic syndrome,17,
+Eu117,[X]Men & beh dis due opioids: resid & late-onset psychot dis,17,
+Eu11y,[X]Men & behav dis due to use opioids: oth men & behav dis ,17,
+Eu11z,[X]Ment & behav dis due use opioids: unsp ment & behav dis ,17,
+Eu12.,[X]Mental and behavioural disorders due to use cannabinoids ,17,
+Eu120,[X]Mental & behav dis due cannabinoids: acute intoxication ,17,
+Eu121,[X]Mental and behav dis due to use cannabinoids: harmful use,17,
+Eu122,[X]Mental and behav dis due to cannabinoids: dependence synd,17,
+Eu123,[X]Mental and behav dis due cannabinoids: withdrawal state ,17,
+Eu124,[X]Men & beh dis due cannabinds: withdrwl state wth delirium,17,
+Eu125,[X]Mental & behav dis due to cannabinoids: psychotic disordr,17,
+Eu126,[X]Mental and behav dis due to use cannabinoids: amnesic syn,17,
+Eu127,[X]Mnt/bh dis due cannabinds: resid & late-onset psychot dis,17,
+Eu12y,[X]Men/behav dis due to use cannabinoids: oth men/behav disd,17,
+Eu12z,[X]Ment/behav dis due use cannabinoids: unsp ment/behav disd,17,
+Eu13.,[X]Mental and behavioural dis due use sedatives/hypnotics ,17,
+Eu130,[X]Mental & behav dis due seds/hypntcs: acute intoxication ,17,
+Eu131,[X]Mental and behav dis due to use seds/hypntcs: harmful use,17,
+Eu132,[X]Mental and behav dis due to seds/hypntcs: dependence synd,17,
+Eu133,[X]Mental and behav dis due seds/hypntcs: withdrawal state ,17,
+Eu134,[X]Men & beh dis due seds/hypns: withdrwl state wth delirium,17,
+Eu135,[X]Mental & behav dis due to seds/hypntcs: psychotic disordr,17,
+Eu136,[X]Mental and behav dis due to use seds/hypntcs: amnesic syn,17,
+Eu137,[X]Mnt/bh dis due seds/hypns: resid & late-onset psychot dis,17,
+Eu13y,[X]Men/behav dis due to use seds/hypntcs: oth men/behav disd,17,
+Eu13z,[X]Ment/behav dis due use seds/hypntcs: unsp ment/behav disd,17,
+Eu14.,[X]Mental and behavioural disorders due to use of cocaine ,17,
+Eu140,[X]Mental & behav dis due to use cocaine: acute intoxication,17,
+Eu141,[X]Mental and behav dis due to use of cocaine: harmful use ,17,
+Eu142,[X]Mental and behav dis due to use cocaine: dependence syndr,17,
+Eu143,[X]Mental and behav dis due to use cocaine: withdrawal state,17,
+Eu144,[X]Men & behav dis due cocaine: withdrawl state wth delirium,17,
+Eu145,[X]Mental & behav dis due to use cocaine: psychotic disorder,17,
+Eu146,[X]Mental and behav dis due to use cocaine: amnesic syndrome,17,
+Eu147,[X]Men & beh dis due cocaine: resid & late-onset psychot dis,17,
+Eu14y,[X]Men & behav dis due to use cocaine: oth men & behav dis ,17,
+Eu14z,[X]Ment & behav dis due use cocaine: unsp ment & behav dis ,17,
+Eu16.,[X]Mental and behavioural disorders due to use hallucinogens,17,
+Eu160,[X]Mental & behav dis due hallucinogens: acute intoxicatn ,17,
+Eu161,[X]Mental and behav dis due to use hallucinogens: harmfl use,17,
+Eu162,[X]Mental and behav dis due to hallucinogens: dependence syn,17,
+Eu163,[X]Mental and behav dis due hallucinogens: withdrawal state ,17,
+Eu164,[X]Men & beh dis due hallucngns: withdrwl state wth delirium,17,
+Eu165,[X]Mental & behav dis due to hallucinogens: psychotic disord,17,
+Eu166,[X]Mental and behav dis due use hallucinogens: amnesic syndr,17,
+Eu167,[X]Mnt/bh dis due hallucngns: resid & late-onset psychot dis,17,
+Eu16y,[X]Men/behav dis due to use hallucinogens: oth men/behav dis,17,
+Eu16z,[X]Ment/behav dis due use hallucinogens: unsp ment/behav dis,17,
+Eu18.,[X]Mental & behav disorders due to use of volatile solvents ,17,
+Eu180,[X]Mental & behav dis due vol solvents: acute intoxication ,17,
+Eu181,[X]Mental and behav dis due volatile solvents: harmful use ,17,
+Eu182,[X]Mental and behav dis due to vol solvents: dependence synd,17,
+Eu183,[X]Mental and behav dis due vol solvents: withdrawal state ,17,
+Eu184,[X]Men & beh dis vol solvents: withdrawal state wth delirium,17,
+Eu185,[X]Mental & behav dis due to vol solvents: psychotic disordr,17,
+Eu186,[X]Mental and behav dis due to use vol solvents: amnesic syn,17,
+Eu187,[X]Mnt/bh dis vol solvents: resid & late-onset psychotic dis,17,
+Eu18y,[X]Men/behav dis due to use vol solvents: oth men/behav disd,17,
+Eu18z,[X]Ment/behav dis due use vol solvents: unsp ment/behav dis ,17,
+Eu19.,[X]Men & behav disorder multiple drug use/psychoactive subst,17,
+Eu190,[X]Mental/behav dis multi drg use/psychoac subs: acute intox,17,
+Eu191,[X]Mental and behav dis mlti drg/oth psychoa sbs: harmfl use,17,
+Eu192,[X]Mental and behav dis mlti/oth psych sbs: dependence syndr,17,
+Eu193,[X]Mental and behav dis mlti/oth psychoa sbs: withdrwl state,17,
+Eu194,[X]Mnt/bh dis mlti drg use/oth psy sbs: wthdr state + dlrium,17,
+Eu195,[X]Ment/behav dis mlti drug use/oth psyc sbs: psychotc dis ,17,
+Eu196,[X]Mental/behav dis multi drg use/oth psy sbs: amnesic syndr,17,
+Eu197,[X]Men/beh dis mlt drg use/oth subs: resid/late psychot dis ,17,
+Eu19y,[X]Men/beh dis mlt drg use/oth psy sbs: oth men & behav dis ,17,
+Eu19z,[X]Ment/beh dis multi drug use/oth psy sbs unsp mnt/beh dis ,17,
+Eu1A.,[X]Mental and behavioural disorders due use of crack cocaine,17,
+Eu1A0,[X]Ment behav dis due use crack cocaine: acute intoxication ,17,
+Eu1A1,[X]Mental behav disorders due use crack cocaine: harmful use,17,
+Eu1A2,[X]Mental behav disorders due use crack cocaine: depend synd,17,
+Eu1A3,[X]Mental behav disord due crack cocaine: withdrawal state ,17,
+Eu1A4,[X]Ment behav dis due crack cocaine: withdraw state delirium,17,
+Eu1A5,[X]Mental behav disord due crack cocaine: psychotic disorder,17,
+Eu1A6,[X]Men behav disorders due crack cocaine: amnesic syndrome ,17,
+Eu1A7,[X]Men beh dis due crack cocaine: resid late-onset psych dis,17,
+Eu1Ay,[X]Ment behav disord due crack cocaine: other ment behav dis,17,
+Eu1Az,[X]Ment behav dis due crack cocaine: unsp ment and behav dis,17,
+ZV114,[V]Personal history of psychoactive substance abuse ,17,
+14AB.,H/O: TIA ,19,
+14AK.,H/O: Stroke in last year ,19,
+14A7.,H/O: CVA/stroke ,19,
+1M4..,Central post-stroke pain ,19,
+662e.,Stroke/CVA annual review,19,
+662M.,Stroke monitoring,19,
+662o.,Haemorrhagic stroke monitoring,19,
+7P242,Delivery of rehabilitation for stroke ,19,
+8HBJ.,Stroke / transient ischaemic attack referral ,19,
+G61..,Intracerebral haemorrhage,19,
+G610.,Cortical haemorrhage,19,
+G611.,Internal capsule haemorrhage,19,
+G612.,Basal nucleus haemorrhage,19,
+G613.,Cerebellar haemorrhage,19,
+G614.,Pontine haemorrhage,19,
+G615.,Bulbar haemorrhage,19,
+G616.,External capsule haemorrhage,19,
+G617.,"Intracerebral haemorrhage, intraventricular",19,
+G618.,"Intracerebral haemorrhage, multiple localized",19,
+G61X.,"Intracerebral haemorrhage in hemisphere, unspecified",19,
+G61X0,"Left sided intracerebral haemorrhage, unspecified",19,
+G61X1,"Right sided intracerebral haemorrhage, unspecified",19,
+G61z.,Intracerebral haemorrhage NOS,19,
+G62..,Other and unspecified intracranial haemorrhage,19,
+G620.,Extradural haemorrhage - nontraumatic,19,
+G621.,Subdural haemorrhage - nontraumatic,19,
+G622.,Subdural haematoma - nontraumatic,19,
+G623.,Subdural haemorrhage NOS,19,
+G62z.,Intracranial haemorrhage NOS,19,
+G63y0,Cerebral infarct due to thrombosis of precerebral arteries,19,
+G63y1,Cerebral infarction due to embolism of precerebral arteries,19,
+G64..,Cerebral arterial occlusion,19,
+G6400,Cerebral infarction due to thrombosis of cerebral arteries,19,
+G6410,Cerebral infarction due to embolism of cerebral arteries,19,
+G64z.,Cerebral infarction NOS,19,
+G64z0,Brainstem infarction,19,
+G64z2,Left sided cerebral infarction,19,
+G64z3,Right sided cerebral infarction,19,
+G64z4,Infarction of basal ganglia,19,
+G65..,Transient cerebral ischaemia ,19,
+G650.,Basilar artery syndrome ,19,
+G651.,Vertebral artery syndrome ,19,
+G6510,Vertebro-basilar artery syndrome ,19,
+G652.,Subclavian steal syndrome ,19,
+G653.,Carotid artery syndrome hemispheric ,19,
+G654.,Multiple and bilateral precerebral artery syndromes ,19,
+G656.,Vertebrobasilar insufficiency ,19,
+G65y.,Other transient cerebral ischaemia ,19,
+G65z.,Transient cerebral ischaemia NOS ,19,
+G65z0,Impending cerebral ischaemia ,19,
+G65z1,Intermittent cerebral ischaemia ,19,
+G65zz,Transient cerebral ischaemia NOS ,19,
+G66..,Stroke and cerebrovascular accident unspecified,19,
+G663.,Brain stem stroke syndrome ,19,
+G664.,Cerebellar stroke syndrome ,19,
+G667.,Left sided CVA ,19,
+G668.,Right sided CVA ,19,
+G669.,"Cerebral palsy, not congenital or infantile, acute",19,
+G6760,"Cereb infarct due cerebral venous thrombosis, nonpyogenic",19,
+G6W..,Cereb infarct due unsp occlus/stenos precerebr arteries,19,
+G6X..,Cerebrl infarctn due/unspcf occlusn or sten/cerebrl artrs,19,
+Gyu62,[X]Other intracerebral haemorrhage,19,
+Gyu63,[X]Cerebrl infarctn due/unspcf occlusn or sten/cerebrl artrs,19,
+Gyu64,[X]Other cerebral infarction,19,
+Gyu65,[X]Occlusion and stenosis of other precerebral arteries ,19,
+Gyu66,[X]Occlusion and stenosis of other cerebral arteries ,19,
+Gyu6F,"[X]Intracerebral haemorrhage in hemisphere, unspecified",19,
+Gyu6G,[X]Cereb infarct due unsp occlus/stenos precerebr arteries,19,
+ZV12D,[V]Personal history of transient ischaemic attack ,19,
+Fyu55,[X]Other transnt cerebral ischaemic attacks+related syndroms,19,
+1Z1..,Chronic renal impairment ,20,
+1Z10.,Chronic kidney disease stage 1 ,20,
+1Z11.,Chronic kidney disease stage 2 ,20,
+1Z12.,Chronic kidney disease stage 3 ,20,
+1Z13.,Chronic kidney disease stage 4 ,20,
+1Z14.,Chronic kidney disease stage 5 ,20,
+1Z15.,Chronic kidney disease stage 3A ,20,
+1Z16.,Chronic kidney disease stage 3B ,20,
+1Z17.,Chronic kidney disease stage 1 with proteinuria ,20,
+1Z18.,Chronic kidney disease stage 1 without proteinuria ,20,
+1Z19.,Chronic kidney disease stage 2 with proteinuria ,20,
+1Z1A.,Chronic kidney disease stage 2 without proteinuria ,20,
+1Z1B.,Chronic kidney disease stage 3 with proteinuria ,20,
+1Z1C.,Chronic kidney disease stage 3 without proteinuria ,20,
+1Z1D.,Chronic kidney disease stage 3A with proteinuria ,20,
+1Z1E.,Chronic kidney disease stage 3A without proteinuria ,20,
+1Z1F.,Chronic kidney disease stage 3B with proteinuria ,20,
+1Z1G.,Chronic kidney disease stage 3B without proteinuria ,20,
+1Z1H.,Chronic kidney disease stage 4 with proteinuria ,20,
+1Z1J.,Chronic kidney disease stage 4 without proteinuria ,20,
+1Z1K.,Chronic kidney disease stage 5 with proteinuria ,20,
+1Z1L.,Chronic kidney disease stage 5 without proteinuria ,20,
+66i..,Chronic kidney disease monitoring ,20,
+K07..,Renal sclerosis unspecified,20,
+K070.,Atrophy of kidney,20,
+K071.,Renal fibrosis,20,
+K072.,Glomerulosclerosis,20,
+K07z.,Renal sclerosis NOS,20,
+K08..,Impaired renal function disorder,20,
+K080.,Renal osteodystrophy,20,
+K0800,Phosphate-losing tubular disorders,20,
+K0801,Renal dwarfism,20,
+K0802,Renal infantilism,20,
+K0803,Renal rickets,20,
+K080z,Renal osteodystrophy NOS,20,
+K081.,Nephrogenic diabetes insipidus,20,
+K08y.,Other impaired renal function disorder,20,
+K08y0,Hypokalaemic nephropathy,20,
+K08y2,Lightwood - Albright syndrome,20,
+K08y3,Renal function impairment with growth failure,20,
+K08y4,Renal tubular acidosis,20,
+K08yz,Other impaired renal function disorder NOS,20,
+K08z.,Impaired renal function disorder NOS,20,
+K09..,Small kidney of unknown cause,20,
+K090.,Unilateral small kidney,20,
+K0900,Atrophy of kidney,20,
+K091.,Bilateral small kidneys,20,
+K09z.,Small kidneys unspecified,20,
+K0y..,"Other specified nephritis, nephrosis or nephrotic syndrome",20,
+K0z..,"Nephritis, nephrosis and nephrotic syndrome NOS",20,
+K103.,Pyeloureteritis cystica,20,
+K13..,Other kidney and ureter disorders,20,
+K130.,Nephroptosis,20,
+K131.,Hypertrophy of kidney,20,
+K13y.,Other kidney and ureteric disorders,20,
+K13y0,Ureteric fistula,20,
+K13y1,Adhesions of kidney,20,
+K13y2,Adhesions of ureter,20,
+K13y3,Periureteritis,20,
+K13y5,Polyp of ureter,20,
+K13y6,Ureterocele - acquired,20,
+K13y7,Megaloureter - acquired,20,
+K13y9,Ureteric neuromuscular incoordination,20,
+K13yz,Other kidney and ureteric disorders NOS,20,
+K13z.,Kidney and ureter disease NOS,20,
+Kyu4.,[X]Other disorders of kidney and ureter,20,
+Kyu40,[X]Other disorders resulting/impaired renal tubular function,20,
+Kyu41,[X]Other specified disorders of kidney and ureter,20,
+Kyu42,[X]Oth disordrs/kidney+ureter/infects+parasitic diseases CE,20,
+Kyu43,[X]Other disorders of kidney+ureter in other diseases CE,20,
+J511.,Diverticulitis,21,
+J5110,Diverticulitis of the duodenum,21,
+J5111,Diverticulitis of the jejunum,21,
+J5112,Diverticulitis of the ileum,21,
+J5113,Diverticulitis of the small intestine unspecified,21,
+J5114,Diverticulitis of the small intestine NOS,21,
+J5115,Diverticulitis of the colon,21,
+J5116,Diverticulitis of the large intestine unspecified,21,
+J5117,Diverticulitis of the large intestine NOS,21,
+J511y,Diverticulitis unspecified,21,
+J511z,Diverticulitis NOS,21,
+J5100,Diverticulosis of the duodenum,21,
+J5101,Diverticulosis of the jejunum,21,
+J5102,Diverticulosis of the ileum,21,
+J5103,Diverticulosis of the small intestine unspecified,21,
+J5104,Diverticulosis of the small intestine NOS,21,
+J5105,Diverticulosis of the colon,21,
+J5106,Diverticulosis of the large intestine unspecified,21,
+J5107,Diverticulosis of the large intestine NOS,21,
+J5108,Diverticular disease of both small and large intestine without perforation or abscess,21,
+J5109,Bleeding diverticulosis,21,
+J510y,Diverticulosis unspecified,21,
+J510z,Diverticulosis NOS,21,
+J171.,Gastric diverticulum,21,
+J512.,Perforated diverticulum,21,
+J5121,Perforated diverticulum of jejunum,21,
+J5122,Perforated diverticulum of ileum,21,
+J5123,Perforated diverticulum of small intestine unspecified,21,
+J5124,Perforated diverticulum of small intestine NOS,21,
+J5125,Perforated diverticulum of colon,21,
+J5126,Perforated diverticulum of large intestine unspecified,21,
+J5127,Perforated diverticulum of large intestine NOS,21,
+J5128,Diverticular disease of both small and large intestine with perforation and abscess,21,
+J512y,Perforated diverticulum unspecified,21,
+J512z,Perforated diverticulum of intestine NOS,21,
+J513.,Diverticular abscess,21,
+J51z.,Diverticula of the intestine NOS,21,
+J51..,Diverticula of intestine,21,
+X304P,DD - Diverticular disease,21,
+X304Q,Solitary diverticulum of left side of colon,21,
+XM0B8,Simple diverticular disease,21,
+J5105,Diverticulosis of the colon,21,
+X304T,Diverticular disease of right side of colon,21,
+XM0B9,Complicated diverticular disease,21,
+Xa1bK,Diverticulitis of large intestine,21,
+J5115,Diverticulitis of colon,21,
+J5116,Diverticulitis of the large intestine unspecified,21,
+J5117,Diverticulitis of the large intestine NOS,21,
+Xa1bL,Perforated diverticulum of large intestine,21,
+J5125,Perforated diverticulum of colon,21,
+J5126,Perforated diverticulum of large intestine unspecified,21,
+J5127,Perforated diverticulum of large intestine NOS,21,
+X304R,Colonic diverticular abscess,21,
+X304S,Small muscle hypertrophy of sigmoid colon,21,
+J5109,Bleeding diverticulosis,21,
+Xa1d1,Solitary diverticulum of caecum,21,
+J5106,Diverticulosis of the large intestine unspecified,21,
+J5107,Diverticulosis of the large intestine NOS,21,
+J5108,Diverticular disease of both small and large intestine without perforation or abscess,21,
+J5128,Diverticular disease of both small and large intestine with perforation and abscess,21,
+Xa2ku,Diverticular disease of left side of colon,21,
+14AN.,H/O: atrial fibrillation ,22,
+3272,ECG: atrial fibrillation ,22,
+662S.,Atrial fibrillation monitoring,22,
+6A9..,Atrial fibrillation annual review,22,
+G573.,Atrial fibrillation and flutter ,22,
+G5730,Atrial fibrillation ,22,
+G5732,Paroxysmal atrial fibrillation ,22,
+G5733,Non-rheumatic atrial fibrillation ,22,
+G5734,Permanent atrial fibrillation ,22,
+G5735,Persistent atrial fibrillation ,22,
+G573z,Atrial fibrillation and flutter NOS ,22,
+14NB.,H/O: Peripheral vascular disease procedure ,23,
+G73..,Other peripheral vascular disease ,23,
+G730.,Raynaud's syndrome ,23,
+G7300,Raynaud's disease ,23,
+G7301,Raynaud's phenomenon ,23,
+G730z,Raynaud's syndrome NOS ,23,
+G731.,Thromboangiitis obliterans ,23,
+G7310,Buerger's disease ,23,
+G7311,Presenile gangrene ,23,
+G731z,Thromboangiitis obliterans NOS ,23,
+G732.,Peripheral gangrene ,23,
+G7320,Gangrene of toe ,23,
+G7321,Gangrene of foot ,23,
+G7322,Gangrene of finger ,23,
+G7323,Gangrene of thumb ,23,
+G7324,Gangrene of hand ,23,
+G733.,Ischaemic foot ,23,
+G73y.,Other specified peripheral vascular disease ,23,
+G73y0,Diabetic peripheral angiopathy ,23,
+G73y1,Peripheral angiopathic disease EC NOS ,23,
+G73y2,Acrocyanosis ,23,
+G73y4,Acroparaesthesia - Schultze's type ,23,
+G73y5,Acroparaesthesia - Nothnagel's type ,23,
+G73y6,Acroparaesthesia - unspecified ,23,
+G73y7,Erythrocyanosis ,23,
+G73y8,Erythromelalgia ,23,
+G73yz,Other specified peripheral vascular disease NOS ,23,
+G73z.,Peripheral vascular disease NOS ,23,
+G73z0,Intermittent claudication ,23,
+G73zz,Peripheral vascular disease NOS ,23,
+Gyu74,[X]Other specified peripheral vascular diseases ,23,
+P76..,Other peripheral vascular system anomalies ,23,
+G830.,Varicose veins of the leg with ulcer,23,
+G831.,Varicose veins of the leg with eczema,23,
+G832.,Varicose veins of the leg with ulcer and eczema,23,
+G833.,Varicose veins of the leg with rupture,23,
+G835.,Infected varicose ulcer,23,
+G836.,Varicose vein of leg with phlebitis,23,
+G837.,Venous ulcer of leg,23,
+G8y1.,Postphlebitic syndrome,23,
+G8y3.,Chronic peripheral venous hypertension,23,
+G8yy0,Chronic venous insufficiency NOS,23,
+G702.,Extremity artery atheroma,23,
+G702z,Extremity artery atheroma NOS,23,
+14A6.,H/O: heart failure ,24,
+14AM.,H/O: Heart failure in last year ,24,
+1O1..,Heart failure confirmed ,24,
+662p.,Heart failure 6 month review,24,
+662T.,Congestive heart failure monitoring,24,
+662W.,Heart failure annual review,24,
+8B29.,Cardiac failure therapy ,24,
+8H2S.,Admit heart failure emergency ,24,
+9N0k.,Seen in heart failure clinic ,24,
+G1yz1,Rheumatic left ventricular failure ,24,
+G58..,Heart failure ,24,
+G580.,Congestive heart failure ,24,
+G5800,Acute congestive heart failure ,24,
+G5801,Chronic congestive heart failure ,24,
+G5802,Decompensated cardiac failure ,24,
+G5803,Compensated cardiac failure ,24,
+G5804,Congestive heart failure due to valvular disease ,24,
+G581.,Left ventricular failure ,24,
+G5810,Acute left ventricular failure ,24,
+G582.,Acute heart failure ,24,
+G583.,Heart failure with normal ejection fraction ,24,
+G58z.,Heart failure NOS ,24,
+G5y4z,Post cardiac operation heart failure NOS ,24,
+L09y2,Cardiac failure following abortive pregnancy ,24,
+Q48y1,Congenital cardiac failure ,24,
+8L51.,Prostatectomy planned ,25,
+A1650,Tuberculosis of prostate ,25,
+A9812,Acute gonococcal prostatitis ,25,
+A9832,Chronic gonococcal prostatitis ,25,
+AD103,Trichomonal prostatitis ,25,
+B46..,Malignant neoplasm of prostate ,25,
+B58y5,Secondary malignant neoplasm of prostate ,25,
+B7C2.,Benign neoplasm of prostate ,25,
+B834.,Carcinoma in situ of prostate ,25,
+B8340,High grade prostatic intraepithelial neoplasia ,25,
+B915.,Neoplasm of uncertain behaviour of prostate ,25,
+K20..,Benign prostatic hypertrophy ,25,
+K200.,Prostatic hyperplasia unspecified ,25,
+K201.,Prostatic hyperplasia of the lateral lobe ,25,
+K202.,Prostatic hyperplasia of the medial lobe ,25,
+K20z.,Prostatic hyperplasia NOS ,25,
+K21..,Prostate inflammatory diseases ,25,
+K210.,Acute prostatitis ,25,
+K211.,Chronic prostatitis ,25,
+K212.,Abscess of prostate ,25,
+K213.,Prostatocystitis ,25,
+K214.,Prostatitis in diseases EC ,25,
+K2140,Prostatitis in actinomycosis ,25,
+K2141,Prostatitis in blastomycosis ,25,
+K2142,Prostatitis in syphilis ,25,
+K2143,Prostatitis in tuberculosis ,25,
+K2144,Prostatitis in gonorrhoea ,25,
+K2145,Prostatitis in moniliasis ,25,
+K2146,Prostatitis in trichomoniasis ,25,
+K214z,Prostatitis in diseases EC NOS ,25,
+K21y.,Other prostatic inflammatory diseases ,25,
+K21z.,Prostatitis NOS ,25,
+K22..,Other disorders of prostate ,25,
+K220.,Calculus of prostate ,25,
+K221.,Prostatic congestion or haemorrhage ,25,
+K2210,Prostatic congestion ,25,
+K2211,Prostatic haemorrhage ,25,
+K221z,Prostatic congestion or haemorrhage NOS ,25,
+K222.,Atrophy of prostate ,25,
+K22y.,Other disorders of prostate OS ,25,
+K22y0,Prostatic fistula ,25,
+K22y1,Infarction of prostate ,25,
+K22y2,Stricture of prostate ,25,
+K22y3,Periprostatic adhesions ,25,
+K22yz,Other prostate disorders NOS ,25,
+K22z.,Prostatic disorders NOS ,25,
+Kyu60,[X]Other inflammatory diseases of prostate ,25,
+Kyu61,[X]Other specified disorders of prostate ,25,
+Kyu68,[X]Disorders of prostate in diseases classified elsewhere ,25,
+PCy01,Congenital absence of prostate ,25,
+PCyx.,Other congenital anomaly of vas deferens or prostate ,25,
+Pyu69,[X]Oth cong malform vas def/epidid/semin vesicles/prostate ,25,
+66T1.,Glaucoma monitoring,26,
+7275,Pan retinal photocoagulation for glaucoma ,26,
+F4421,Glaucomatocyclitic crises ,26,
+F45..,Glaucoma ,26,
+F450.,Borderline glaucoma ,26,
+F4501,Open angle glaucoma with borderline intraocular pressure ,26,
+F4502,Borderline glaucoma with anatomical narrow angle ,26,
+F4503,Borderline glaucoma steroid responder ,26,
+F450z,Borderline glaucoma NOS ,26,
+F451.,Open-angle glaucoma ,26,
+F4510,Unspecified open-angle glaucoma ,26,
+F4511,Primary open-angle glaucoma ,26,
+F4512,Low tension glaucoma ,26,
+F4513,Pigmentary glaucoma ,26,
+F4514,Glaucoma of childhood ,26,
+F4515,Open-angle glaucoma residual stage ,26,
+F451z,Open-angle glaucoma NOS ,26,
+F452.,Primary angle-closure glaucoma ,26,
+F4520,Unspecified primary angle-closure glaucoma ,26,
+F4521,Intermittent primary angle-closure glaucoma ,26,
+F4522,Acute primary angle-closure glaucoma ,26,
+F4523,Chronic primary angle-closure glaucoma ,26,
+F4524,Primary angle-closure glaucoma residual stage ,26,
+F452z,Primary angle-closure glaucoma NOS ,26,
+F453.,Steroid-induced glaucoma ,26,
+F4530,Steroid-induced glaucoma glaucomatous stage ,26,
+F4531,Steroid-induced glaucoma residual stage ,26,
+F453z,Steroid-induced glaucoma NOS ,26,
+F454.,Glaucoma due to disease EC ,26,
+F4540,Glaucoma due to chamber angle anomaly ,26,
+F4541,Glaucoma due to iris anomaly ,26,
+F4542,Glaucoma due to other anterior segment anomaly ,26,
+F4543,Glaucoma due to systemic syndrome ,26,
+F4544,"Glaucoma in endocrine, nutritional and metabolic diseases ",26,
+F454z,Glaucoma due to disease NOS ,26,
+F455.,Glaucoma associated with disorders of the lens ,26,
+F4550,Phacolytic glaucoma ,26,
+F4551,Pseudoexfoliation glaucoma ,26,
+F455z,Glaucoma associated with disorders of the lens NOS ,26,
+F456.,Glaucoma associated with other ocular disorders ,26,
+F4560,Glaucoma due to unspecified ocular disorder ,26,
+F4561,Glaucoma due to pupillary block ,26,
+F4562,Glaucoma due to ocular inflammation ,26,
+F4563,Glaucoma due to ocular vascular disorder ,26,
+F4564,Glaucoma due to ocular tumour or cyst ,26,
+F4565,Glaucoma due to ocular trauma ,26,
+F4566,Neovascular glaucoma ,26,
+F456z,Glaucoma associated with other ocular disorders NOS ,26,
+F45y.,Other specified forms of glaucoma ,26,
+F45y0,Hypersecretion glaucoma ,26,
+F45y1,Glaucoma due to episode of increased venous pressure ,26,
+F45y2,Low tension glaucoma ,26,
+F45yz,Other specified glaucoma NOS ,26,
+F45z.,Glaucoma NOS ,26,
+F4631,Glaucomatous subcapsular flecks ,26,
+F4H14,Optic disc glaucomatous atrophy ,26,
+FyuG.,[X]Glaucoma ,26,
+FyuG0,[X]Other glaucoma ,26,
+FyuG1,"[X]Glaucoma in endocrine,nutritional+metabolic diseases CE ",26,
+FyuG2,[X]Glaucoma in other diseases classified elsewhere ,26,
+P3200,Congenital glaucoma ,26,
+Q20y7,Traumatic glaucoma due to birth trauma ,26,
+1473,H/O: epilepsy ,27,
+1B1W.,Transient epileptic amnesia,27,
+1O30.,Epilepsy confirmed ,27,
+667..,Epilepsy monitoring,27,
+6671,Initial epilepsy assessment,27,
+6672,Follow-up epilepsy assessment,27,
+6673,Epilepsy associated problems,27,
+6674,Fit frequency,27,
+6675,Last fit,27,
+6676,Epilepsy treatment changed,27,
+6677,Epilepsy treatment started,27,
+6678,Nocturnal epilepsy,27,
+6679,Epilepsy control good,27,
+667D.,Epilepsy control poor,27,
+667E.,Epilepsy care arrangement,27,
+667G.,Epilepsy restricts employment,27,
+667H.,Epilepsy prevents employment,27,
+667J.,Epilepsy impairs education,27,
+667K.,Epilepsy limits activities,27,
+667L.,Epilepsy does not limit activities,27,
+667M.,Epilepsy management plan given,27,
+667N.,Epilepsy severity,27,
+667Q.,1 to 12 seizures a year,27,
+667R.,2 to 4 seizures a month,27,
+667S.,1 to 7 seizures a week,27,
+667T.,Daily seizures,27,
+667V.,Many seizures a day,27,
+667W.,Emergency epilepsy treatment since last appointment,27,
+667X.,No epilepsy drug side effects,27,
+667Z.,Epilepsy monitoring NOS,27,
+8B66.,Anticonvulsant therapy,27,
+8BIF.,Epilepsy medication review,27,
+Eu803,[X]Acquired aphasia with epilepsy [Landau - Kleffner] ,27,
+F1321,Progressive myoclonic epilepsy ,27,
+F25..,Epilepsy ,27,
+F250.,Generalised nonconvulsive epilepsy ,27,
+F2500,Petit mal (minor) epilepsy ,27,
+F2501,Pykno-epilepsy ,27,
+F2502,Epileptic seizures - atonic ,27,
+F2503,Epileptic seizures - akinetic ,27,
+F2504,Juvenile absence epilepsy ,27,
+F2505,Lennox-Gastaut syndrome ,27,
+F250y,Other specified generalised nonconvulsive epilepsy ,27,
+F250z,Generalised nonconvulsive epilepsy NOS ,27,
+F251.,Generalised convulsive epilepsy ,27,
+F2510,Grand mal (major) epilepsy ,27,
+F2511,Neonatal myoclonic epilepsy ,27,
+F2512,Epileptic seizures - clonic ,27,
+F2513,Epileptic seizures - myoclonic ,27,
+F2514,Epileptic seizures - tonic ,27,
+F2515,Tonic-clonic epilepsy ,27,
+F2516,Grand mal seizure ,27,
+F251y,Other specified generalised convulsive epilepsy ,27,
+F251z,Generalised convulsive epilepsy NOS ,27,
+F252.,Petit mal status ,27,
+F253.,Grand mal status ,27,
+F254.,Partial epilepsy with impairment of consciousness ,27,
+F2540,Temporal lobe epilepsy ,27,
+F2541,Psychomotor epilepsy ,27,
+F2542,Psychosensory epilepsy ,27,
+F2543,Limbic system epilepsy ,27,
+F2544,Epileptic automatism ,27,
+F2545,Complex partial epileptic seizure ,27,
+F254z,Partial epilepsy with impairment of consciousness NOS ,27,
+F255.,Partial epilepsy without impairment of consciousness ,27,
+F2550,"Jacksonian, focal or motor epilepsy ",27,
+F2551,Sensory induced epilepsy ,27,
+F2552,Somatosensory epilepsy ,27,
+F2553,Visceral reflex epilepsy ,27,
+F2554,Visual reflex epilepsy ,27,
+F2555,Unilateral epilepsy ,27,
+F2556,Simple partial epileptic seizure ,27,
+F255y,Partial epilepsy without impairment of consciousness OS ,27,
+F255z,Partial epilepsy without impairment of consciousness NOS ,27,
+F256.,Infantile spasms ,27,
+F2560,Hypsarrhythmia ,27,
+F2561,Salaam attacks ,27,
+F256z,Infantile spasms NOS ,27,
+F257.,Kojevnikov's epilepsy ,27,
+F258.,Post-ictal state ,27,
+F259.,Early infant epileptic encephalopathy wth suppression bursts,27,
+F25A.,Juvenile myoclonic epilepsy ,27,
+F25B.,Alcohol-induced epilepsy ,27,
+F25C.,Drug-induced epilepsy ,27,
+F25D.,Menstrual epilepsy ,27,
+F25E.,Stress-induced epilepsy ,27,
+F25F.,Photosensitive epilepsy ,27,
+F25X.,"Status epilepticus, unspecified ",27,
+F25y.,Other forms of epilepsy ,27,
+F25y0,Cursive (running) epilepsy ,27,
+F25y1,Gelastic epilepsy ,27,
+F25y2,Locl-rlt(foc)(part)idiop epilep&epilptic syn seiz locl onset,27,
+F25y3,Complex partial status epilepticus ,27,
+F25y4,Benign Rolandic epilepsy ,27,
+F25y5,Panayiotopoulos syndrome ,27,
+F25yz,Other forms of epilepsy NOS ,27,
+F25z.,Epilepsy NOS ,27,
+Fyu50,[X]Other generalized epilepsy and epileptic syndromes ,27,
+Fyu51,[X]Other epilepsy ,27,
+Fyu52,[X]Other status epilepticus ,27,
+Fyu59,"[X]Status epilepticus, unspecified",27,
+SC200,Traumatic epilepsy ,27,
+66h..,Dementia monitoring,28,
+6AB..,Dementia annual review,28,
+E000.,Uncomplicated senile dementia ,28,
+E001.,Presenile dementia ,28,
+E0010,Uncomplicated presenile dementia ,28,
+E0011,Presenile dementia with delirium ,28,
+E0012,Presenile dementia with paranoia ,28,
+E0013,Presenile dementia with depression ,28,
+E001z,Presenile dementia NOS ,28,
+E002.,Senile dementia with depressive or paranoid features ,28,
+E0020,Senile dementia with paranoia ,28,
+E0021,Senile dementia with depression ,28,
+E002z,Senile dementia with depressive or paranoid features NOS ,28,
+E003.,Senile dementia with delirium ,28,
+E004.,Arteriosclerotic dementia ,28,
+E0040,Uncomplicated arteriosclerotic dementia ,28,
+E0041,Arteriosclerotic dementia with delirium ,28,
+E0042,Arteriosclerotic dementia with paranoia ,28,
+E0043,Arteriosclerotic dementia with depression ,28,
+E004z,Arteriosclerotic dementia NOS ,28,
+E012.,Other alcoholic dementia ,28,
+E02y1,Drug-induced dementia ,28,
+E041.,Dementia in conditions EC ,28,
+Eu00.,[X]Dementia in Alzheimer's disease ,28,
+Eu000,[X]Dementia in Alzheimer's disease with early onset ,28,
+Eu001,[X]Dementia in Alzheimer's disease with late onset ,28,
+Eu002,"[X]Dementia in Alzheimer's dis, atypical or mixed type ",28,
+Eu00z,"[X]Dementia in Alzheimer's disease, unspecified ",28,
+Eu01.,[X]Vascular dementia ,28,
+Eu010,[X]Vascular dementia of acute onset ,28,
+Eu011,[X]Multi-infarct dementia ,28,
+Eu012,[X]Subcortical vascular dementia ,28,
+Eu013,[X]Mixed cortical and subcortical vascular dementia ,28,
+Eu01y,[X]Other vascular dementia ,28,
+Eu01z,"[X]Vascular dementia, unspecified ",28,
+Eu02.,[X]Dementia in other diseases classified elsewhere ,28,
+Eu020,[X]Dementia in Pick's disease ,28,
+Eu021,[X]Dementia in Creutzfeldt-Jakob disease ,28,
+Eu022,[X]Dementia in Huntington's disease ,28,
+Eu023,[X]Dementia in Parkinson's disease ,28,
+Eu024,[X]Dementia in human immunodef virus [HIV] disease ,28,
+Eu025,[X]Lewy body dementia ,28,
+Eu02y,[X]Dementia in other specified diseases classif elsewhere ,28,
+Eu02z,[X] Unspecified dementia ,28,
+Eu041,[X]Delirium superimposed on dementia ,28,
+F110.,Alzheimer's disease,28,
+F1100,Alzheimer's disease with early onset,28,
+F1101,Alzheimer's disease with late onset,28,
+F111.,Pick's disease,28,
+F112.,Senile degeneration of brain,28,
+F116.,Lewy body disease,28,
+Fyu30,[X]Other Alzheimer's disease,28,
+1464,H/O: schizophrenia ,29,
+E10..,Schizophrenic disorders ,29,
+E100.,Simple schizophrenia ,29,
+E1000,Unspecified schizophrenia ,29,
+E1001,Subchronic schizophrenia ,29,
+E1002,Chronic schizophrenic ,29,
+E1003,Acute exacerbation of subchronic schizophrenia ,29,
+E1004,Acute exacerbation of chronic schizophrenia ,29,
+E1005,Schizophrenia in remission ,29,
+E100z,Simple schizophrenia NOS ,29,
+E101.,Hebephrenic schizophrenia ,29,
+E1010,Unspecified hebephrenic schizophrenia ,29,
+E1011,Subchronic hebephrenic schizophrenia ,29,
+E1012,Chronic hebephrenic schizophrenia ,29,
+E1013,Acute exacerbation of subchronic hebephrenic schizophrenia ,29,
+E1014,Acute exacerbation of chronic hebephrenic schizophrenia ,29,
+E1015,Hebephrenic schizophrenia in remission ,29,
+E101z,Hebephrenic schizophrenia NOS ,29,
+E102.,Catatonic schizophrenia ,29,
+E1020,Unspecified catatonic schizophrenia ,29,
+E1021,Subchronic catatonic schizophrenia ,29,
+E1022,Chronic catatonic schizophrenia ,29,
+E1023,Acute exacerbation of subchronic catatonic schizophrenia ,29,
+E1024,Acute exacerbation of chronic catatonic schizophrenia ,29,
+E1025,Catatonic schizophrenia in remission ,29,
+E102z,Catatonic schizophrenia NOS ,29,
+E103.,Paranoid schizophrenia ,29,
+E1030,Unspecified paranoid schizophrenia ,29,
+E1031,Subchronic paranoid schizophrenia ,29,
+E1032,Chronic paranoid schizophrenia ,29,
+E1033,Acute exacerbation of subchronic paranoid schizophrenia ,29,
+E1034,Acute exacerbation of chronic paranoid schizophrenia ,29,
+E1035,Paranoid schizophrenia in remission ,29,
+E103z,Paranoid schizophrenia NOS ,29,
+E104.,Acute schizophrenic episode ,29,
+E105.,Latent schizophrenia ,29,
+E1050,Unspecified latent schizophrenia ,29,
+E1051,Subchronic latent schizophrenia ,29,
+E1052,Chronic latent schizophrenia ,29,
+E1053,Acute exacerbation of subchronic latent schizophrenia ,29,
+E1054,Acute exacerbation of chronic latent schizophrenia ,29,
+E1055,Latent schizophrenia in remission ,29,
+E105z,Latent schizophrenia NOS ,29,
+E106.,Residual schizophrenia ,29,
+E107.,Schizo-affective schizophrenia ,29,
+E1070,Unspecified schizo-affective schizophrenia ,29,
+E1071,Subchronic schizo-affective schizophrenia ,29,
+E1072,Chronic schizo-affective schizophrenia ,29,
+E1073,Acute exacerbation subchronic schizo-affective schizophrenia,29,
+E1074,Acute exacerbation of chronic schizo-affective schizophrenia,29,
+E1075,Schizo-affective schizophrenia in remission ,29,
+E107z,Schizo-affective schizophrenia NOS ,29,
+E10y.,Other schizophrenia ,29,
+E10y0,Atypical schizophrenia ,29,
+E10y1,Coenesthopathic schizophrenia ,29,
+E10yz,Other schizophrenia NOS ,29,
+E10z.,Schizophrenia NOS ,29,
+E11..,Affective psychoses ,29,
+E110.,"Manic disorder, single episode ",29,
+E1100,"Single manic episode, unspecified ",29,
+E1101,"Single manic episode, mild ",29,
+E1102,"Single manic episode, moderate ",29,
+E1103,"Single manic episode, severe without mention of psychosis ",29,
+E1104,"Single manic episode, severe, with psychosis ",29,
+E1105,Single manic episode in partial or unspecified remission ,29,
+E1106,Single manic episode in full remission ,29,
+E110z,"Manic disorder, single episode NOS ",29,
+E111.,Recurrent manic episodes ,29,
+E1110,"Recurrent manic episodes, unspecified ",29,
+E1111,"Recurrent manic episodes, mild ",29,
+E1112,"Recurrent manic episodes, moderate ",29,
+E1113,"Recurrent manic episodes, severe without mention psychosis ",29,
+E1114,"Recurrent manic episodes, severe, with psychosis ",29,
+E1115,"Recurrent manic episodes, partial or unspecified remission ",29,
+E1116,"Recurrent manic episodes, in full remission ",29,
+E111z,Recurrent manic episode NOS ,29,
+Eu2..,"[X]Schizophrenia, schizotypal and delusional disorders ",29,
+Eu20.,[X]Schizophrenia ,29,
+Eu200,[X]Paranoid schizophrenia ,29,
+Eu201,[X]Hebephrenic schizophrenia ,29,
+Eu202,[X]Catatonic schizophrenia ,29,
+Eu203,[X]Undifferentiated schizophrenia ,29,
+Eu204,[X]Post-schizophrenic depression ,29,
+Eu205,[X]Residual schizophrenia ,29,
+Eu206,[X]Simple schizophrenia ,29,
+Eu20y,[X]Other schizophrenia ,29,
+Eu20z,"[X]Schizophrenia, unspecified ",29,
+Eu21.,[X]Schizotypal disorder ,29,
+Eu22.,[X]Persistent delusional disorders ,29,
+Eu220,[X]Delusional disorder ,29,
+Eu221,[X]Delusional misidentification syndrome ,29,
+Eu222,[X]Cotard syndrome ,29,
+Eu223,[X]Paranoid state in remission ,29,
+Eu22y,[X]Other persistent delusional disorders ,29,
+Eu22z,"[X]Persistent delusional disorder, unspecified ",29,
+Eu23.,[X]Acute and transient psychotic disorders ,29,
+Eu230,[X]Acute polymorphic psychot disord without symp of schizoph,29,
+Eu231,[X]Acute polymorphic psychot disord with symp of schizophren,29,
+Eu232,[X]Acute schizophrenia-like psychotic disorder ,29,
+Eu233,[X]Other acute predominantly delusional psychotic disorders ,29,
+Eu23y,[X]Other acute and transient psychotic disorders ,29,
+Eu23z,"[X]Acute and transient psychotic disorder, unspecified ",29,
+Eu24.,[X]Induced delusional disorder ,29,
+Eu25.,[X]Schizoaffective disorders ,29,
+Eu250,"[X]Schizoaffective disorder, manic type ",29,
+Eu251,"[X]Schizoaffective disorder, depressive type ",29,
+Eu252,"[X]Schizoaffective disorder, mixed type ",29,
+Eu25y,[X]Other schizoaffective disorders ,29,
+Eu25z,"[X]Schizoaffective disorder, unspecified ",29,
+Eu26.,[X]Nonorganic psychosis in remission ,29,
+Eu2y.,[X]Other nonorganic psychotic disorders ,29,
+Eu2z.,[X]Unspecified nonorganic psychosis ,29,
+ZV110,[V]Personal history of schizophrenia ,29,
+E114.,"Bipolar affective disorder, currently manic ",29,
+E1140,"Bipolar affective disorder, currently manic, unspecified ",29,
+E1141,"Bipolar affective disorder, currently manic, mild ",29,
+E1142,"Bipolar affective disorder, currently manic, moderate ",29,
+E1143,"Bipolar affect disord, currently manic, severe, no psychosis",29,
+E1144,"Bipolar affect disord, currently manic,severe with psychosis",29,
+E1145,"Bipolar affect disord,currently manic, part/unspec remission",29,
+E1146,"Bipolar affective disorder, currently manic, full remission ",29,
+E114z,"Bipolar affective disorder, currently manic, NOS ",29,
+E115.,"Bipolar affective disorder, currently depressed ",29,
+E1150,"Bipolar affective disorder, currently depressed, unspecified",29,
+E1151,"Bipolar affective disorder, currently depressed, mild ",29,
+E1152,"Bipolar affective disorder, currently depressed, moderate ",29,
+E1153,"Bipolar affect disord, now depressed, severe, no psychosis ",29,
+E1154,"Bipolar affect disord, now depressed, severe with psychosis ",29,
+E1155,"Bipolar affect disord, now depressed, part/unspec remission ",29,
+E1156,"Bipolar affective disorder, now depressed, in full remission",29,
+E115z,"Bipolar affective disorder, currently depressed, NOS ",29,
+E116.,Mixed bipolar affective disorder ,29,
+E1160,"Mixed bipolar affective disorder, unspecified ",29,
+E1161,"Mixed bipolar affective disorder, mild ",29,
+E1162,"Mixed bipolar affective disorder, moderate ",29,
+E1163,"Mixed bipolar affective disorder, severe, without psychosis ",29,
+E1164,"Mixed bipolar affective disorder, severe, with psychosis ",29,
+E1165,"Mixed bipolar affective disorder, partial/unspec remission ",29,
+E1166,"Mixed bipolar affective disorder, in full remission ",29,
+E116z,"Mixed bipolar affective disorder, NOS ",29,
+E117.,Unspecified bipolar affective disorder ,29,
+E1170,"Unspecified bipolar affective disorder, unspecified ",29,
+E1171,"Unspecified bipolar affective disorder, mild ",29,
+E1172,"Unspecified bipolar affective disorder, moderate ",29,
+E1173,"Unspecified bipolar affective disorder, severe, no psychosis",29,
+E1174,"Unspecified bipolar affective disorder,severe with psychosis",29,
+E1175,"Unspecified bipolar affect disord, partial/unspec remission ",29,
+E1176,"Unspecified bipolar affective disorder, in full remission ",29,
+E117z,"Unspecified bipolar affective disorder, NOS ",29,
+E11y.,Other and unspecified manic-depressive psychoses ,29,
+E11y0,Unspecified manic-depressive psychoses ,29,
+E11y1,Atypical manic disorder ,29,
+E11y2,Atypical depressive disorder ,29,
+E11y3,Other mixed manic-depressive psychoses ,29,
+E11yz,Other and unspecified manic-depressive psychoses NOS ,29,
+Eu31.,[X]Bipolar affective disorder ,29,
+Eu310,"[X]Bipolar affective disorder, current episode hypomanic ",29,
+Eu311,[X]Bipolar affect disorder cur epi manic wout psychotic symp,29,
+Eu312,[X]Bipolar affect disorder cur epi manic with psychotic symp,29,
+Eu313,[X]Bipolar affect disorder cur epi mild or moderate depressn,29,
+Eu314,"[X]Bipol aff disord, curr epis sev depress, no psychot symp ",29,
+Eu315,[X]Bipolar affect dis cur epi severe depres with psyc symp ,29,
+Eu316,"[X]Bipolar affective disorder, current episode mixed ",29,
+Eu317,"[X]Bipolar affective disorder, currently in remission ",29,
+Eu31y,[X]Other bipolar affective disorders ,29,
+Eu31z,"[X]Bipolar affective disorder, unspecified ",29,
+14F2.,H/O: psoriasis ,30,
+M160.,Psoriatic arthropathy ,30,
+M1600,Psoriasis spondylitica ,30,
+M1601,Distal interphalangeal psoriatic arthropathy ,30,
+M160z,Psoriatic arthropathy NOS ,30,
+M161.,Other psoriasis ,30,
+M1610,Psoriasis unspecified ,30,
+M1611,Psoriasis annularis ,30,
+M1612,Psoriasis circinata ,30,
+M1613,Psoriasis diffusa ,30,
+M1614,Psoriasis discoidea ,30,
+M1615,Psoriasis geographica ,30,
+M1616,Guttate psoriasis ,30,
+M1617,Psoriasis gyrata ,30,
+M1618,Psoriasis inveterata ,30,
+M1619,Psoriasis ostracea ,30,
+M161A,Psoriasis palmaris ,30,
+M161B,Psoriasis plantaris ,30,
+M161C,Psoriasis punctata ,30,
+M161D,Pustular psoriasis ,30,
+M161E,Psoriasis universalis ,30,
+M161F,Psoriasis vulgaris ,30,
+M161G,Acrodermatitis continua ,30,
+M161H,Erythrodermic psoriasis ,30,
+M161z,Psoriasis NOS ,30,
+M16y.,Other psoriasis and similar disorders ,30,
+M16y0,Scalp psoriasis ,30,
+M16z.,Psoriasis and similar disorders NOS ,30,
+Myu30,[X]Other psoriasis ,30,
+N0452,Juvenile arthritis in psoriasis ,30,
+Nyu13,[X]Other psoriatic arthropathies ,30,
+14F1.,H/O: eczema ,30,
+26C4.,Nipple eczema ,30,
+F4D30,Eczematous eyelid dermatitis ,30,
+F5024,Acute eczematoid otitis extern ,30,
+M102.,Infectious eczematoid dermatitis ,30,
+M111.,Atopic dermatitis/eczema ,30,
+M112.,Infantile eczema ,30,
+M113.,Flexural eczema ,30,
+M114.,Allergic (intrinsic) eczema ,30,
+M119.,Discoid eczema ,30,
+M11A.,Asteatotic eczema ,30,
+M12z1,Eczema NOS ,30,
+M12z2,Infected eczema ,30,
+M12z3,Hand eczema ,30,
+M12z4,Erythrodermic eczema ,30,
+M1y2.,Gravitational eczema ,30,
+Myu2.,[X]Dermatitis and eczema ,30,
+Myu22,[X]Exacerbation of eczema ,30,
+14C4.,H/O: colitis ,31,
+J08z9,Orofacial Crohn's disease,31,
+J40..,Regional enteritis - Crohn's disease,31,
+J400.,Regional enteritis of the small bowel,31,
+J4000,Regional enteritis of the duodenum,31,
+J4001,Regional enteritis of the jejunum,31,
+J4002,Crohn's disease of the terminal ileum,31,
+J4003,Crohn's disease of the ileum unspecified,31,
+J4004,Crohn's disease of the ileum NOS,31,
+J4005,Exacerbation of Crohn's disease of small intestine,31,
+J400z,Crohn's disease of the small bowel NOS,31,
+J401.,Regional enteritis of the large bowel,31,
+J4010,Regional enteritis of the colon,31,
+J4011,Regional enteritis of the rectum,31,
+J4012,Exacerbation of Crohn's disease of large intestine,31,
+J401z,Crohn's disease of the large bowel NOS,31,
+J402.,Regional ileocolitis,31,
+J40z.,Regional enteritis NOS,31,
+J41..,Idiopathic proctocolitis ,31,
+J410.,Ulcerative proctocolitis ,31,
+J4100,Ulcerative ileocolitis ,31,
+J4101,Ulcerative colitis ,31,
+J4102,Ulcerative rectosigmoiditis ,31,
+J4103,Ulcerative proctitis ,31,
+J4104,Exacerbation of ulcerative colitis ,31,
+J410z,Ulcerative proctocolitis NOS ,31,
+J411.,Ulcerative (chronic) enterocolitis ,31,
+J412.,Ulcerative (chronic) ileocolitis ,31,
+J41y.,Other idiopathic proctocolitis ,31,
+J4212,Chronic ischaemic enterocolitis ,31,
+J4213,Chronic ischaemic colitis ,31,
+J42z0,Ischaemic colitis NOS ,31,
+J4302,Radiation enterocolitis ,31,
+J4303,Radiation colitis ,31,
+J4312,Toxic enterocolitis ,31,
+J4313,Toxic colitis ,31,
+J4322,Allergic enterocolitis ,31,
+J4323,Allergic colitis ,31,
+J4332,Dietetic enterocolitis ,31,
+J4333,Dietetic colitis ,31,
+J436.,Microscopic colitis ,31,
+J4360,Collagenous colitis ,31,
+J4361,Lymphocytic colitis ,31,
+J437.,Colitis ,31,
+J4z3.,Non-infective colitis NOS ,31,
+J4z5.,Exacerbation of non-infective colitis ,31,
+J4z6.,Indeterminate colitis ,31,
+Jyu4.,[X]Noninfective enteritis and colitis ,31,
+Jyu40,[X]Other Crohn's disease,31,
+Jyu41,[X]Other ulcerative colitis ,31,
+N0310,Arthropathy in ulcerative colitis ,31,
+N0454,Juvenile arthritis in ulcerative colitis ,31,
+J08z9,Orofacial Crohn's disease ,31,
+J40..,Regional enteritis - Crohn's disease ,31,
+J4002,Crohn's disease of the terminal ileum ,31,
+J4003,Crohn's disease of the ileum unspecified ,31,
+J4004,Crohn's disease of the ileum NOS ,31,
+J4005,Exacerbation of Crohn's disease of small intestine ,31,
+J400z,Crohn's disease of the small bowel NOS ,31,
+J4012,Exacerbation of Crohn's disease of large intestine ,31,
+J401z,Crohn's disease of the large bowel NOS ,31,
+Jyu40,[X]Other Crohn's disease ,31,
+N0311,Arthropathy in Crohn's disease ,31,
+N0453,Juvenile arthritis in Crohn's disease ,31,
+1B75.,Loss of vision ,33,
+1B77.,Deteriorating vision ,33,
+2B6B.,O/E - R-eye completely blind ,33,
+2B6S.,O/E - pinhole R-eye completely blind ,33,
+2B7B.,O/E - L-eye completely blind ,33,
+2BBr.,Impaired vision due to diabetic retinopathy ,33,
+2B7S.,O/E - pinhole L-eye completely blind ,33,
+6688,Registered partially sighted ,33,
+668B.,Poor visual acuity ,33,
+6689,Registered blind ,33,
+668C.,Certificate of vision impairment ,33,
+C245.,Vitamin A deficiency with night blindness ,33,
+E2011,Hysterical blindness ,33,
+F4041,Blind hypotensive eye ,33,
+F4042,Blind hypertensive eye ,33,
+F4653,After-cataract with vision obscured ,33,
+F4811,Sudden visual loss ,33,
+F4814,Other transient visual loss ,33,
+F486.,Night blindness ,33,
+F4860,Unspecified night blindness ,33,
+F4862,Hereditary night blindness NOS ,33,
+F4863,Congenital night blindness NOS ,33,
+F4864,Acquired night blindness ,33,
+F486z,Night blindness NOS ,33,
+F490.,"Blindness, both eyes ",33,
+F4900,Unspecified blindness both eyes ,33,
+F4901,Both eyes total visual impairment ,33,
+F4902,"Better eye: near total VI, Lesser eye: unspecified ",33,
+F4903,"Better eye: near total VI, Lesser eye: total VI ",33,
+F4904,"Better eye: near total VI, Lesser eye: near total VI ",33,
+F4905,"Better eye: profound VI, Lesser eye: unspecified ",33,
+F4906,"Better eye: profound VI, Lesser eye: total VI ",33,
+F4907,"Better eye: profound VI, Lesser eye: near total VI ",33,
+F4908,"Better eye: profound VI, Lesser eye: profound VI ",33,
+F4909,"Acquired blindness, both eyes ",33,
+F490z,Blindness both eyes NOS ,33,
+F491.,"Better eye: low vision, Lesser eye: profound VI ",33,
+F4910,"One eye blind, one eye low vision ",33,
+F4911,"Better eye: severe VI, Lesser eye: blind, unspecified ",33,
+F4912,"Better eye: severe VI, Lesser eye: total VI ",33,
+F4913,"Better eye: severe VI, Lesser eye: near total VI ",33,
+F4914,"Better eye: severe VI, Lesser eye: profound VI ",33,
+F4915,"Better eye: moderate VI, Lesser eye: blind, unspecified ",33,
+F4916,"Better eye: moderate VI, Lesser eye: total VI ",33,
+F4917,"Better eye: moderate VI, Lesser eye: near total VI ",33,
+F4918,"Better eye: moderate VI, Lesser eye: profound VI ",33,
+F491z,"One eye blind, one eye low vision NOS ",33,
+F492.,"Low vision, both eyes ",33,
+F4920,"Low vision, both eyes unspecified ",33,
+F4921,"Better eye: severe VI, Lesser eye: low vision unspecified ",33,
+F4922,"Better eye: severe VI, Lesser eye: severe VI ",33,
+F4923,"Better eye: moderate VI, Lesser eye: low vision unspecified ",33,
+F4924,"Better eye: moderate VI, Lesser eye: severe VI ",33,
+F4925,"Better eye: moderate VI, Lesser eye: moderate VI ",33,
+F492z,"Low vision, both eyes NOS ",33,
+F493.,"Visual loss, both eyes unqualified ",33,
+F494.,Legal blindness USA ,33,
+F495.,"Profound impairment, one eye ",33,
+F4950,"Blindness, one eye, unspecified ",33,
+F4951,"Lesser eye: total visual impairment, Better eye: unspecified",33,
+F4952,"Lesser eye: total VI, Better eye: near normal vision ",33,
+F4953,"Lesser eye: total VI, Better eye: normal vision ",33,
+F4954,"Lesser eye: near total VI, Better eye: unspecified ",33,
+F4955,"Lesser eye: near total VI, Better eye: near normal vision ",33,
+F4956,"Lesser eye: near total VI, Better eye: normal vision ",33,
+F4957,"Lesser eye: profound VI, Better eye: unspecified ",33,
+F4958,"Lesser eye: profound VI, Better eye: near normal vision ",33,
+F4959,"Lesser eye: profound VI, Better eye: normal vision ",33,
+F495A,"Acquired blindness, one eye ",33,
+F495z,Profound impairment one eye NOS ,33,
+F496.,"Low vision, one eye ",33,
+F4960,"Low vision, one eye, unspecified ",33,
+F4961,"Lesser eye: severe VI, Better eye: unspecified ",33,
+F4962,"Lesser eye: severe VI, Better eye: near normal vision ",33,
+F4963,"Lesser eye: severe VI, Better eye: normal vision ",33,
+F4964,"Lesser eye: moderate VI, Better eye: unspecified ",33,
+F4965,"Lesser eye: moderate VI, Better eye: near normal vision ",33,
+F4966,"Lesser eye: moderate VI, Better eye: normal vision ",33,
+F496z,"Low vision, one eye NOS ",33,
+F49y.,"Visual loss, one eye, unqualified ",33,
+F49z.,Visual loss NOS ,33,
+F4H73,Cortical blindness ,33,
+FyuL.,[X]Visual disturbances and blindness ,33,
+P3410,Congenital corneal opacity with visual deficit ,33,
+P3411,Congenital corneal opacity without visual deficit ,33,
+H13..,Chronic sinusitis ,34,
+H130.,Chronic maxillary sinusitis ,34,
+H131.,Chronic frontal sinusitis ,34,
+H132.,Chronic ethmoidal sinusitis ,34,
+H133.,Chronic sphenoidal sinusitis ,34,
+H134.,Fistula of nasal sinus ,34,
+H135.,Recurrent sinusitis ,34,
+H13y.,Other chronic sinusitis ,34,
+H13y0,Chronic pansinusitis ,34,
+H13y1,Pansinusitis ,34,
+H13yz,Other chronic sinusitis NOS ,34,
+H13z.,Chronic sinusitis NOS ,34,
+Hyu22,[X]Other chronic sinusitis ,34,
+J0835,Oroantral fistula,34,
+13Z4E,Learning difficulties ,35,
+9HB3.,Learning disabilities health assessment,35,
+9HB5.,Learning disabilities annual health assessment,35,
+E3...,Mental retardation,35,
+E30..,"Mild mental retardation, IQ in range 50-70",35,
+E31..,Other specified mental retardation,35,
+E310.,"Moderate mental retardation, IQ in range 35-49",35,
+E311.,"Severe mental retardation, IQ in range 20-34",35,
+E312.,Profound mental retardation with IQ less than 20,35,
+E31z.,Other specified mental retardation NOS,35,
+E3y..,Other specified mental retardation,35,
+E3z..,Mental retardation NOS,35,
+Eu7..,[X]Mental retardation,35,
+Eu70.,[X]Mild mental retardation,35,
+Eu700,[X]Mld mental retard with statement no or min impairm behav,35,
+Eu701,[X]Mld mental retard sig impairment behav req attent/treatmt,35,
+Eu70y,"[X]Mild mental retardation, other impairments of behaviour",35,
+Eu70z,[X]Mild mental retardation without mention impairment behav,35,
+Eu71.,[X]Moderate mental retardation,35,
+Eu710,[X]Mod mental retard with statement no or min impairm behav,35,
+Eu711,[X]Mod mental retard sig impairment behav req attent/treatmt,35,
+Eu71y,[X]Mod retard oth behav impair,35,
+Eu71z,[X]Mod mental retardation without mention impairment behav,35,
+Eu72.,[X]Severe mental retardation,35,
+Eu720,[X]Sev mental retard with statement no or min impairm behav,35,
+Eu721,[X]Sev mental retard sig impairment behav req attent/treatmt,35,
+Eu72y,"[X]Severe mental retardation, other impairments of behaviour",35,
+Eu72z,[X]Sev mental retardation without mention impairment behav,35,
+Eu73.,[X]Profound mental retardation,35,
+Eu730,[X]Profound ment retrd wth statement no or min impairm behav,35,
+Eu731,[X]Profound ment retard sig impairmnt behav req attent/treat,35,
+Eu73y,"[X]Profound mental retardation, other impairments of behavr",35,
+Eu73z,[X]Prfnd mental retardation without mention impairment behav,35,
+Eu7y.,[X]Other mental retardation,35,
+Eu7y0,[X]Oth mental retard with statement no or min impairm behav,35,
+Eu7y1,[X]Oth mental retard sig impairment behav req attent/treatmt,35,
+Eu7yy,"[X]Other mental retardation, other impairments of behaviour",35,
+Eu7yz,[X]Other mental retardation without mention impairment behav,35,
+Eu7z.,[X]Unspecified mental retardation,35,
+Eu7z0,[X]Unsp mental retard with statement no or min impairm behav,35,
+Eu7z1,[X]Unsp mentl retard sig impairment behav req attent/treatmt,35,
+Eu7zy,"[X]Unspecified mental retardatn, other impairments of behav",35,
+Eu7zz,[X]Unsp mental retardation without mention impairment behav,35,
+Eu814,[X]Moderate learning disability ,35,
+Eu815,[X]Severe learning disability ,35,
+Eu816,[X]Mild learning disability ,35,
+Eu817,[X]Profound learning disability ,35,
+Eu81z,"[X]Developmental disorder of scholastic skills, unspecified ",35,
+Z7CD2,Learning difficulties ,35,
+1467,H/O: anorexia nervosa ,36,
+E271.,Anorexia nervosa ,36,
+E2751,Bulimia (non-organic overeating) ,36,
+Eu500,[X]Anorexia nervosa ,36,
+Eu501,[X]Atypical anorexia nervosa ,36,
+Eu502,[X]Bulimia nervosa ,36,
+Eu503,[X]Atypical bulimia nervosa ,36,
+A115.,Tuberculous bronchiectasis,37,
+H34..,Bronchiectasis,37,
+H340.,Recurrent bronchiectasis,37,
+H341.,Post-infective bronchiectasis,37,
+H34z.,Bronchiectasis NOS,37,
+P861.,Congenital bronchiectasis,37,
+147F.,History of Parkinson's disease ,38,
+297A.,O/E - Parkinsonian tremor ,38,
+2987,O/E -Parkinson flexion posture ,38,
+2994,O/E-festination-Parkinson gait ,38,
+A94y1,Syphilitic parkinsonism ,38,
+Eu023,[X]Dementia in Parkinson's disease ,38,
+F11x9,Cerebral degeneration in Parkinson's disease ,38,
+F12..,Parkinson's disease ,38,
+F120.,Paralysis agitans ,38,
+F121.,Parkinsonism secondary to drugs ,38,
+F123.,Postencephalitic parkinsonism ,38,
+F124.,Vascular parkinsonism ,38,
+F12W.,Secondary parkinsonism due to other external agents ,38,
+F12X.,"Secondary parkinsonism, unspecified ",38,
+F12z.,Parkinson's disease NOS ,38,
+F1303,Parkinsonism with orthostatic hypotension ,38,
+Fyu20,[X]Other drug-induced secondary parkinsonism ,38,
+Fyu21,[X]Other secondary parkinsonism ,38,
+Fyu22,[X]Parkinsonism in diseases classified elsewhere ,38,
+Fyu29,"[X]Secondary parkinsonism, unspecified ",38,
+Fyu2B,[X]Secondary parkinsonism due to other external agents ,38,
+666A.,Multiple sclerosis review,39,
+666B.,Multiple sclerosis multidisciplinary review,39,
+8CS1.,Multiple sclerosis care plan agreed,39,
+F20..,Multiple sclerosis ,39,
+F200.,Multiple sclerosis of the brain stem ,39,
+F201.,Multiple sclerosis of the spinal cord ,39,
+F202.,Generalised multiple sclerosis ,39,
+F203.,Exacerbation of multiple sclerosis ,39,
+F204.,Benign multiple sclerosis ,39,
+F205.,Malignant multiple sclerosis ,39,
+F206.,Primary progressive multiple sclerosis ,39,
+F207.,Relapsing and remitting multiple sclerosis ,39,
+F208.,Secondary progressive multiple sclerosis ,39,
+F20z.,Multiple sclerosis NOS ,39,
+141E.,History of hepatitis B ,40,
+65Q7.,Viral hepatitis carrier ,40,
+A702.,Viral hepatitis B with coma ,40,
+A7020,Acute hep B with delta-agent (coinfection) with hep coma ,40,
+A703.,Viral (serum) hepatitis B ,40,
+A7030,Acute hep B with delta-agent (coinfectn) without hep coma ,40,
+A7040,Viral hepatitis C with coma ,40,
+A7050,Viral hepatitis C without mention of hepatic coma ,40,
+A7051,Acute delta-(super)infection of hepatitis B carrier ,40,
+A7054,Hepatitis non A non B ,40,
+A707.,Chronic viral hepatitis ,40,
+A7070,Chronic viral hepatitis B with delta-agent ,40,
+A7071,Chronic viral hepatitis B without delta-agent ,40,
+A7072,Chronic viral hepatitis C ,40,
+A707X,"Chronic viral hepatitis, unspecified ",40,
+A70z0,Hepatitis C ,40,
+AE23.,Sequelae of viral hepatitis ,40,
+AyuB1,[X]Other chronic viral hepatitis ,40,
+AyuB2,"[X]Chronic viral hepatitis, unspecified ",40,
+AyuJ9,[X]Sequelae of viral hepatitis ,40,
+Q409.,Congenital viral hepatitis ,40,
+Q4091,Congenital hepatitis B infection ,40,
+Q409y,Other specified congenital viral hepatitis ,40,
+Q409z,Congenital viral hepatitis NOS ,40,
+ZV026,[V]Viral hepatitis carrier ,40,
+ZV02B,[V]Hepatitis B carrier ,40,
+ZV02C,[V]Hepatitis C carrier ,40,
+G8522,Oesophageal varices in cirrhosis of the liver,41,
+J601.,Subacute necrosis of liver,41,
+J6010,Subacute hepatic failure,41,
+J6011,Subacute hepatitis - noninfective,41,
+J6012,Subacute yellow atrophy,41,
+J601z,Subacute necrosis of liver NOS,41,
+J60z.,Acute and subacute liver necrosis NOS,41,
+J61..,Cirrhosis and chronic liver disease,41,
+J614.,Chronic hepatitis ,41,
+J6140,Chronic persistent hepatitis ,41,
+J6141,Chronic active hepatitis ,41,
+J6142,Chronic aggressive hepatitis ,41,
+J6143,Recurrent hepatitis ,41,
+J6144,Chronic lobular hepatitis ,41,
+J614y,Chronic hepatitis unspecified ,41,
+J614z,Chronic hepatitis NOS ,41,
+J615.,Cirrhosis - non alcoholic ,41,
+J6150,Unilobular portal cirrhosis ,41,
+J6151,Multilobular portal cirrhosis ,41,
+J6152,Mixed portal cirrhosis ,41,
+J6153,Diffuse nodular cirrhosis ,41,
+J6154,Fatty portal cirrhosis ,41,
+J6155,Hypertrophic portal cirrhosis ,41,
+J6156,Capsular portal cirrhosis ,41,
+J6157,Cardiac portal cirrhosis ,41,
+J6158,Juvenile portal cirrhosis ,41,
+J6159,Pigmentary portal cirrhosis ,41,
+J615A,Pipe-stem portal cirrhosis ,41,
+J615B,Toxic portal cirrhosis ,41,
+J615C,Xanthomatous portal cirrhosis ,41,
+J615D,Bacterial portal cirrhosis ,41,
+J615E,Cardituberculous cirrhosis ,41,
+J615F,Syphilitic portal cirrhosis ,41,
+J615G,Zooparasitic portal cirrhosis ,41,
+J615H,Infectious cirrhosis NOS ,41,
+J615y,Portal cirrhosis unspecified ,41,
+J615z,Non-alcoholic cirrhosis NOS ,41,
+J616.,Biliary cirrhosis ,41,
+J6160,Primary biliary cirrhosis ,41,
+J6161,Secondary biliary cirrhosis ,41,
+J6162,Biliary cirrhosis of children ,41,
+J616z,Biliary cirrhosis NOS ,41,
+J617.,Alcoholic hepatitis ,41,
+J6170,Chronic alcoholic hepatitis ,41,
+J61y.,Other non-alcoholic chronic liver disease ,41,
+J61y0,Chronic yellow liver atrophy ,41,
+J61y1,Non-alcoholic fatty liver ,41,
+J61y2,Hepatosplenomegaly ,41,
+J61y3,Portal fibrosis without cirrhosis ,41,
+J61y4,Hepatic fibrosis ,41,
+J61y5,Hepatic sclerosis ,41,
+J61y6,Hepatic fibrosis with hepatic sclerosis ,41,
+J61y7,Steatosis of liver ,41,
+J61y8,Nonalcoholic steatohepatitis ,41,
+J61yz,Other non-alcoholic chronic liver disease NOS ,41,
+J61z.,Chronic liver disease NOS ,41,
+J623.,Portal hypertension ,41,
+J624.,Hepatorenal syndrome ,41,
+J62y.,Other sequelae of chronic liver disease ,41,
+J62z.,Liver abscess and chronic liver disease causing sequelae NOS,41,
+J630.,Chronic passive liver congestion ,41,
+Jyu71,[X]Other and unspecified cirrhosis of liver ,41,
+PB62.,Congenital cystic liver disease ,41,
+PB620,Congenital polycystic liver disease ,41,
\ No newline at end of file
diff --git a/examples/codes/hanlon/Read_codes_for_drug_mm_count_diagnoses.csv b/examples/codes/hanlon/Read_codes_for_drug_mm_count_diagnoses.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b6774245210a98591e18c7bddf41a9e6a5f00c8
--- /dev/null
+++ b/examples/codes/hanlon/Read_codes_for_drug_mm_count_diagnoses.csv
@@ -0,0 +1,3878 @@
+"","drug_diagnosis_name","name","readcode","atc_code","type"
+"1","antidepressant"," ","d8... ","N06AF","include"
+"2","antidepressant","agomelatine","daD.. ","N06AX22","include"
+"3","antidepressant","agomelatine","daD1. ","N06AX22","include"
+"4","antidepressant","agomelatine","daD2. ","N06AX22","include"
+"5","antidepressant","bupropion","du61. ","N06AX12","include"
+"6","antidepressant","bupropion","du6z. ","N06AX12","include"
+"7","antidepressant","citalopram","da9.. ","N06AB04","include"
+"8","antidepressant","citalopram","da91. ","N06AB04","include"
+"9","antidepressant","citalopram","da92. ","N06AB04","include"
+"10","antidepressant","citalopram","da93. ","N06AB04","include"
+"11","antidepressant","citalopram","da94. ","N06AB04","include"
+"12","antidepressant","citalopram","da95. ","N06AB04","include"
+"13","antidepressant","citalopram","da96. ","N06AB04","include"
+"14","antidepressant","citalopram","da97. ","N06AB04","include"
+"15","antidepressant","citalopram","da98. ","N06AB04","include"
+"16","antidepressant","citalopram","da99. ","N06AB04","include"
+"17","antidepressant","citalopram","da9A. ","N06AB04","include"
+"18","antidepressant","citalopram","da9z. ","N06AB04","include"
+"19","antidepressant","duloxetine","gde3. ","N06AX21","include"
+"20","antidepressant","duloxetine","gde4. ","N06AX21","include"
+"21","antidepressant","duloxetine","gdew. ","N06AX21","include"
+"22","antidepressant","duloxetine","gdex. ","N06AX21","include"
+"23","antidepressant","escitalopram","daC.. ","N06AB10","include"
+"24","antidepressant","escitalopram","daC1. ","N06AB10","include"
+"25","antidepressant","escitalopram","daC2. ","N06AB10","include"
+"26","antidepressant","escitalopram","daC3. ","N06AB10","include"
+"27","antidepressant","escitalopram","daC4. ","N06AB10","include"
+"28","antidepressant","escitalopram","daC5. ","N06AB10","include"
+"29","antidepressant","escitalopram","daC6. ","N06AB10","include"
+"30","antidepressant","escitalopram","daC7. ","N06AB10","include"
+"31","antidepressant","escitalopram","daC8. ","N06AB10","include"
+"32","antidepressant","escitalopram","daC9. ","N06AB10","include"
+"33","antidepressant","escitalopram","daCA. ","N06AB10","include"
+"34","antidepressant","fluoxetine","da4.. ","N06AB03","include"
+"35","antidepressant","fluoxetine","da41. ","N06AB03","include"
+"36","antidepressant","fluoxetine","da42. ","N06AB03","include"
+"37","antidepressant","fluoxetine","da43. ","N06AB03","include"
+"38","antidepressant","fluoxetine","da44. ","N06AB03","include"
+"39","antidepressant","fluoxetine","da45. ","N06AB03","include"
+"40","antidepressant","fluoxetine","da46. ","N06AB03","include"
+"41","antidepressant","fluoxetine","da47. ","N06AB03","include"
+"42","antidepressant","fluoxetine","da48. ","N06AB03","include"
+"43","antidepressant","fluoxetine","da49. ","N06AB03","include"
+"44","antidepressant","fluoxetine","da4A. ","N06AB03","include"
+"45","antidepressant","fluoxetine","da4B. ","N06AB03","include"
+"46","antidepressant","fluoxetine","da4C. ","N06AB03","include"
+"47","antidepressant","fluvoxamine","da3.. ","N06AB08","include"
+"48","antidepressant","fluvoxamine","da31. ","N06AB08","include"
+"49","antidepressant","fluvoxamine","da32. ","N06AB08","include"
+"50","antidepressant","fluvoxamine","da33. ","N06AB08","include"
+"51","antidepressant","fluvoxamine","da34. ","N06AB08","include"
+"52","antidepressant","iproniazide","d82.. ","N06AF05","include"
+"53","antidepressant","iproniazide","d821. ","N06AF05","include"
+"54","antidepressant","iproniazide","d822. ","N06AF05","include"
+"55","antidepressant","iproniazide","d82y. ","N06AF05","include"
+"56","antidepressant","iproniazide","d82z. ","N06AF05","include"
+"57","antidepressant","isocarboxazid","d83.. ","N06AF01","include"
+"58","antidepressant","isocarboxazid","d831. ","N06AF01","include"
+"59","antidepressant","isocarboxazid","d83z. ","N06AF01","include"
+"60","antidepressant","mianserin","d7b.. ","N06AX03","include"
+"61","antidepressant","mianserin","d7b1. ","N06AX03","include"
+"62","antidepressant","mianserin","d7b2. ","N06AX03","include"
+"63","antidepressant","mianserin","d7b3. ","N06AX03","include"
+"64","antidepressant","mianserin","d7b4. ","N06AX03","include"
+"65","antidepressant","mianserin","d7b5. ","N06AX03","include"
+"66","antidepressant","mianserin","d7b6. ","N06AX03","include"
+"67","antidepressant","mianserin","d7b7. ","N06AX03","include"
+"68","antidepressant","mianserin","d7b8. ","N06AX03","include"
+"69","antidepressant","mianserin","d7b9. ","N06AX03","include"
+"70","antidepressant","mirtazapine","daB.. ","N06AX11","include"
+"71","antidepressant","mirtazapine","daB1. ","N06AX11","include"
+"72","antidepressant","mirtazapine","daB2. ","N06AX11","include"
+"73","antidepressant","mirtazapine","daB3. ","N06AX11","include"
+"74","antidepressant","mirtazapine","daB4. ","N06AX11","include"
+"75","antidepressant","mirtazapine","daB5. ","N06AX11","include"
+"76","antidepressant","mirtazapine","daB6. ","N06AX11","include"
+"77","antidepressant","mirtazapine","daB7. ","N06AX11","include"
+"78","antidepressant","mirtazapine","daB8. ","N06AX11","include"
+"79","antidepressant","mirtazapine","daBy. ","N06AX11","include"
+"80","antidepressant","mirtazapine","daBz. ","N06AX11","include"
+"81","antidepressant","moclobemide","d85.. ","N06AG02","include"
+"82","antidepressant","moclobemide","d851. ","N06AG02","include"
+"83","antidepressant","moclobemide","d852. ","N06AG02","include"
+"84","antidepressant","moclobemide","d853. ","N06AG02","include"
+"85","antidepressant","moclobemide","d854. ","N06AG02","include"
+"86","antidepressant","nefazodone","da8.. ","N06AX06","include"
+"87","antidepressant","nefazodone","da81. ","N06AX06","include"
+"88","antidepressant","nefazodone","da82. ","N06AX06","include"
+"89","antidepressant","nefazodone","da83. ","N06AX06","include"
+"90","antidepressant","nefazodone","da84. ","N06AX06","include"
+"91","antidepressant","nefazodone","da85. ","N06AX06","include"
+"92","antidepressant","nefazodone","da86. ","N06AX06","include"
+"93","antidepressant","paroxetine","da6.. ","N06AB05","include"
+"94","antidepressant","paroxetine","da61. ","N06AB05","include"
+"95","antidepressant","paroxetine","da62. ","N06AB05","include"
+"96","antidepressant","paroxetine","da63. ","N06AB05","include"
+"97","antidepressant","paroxetine","da64. ","N06AB05","include"
+"98","antidepressant","paroxetine","da65. ","N06AB05","include"
+"99","antidepressant","paroxetine","da66. ","N06AB05","include"
+"100","antidepressant","paroxetine","da67. ","N06AB05","include"
+"101","antidepressant","paroxetine","da68. ","N06AB05","include"
+"102","antidepressant","phenelzine","d81.. ","N06AF03","include"
+"103","antidepressant","phenelzine","d811. ","N06AF03","include"
+"104","antidepressant","phenelzine","d81z. ","N06AF03","include"
+"105","antidepressant","reboxetine","daA.. ","N06AX18","include"
+"106","antidepressant","reboxetine","daA1. ","N06AX18","include"
+"107","antidepressant","reboxetine","daA2. ","N06AX18","include"
+"108","antidepressant","sertraline","da5.. ","N06AB06","include"
+"109","antidepressant","sertraline","da51. ","N06AB06","include"
+"110","antidepressant","sertraline","da52. ","N06AB06","include"
+"111","antidepressant","sertraline","da53. ","N06AB06","include"
+"112","antidepressant","sertraline","da54. ","N06AB06","include"
+"113","antidepressant","tranylcypromine","d84.. ","N06AF04","include"
+"114","antidepressant","tranylcypromine","d841. ","N06AF04","include"
+"115","antidepressant","tranylcypromine","d84z. ","N06AF04","include"
+"116","antidepressant","trazodone","d7e.. ","N06AX05","include"
+"117","antidepressant","trazodone","d7e1. ","N06AX05","include"
+"118","antidepressant","trazodone","d7e2. ","N06AX05","include"
+"119","antidepressant","trazodone","d7e3. ","N06AX05","include"
+"120","antidepressant","trazodone","d7e4. ","N06AX05","include"
+"121","antidepressant","trazodone","d7e5. ","N06AX05","include"
+"122","antidepressant","trazodone","d7e6. ","N06AX05","include"
+"123","antidepressant","trazodone","d7e7. ","N06AX05","include"
+"124","antidepressant","trazodone","d7ew. ","N06AX05","include"
+"125","antidepressant","trazodone","d7ex. ","N06AX05","include"
+"126","antidepressant","trazodone","d7ez. ","N06AX05","include"
+"127","antidepressant","tryptophan","da2.. ","N06AX02","include"
+"128","antidepressant","tryptophan","da21. ","N06AX02","include"
+"129","antidepressant","tryptophan","da22. ","N06AX02","include"
+"130","antidepressant","tryptophan","da23. ","N06AX02","include"
+"131","antidepressant","tryptophan","da24. ","N06AX02","include"
+"132","antidepressant","tryptophan","da2y. ","N06AX02","include"
+"133","antidepressant","tryptophan","da2z. ","N06AX02","include"
+"134","antidepressant","venlafaxine","da7.. ","N06AX16","include"
+"135","antidepressant","venlafaxine","da71. ","N06AX16","include"
+"136","antidepressant","venlafaxine","da72. ","N06AX16","include"
+"137","antidepressant","venlafaxine","da73. ","N06AX16","include"
+"138","antidepressant","venlafaxine","da74. ","N06AX16","include"
+"139","antidepressant","venlafaxine","da75. ","N06AX16","include"
+"140","antidepressant","venlafaxine","da76. ","N06AX16","include"
+"141","antidepressant","venlafaxine","da77. ","N06AX16","include"
+"142","antidepressant","venlafaxine","da78. ","N06AX16","include"
+"143","antidepressant","venlafaxine","da79. ","N06AX16","include"
+"144","antidepressant","venlafaxine","da7a. ","N06AX16","include"
+"145","antidepressant","venlafaxine","da7A. ","N06AX16","include"
+"146","antidepressant","venlafaxine","da7b. ","N06AX16","include"
+"147","antidepressant","venlafaxine","da7B. ","N06AX16","include"
+"148","antidepressant","venlafaxine","da7c. ","N06AX16","include"
+"149","antidepressant","venlafaxine","da7C. ","N06AX16","include"
+"150","antidepressant","venlafaxine","da7d. ","N06AX16","include"
+"151","antidepressant","venlafaxine","da7D. ","N06AX16","include"
+"152","antidepressant","venlafaxine","da7e. ","N06AX16","include"
+"153","antidepressant","venlafaxine","da7E. ","N06AX16","include"
+"154","antidepressant","venlafaxine","da7f. ","N06AX16","include"
+"155","antidepressant","venlafaxine","da7F. ","N06AX16","include"
+"156","antidepressant","venlafaxine","da7g. ","N06AX16","include"
+"157","antidepressant","venlafaxine","da7G. ","N06AX16","include"
+"158","antidepressant","venlafaxine","da7h. ","N06AX16","include"
+"159","antidepressant","venlafaxine","da7H. ","N06AX16","include"
+"160","antidepressant","venlafaxine","da7i. ","N06AX16","include"
+"161","antidepressant","venlafaxine","da7I. ","N06AX16","include"
+"162","antidepressant","venlafaxine","da7j. ","N06AX16","include"
+"163","antidepressant","venlafaxine","da7J. ","N06AX16","include"
+"164","antidepressant","venlafaxine","da7k. ","N06AX16","include"
+"165","antidepressant","venlafaxine","da7K. ","N06AX16","include"
+"166","antidepressant","venlafaxine","da7l. ","N06AX16","include"
+"167","antidepressant","venlafaxine","da7L. ","N06AX16","include"
+"168","antidepressant","venlafaxine","da7m. ","N06AX16","include"
+"169","antidepressant","venlafaxine","da7M. ","N06AX16","include"
+"170","antidepressant","venlafaxine","da7n. ","N06AX16","include"
+"171","antidepressant","venlafaxine","da7N. ","N06AX16","include"
+"172","antidepressant","venlafaxine","da7o. ","N06AX16","include"
+"173","antidepressant","venlafaxine","da7O. ","N06AX16","include"
+"174","antidepressant","venlafaxine","da7p. ","N06AX16","include"
+"175","antidepressant","venlafaxine","da7P. ","N06AX16","include"
+"176","antidepressant","venlafaxine","da7q. ","N06AX16","include"
+"177","antidepressant","venlafaxine","da7Q. ","N06AX16","include"
+"178","antidepressant","venlafaxine","da7r. ","N06AX16","include"
+"179","antidepressant","venlafaxine","da7R. ","N06AX16","include"
+"180","antidepressant","venlafaxine","da7s. ","N06AX16","include"
+"181","antidepressant","venlafaxine","da7S. ","N06AX16","include"
+"182","antidepressant","venlafaxine","da7T. ","N06AX16","include"
+"183","antidepressant","venlafaxine","da7U. ","N06AX16","include"
+"184","antidepressant","venlafaxine","da7V. ","N06AX16","include"
+"185","antidepressant","venlafaxine","da7W. ","N06AX16","include"
+"186","antidepressant","venlafaxine","da7X. ","N06AX16","include"
+"187","antidepressant","venlafaxine","da7Y. ","N06AX16","include"
+"188","antidepressant","venlafaxine","da7Z. ","N06AX16","include"
+"189","antidepressant","viloxazine","d7g.. ","N06AX09","include"
+"190","antidepressant","viloxazine","d7g1. ","N06AX09","include"
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+"514","asthma","budesonide","c64n. ","R03BA02","include"
+"515","asthma","budesonide","c64N. ","R03BA02","include"
+"516","asthma","budesonide","c64o. ","R03BA02","include"
+"517","asthma","budesonide","c64p. ","R03BA02","include"
+"518","asthma","budesonide","c64u. ","R03BA02","include"
+"519","asthma","budesonide","c64v. ","R03BA02","include"
+"520","asthma","budesonide","c64w. ","R03BA02","include"
+"521","asthma","budesonide","c64x. ","R03BA02","include"
+"522","asthma","budesonide","c64y. ","R03BA02","include"
+"523","asthma","budesonide","c64z. ","R03BA02","include"
+"524","asthma","choline theophyllinate","c42.. ","R03DA02","include"
+"525","asthma","choline theophyllinate","c421. ","R03DA02","include"
+"526","asthma","choline theophyllinate","c422. ","R03DA02","include"
+"527","asthma","choline theophyllinate","c423. ","R03DA02","include"
+"528","asthma","choline theophyllinate","c424. ","R03DA02","include"
+"529","asthma","choline theophyllinate","c42w. ","R03DA02","include"
+"530","asthma","choline theophyllinate","c42x. ","R03DA02","include"
+"531","asthma","choline theophyllinate","c42y. ","R03DA02","include"
+"532","asthma","choline theophyllinate","c42z. ","R03DA02","include"
+"533","asthma","ciclesonide","c69.. ","R03BA08","include"
+"534","asthma","ciclesonide","c691. ","R03BA08","include"
+"535","asthma","ciclesonide","c692. ","R03BA08","include"
+"536","asthma","ciclesonide","c69y. ","R03BA08","include"
+"537","asthma","ciclesonide","c69z. ","R03BA08","include"
+"538","asthma","cromoglicic acid","c71.. ","R03BC01","include"
+"539","asthma","cromoglicic acid","c711. ","R03BC01","include"
+"540","asthma","cromoglicic acid","c712. ","R03BC01","include"
+"541","asthma","cromoglicic acid","c713. ","R03BC01","include"
+"542","asthma","cromoglicic acid","c714. ","R03BC01","include"
+"543","asthma","cromoglicic acid","c715. ","R03BC01","include"
+"544","asthma","cromoglicic acid","c716. ","R03BC01","include"
+"545","asthma","cromoglicic acid","c717. ","R03BC01","include"
+"546","asthma","cromoglicic acid","c718. ","R03BC01","include"
+"547","asthma","cromoglicic acid","c719. ","R03BC01","include"
+"548","asthma","cromoglicic acid","c71a. ","R03BC01","include"
+"549","asthma","cromoglicic acid","c71b. ","R03BC01","include"
+"550","asthma","cromoglicic acid","c71c. ","R03BC01","include"
+"551","asthma","cromoglicic acid","c71d. ","R03BC01","include"
+"552","asthma","cromoglicic acid","c71e. ","R03BC01","include"
+"553","asthma","cromoglicic acid","c71f. ","R03BC01","include"
+"554","asthma","cromoglicic acid","c71g. ","R03BC01","include"
+"555","asthma","cromoglicic acid","c71h. ","R03BC01","include"
+"556","asthma","cromoglicic acid","c71i. ","R03BC01","include"
+"557","asthma","cromoglicic acid","c71j. ","R03BC01","include"
+"558","asthma","cromoglicic acid","c71k. ","R03BC01","include"
+"559","asthma","ephedrine","c22.. ","R03CA02","include"
+"560","asthma","ephedrine","c221. ","R03CA02","include"
+"561","asthma","ephedrine","c222. ","R03CA02","include"
+"562","asthma","ephedrine","c223. ","R03CA02","include"
+"563","asthma","ephedrine","c224. ","R03CA02","include"
+"564","asthma","ephedrine","c225. ","R03CA02","include"
+"565","asthma","ephedrine","c226. ","R03CA02","include"
+"566","asthma","ephedrine","c227. ","R03CA02","include"
+"567","asthma","epinephrine","c21.. ","R03AA01","include"
+"568","asthma","epinephrine","c213. ","R03AA01","include"
+"569","asthma","epinephrine","c216. ","R03AA01","include"
+"570","asthma","fenoterol","c15.. ","R03AC04","include"
+"571","asthma","fenoterol","c151. ","R03AC04","include"
+"572","asthma","fenoterol","c152. ","R03AC04","include"
+"573","asthma","fenoterol","c153. ","R03AC04","include"
+"574","asthma","fenoterol","c154. ","R03AC04","include"
+"575","asthma","fenoterol","c15y. ","R03AC04","include"
+"576","asthma","fenoterol","c15z. ","R03AC04","include"
+"577","asthma","fenoterol and other drugs for obstructive airway diseases","c51A. ","R03AK03","include"
+"578","asthma","fenoterol and other drugs for obstructive airway diseases","c51B. ","R03AK03","include"
+"579","asthma","fenoterol and other drugs for obstructive airway diseases","c51i. ","R03AK03","include"
+"580","asthma","fenoterol and other drugs for obstructive airway diseases","c51v. ","R03AK03","include"
+"581","asthma","fenoterol and other drugs for obstructive airway diseases","c51w. ","R03AK03","include"
+"582","asthma","fenoterol and other drugs for obstructive airway diseases","c51x. ","R03AK03","include"
+"583","asthma","fluticasone","c65.. ","R03BA05","include"
+"584","asthma","fluticasone","c651. ","R03BA05","include"
+"585","asthma","fluticasone","c652. ","R03BA05","include"
+"586","asthma","fluticasone","c653. ","R03BA05","include"
+"587","asthma","fluticasone","c654. ","R03BA05","include"
+"588","asthma","fluticasone","c655. ","R03BA05","include"
+"589","asthma","fluticasone","c656. ","R03BA05","include"
+"590","asthma","fluticasone","c657. ","R03BA05","include"
+"591","asthma","fluticasone","c658. ","R03BA05","include"
+"592","asthma","fluticasone","c659. ","R03BA05","include"
+"593","asthma","fluticasone","c65a. ","R03BA05","include"
+"594","asthma","fluticasone","c65A. ","R03BA05","include"
+"595","asthma","fluticasone","c65b. ","R03BA05","include"
+"596","asthma","fluticasone","c65B. ","R03BA05","include"
+"597","asthma","fluticasone","c65c. ","R03BA05","include"
+"598","asthma","fluticasone","c65C. ","R03BA05","include"
+"599","asthma","fluticasone","c65d. ","R03BA05","include"
+"600","asthma","fluticasone","c65D. ","R03BA05","include"
+"601","asthma","fluticasone","c65e. ","R03BA05","include"
+"602","asthma","fluticasone","c65E. ","R03BA05","include"
+"603","asthma","fluticasone","c65f. ","R03BA05","include"
+"604","asthma","fluticasone","c65F. ","R03BA05","include"
+"605","asthma","fluticasone","c65g. ","R03BA05","include"
+"606","asthma","fluticasone","c65G. ","R03BA05","include"
+"607","asthma","fluticasone","c65H. ","R03BA05","include"
+"608","asthma","fluticasone","c65I. ","R03BA05","include"
+"609","asthma","fluticasone","c65J. ","R03BA05","include"
+"610","asthma","fluticasone","c65K. ","R03BA05","include"
+"611","asthma","fluticasone","c65L. ","R03BA05","include"
+"612","asthma","fluticasone","c65M. ","R03BA05","include"
+"613","asthma","fluticasone","c65N. ","R03BA05","include"
+"614","asthma","fluticasone","c65O. ","R03BA05","include"
+"615","asthma","fluticasone","c65P. ","R03BA05","include"
+"616","asthma","fluticasone","c65Q. ","R03BA05","include"
+"617","asthma","fluticasone","c65R. ","R03BA05","include"
+"618","asthma","fluticasone","c65S. ","R03BA05","include"
+"619","asthma","fluticasone","c65T. ","R03BA05","include"
+"620","asthma","fluticasone","c65U. ","R03BA05","include"
+"621","asthma","fluticasone","c65V. ","R03BA05","include"
+"622","asthma","fluticasone","c65W. ","R03BA05","include"
+"623","asthma","fluticasone","c65X. ","R03BA05","include"
+"624","asthma","fluticasone","c65Y. ","R03BA05","include"
+"625","asthma","fluticasone","c65Z. ","R03BA05","include"
+"626","asthma","formoterol","c1C.. ","R03AC13","include"
+"627","asthma","formoterol","c1C1. ","R03AC13","include"
+"628","asthma","formoterol","c1C2. ","R03AC13","include"
+"629","asthma","formoterol","c1C3. ","R03AC13","include"
+"630","asthma","formoterol","c1C4. ","R03AC13","include"
+"631","asthma","formoterol","c1C5. ","R03AC13","include"
+"632","asthma","formoterol","c1C6. ","R03AC13","include"
+"633","asthma","formoterol","c1C7. ","R03AC13","include"
+"634","asthma","formoterol","c1C8. ","R03AC13","include"
+"635","asthma","formoterol","c1Cy. ","R03AC13","include"
+"636","asthma","formoterol","c1Cz. ","R03AC13","include"
+"637","asthma","formoterol and other drugs for obstructive airway diseases","c1c.. ","R03AK07","include"
+"638","asthma","formoterol and other drugs for obstructive airway diseases","c1c1. ","R03AK07","include"
+"639","asthma","formoterol and other drugs for obstructive airway diseases","c1c2. ","R03AK07","include"
+"640","asthma","formoterol and other drugs for obstructive airway diseases","c1c3. ","R03AK07","include"
+"641","asthma","formoterol and other drugs for obstructive airway diseases","c1cx. ","R03AK07","include"
+"642","asthma","formoterol and other drugs for obstructive airway diseases","c1cy. ","R03AK07","include"
+"643","asthma","formoterol and other drugs for obstructive airway diseases","c1cz. ","R03AK07","include"
+"644","asthma","formoterol and other drugs for obstructive airway diseases","c67.. ","R03AK07","include"
+"645","asthma","formoterol and other drugs for obstructive airway diseases","c671. ","R03AK07","include"
+"646","asthma","formoterol and other drugs for obstructive airway diseases","c672. ","R03AK07","include"
+"647","asthma","formoterol and other drugs for obstructive airway diseases","c673. ","R03AK07","include"
+"648","asthma","formoterol and other drugs for obstructive airway diseases","c67x. ","R03AK07","include"
+"649","asthma","formoterol and other drugs for obstructive airway diseases","c67y. ","R03AK07","include"
+"650","asthma","formoterol and other drugs for obstructive airway diseases","c67z. ","R03AK07","include"
+"651","asthma","formoterol and other drugs for obstructive airway diseases","c6A.. ","R03AK07","include"
+"652","asthma","formoterol and other drugs for obstructive airway diseases","c6A1. ","R03AK07","include"
+"653","asthma","formoterol and other drugs for obstructive airway diseases","c6Az. ","R03AK07","include"
+"654","asthma","glycopyrronium bromide","o323. ","R03BB06","include"
+"655","asthma","glycopyrronium bromide","o324. ","R03BB06","include"
+"656","asthma","indacaterol","c1b.. ","R03AC18","include"
+"657","asthma","indacaterol","c1b1. ","R03AC18","include"
+"658","asthma","indacaterol","c1b2. ","R03AC18","include"
+"659","asthma","indacaterol","c1b3. ","R03AC18","include"
+"660","asthma","indacaterol","c1b4. ","R03AC18","include"
+"661","asthma","ipratropium bromide","c31.. ","R03BB01","include"
+"662","asthma","ipratropium bromide","c311. ","R03BB01","include"
+"663","asthma","ipratropium bromide","c312. ","R03BB01","include"
+"664","asthma","ipratropium bromide","c313. ","R03BB01","include"
+"665","asthma","ipratropium bromide","c314. ","R03BB01","include"
+"666","asthma","ipratropium bromide","c315. ","R03BB01","include"
+"667","asthma","ipratropium bromide","c316. ","R03BB01","include"
+"668","asthma","ipratropium bromide","c317. ","R03BB01","include"
+"669","asthma","ipratropium bromide","c318. ","R03BB01","include"
+"670","asthma","ipratropium bromide","c319. ","R03BB01","include"
+"671","asthma","ipratropium bromide","c31A. ","R03BB01","include"
+"672","asthma","ipratropium bromide","c31B. ","R03BB01","include"
+"673","asthma","ipratropium bromide","c31C. ","R03BB01","include"
+"674","asthma","ipratropium bromide","c31D. ","R03BB01","include"
+"675","asthma","ipratropium bromide","c31E. ","R03BB01","include"
+"676","asthma","ipratropium bromide","c31F. ","R03BB01","include"
+"677","asthma","ipratropium bromide","c31G. ","R03BB01","include"
+"678","asthma","ipratropium bromide","c31t. ","R03BB01","include"
+"679","asthma","ipratropium bromide","c31u. ","R03BB01","include"
+"680","asthma","ipratropium bromide","c31v. ","R03BB01","include"
+"681","asthma","ipratropium bromide","c31w. ","R03BB01","include"
+"682","asthma","ipratropium bromide","c31x. ","R03BB01","include"
+"683","asthma","ipratropium bromide","c31y. ","R03BB01","include"
+"684","asthma","ipratropium bromide","c31z. ","R03BB01","include"
+"685","asthma","isoetarine","c23.. ","R03CC06","include"
+"686","asthma","isoetarine","c231. ","R03CC06","include"
+"687","asthma","isoetarine","c23z. ","R03CC06","include"
+"688","asthma","isoprenaline","c24.. ","R03AB02","include"
+"689","asthma","isoprenaline","c243. ","R03AB02","include"
+"690","asthma","isoprenaline","c245. ","R03AB02","include"
+"691","asthma","isoprenaline","c246. ","R03AB02","include"
+"692","asthma","isoprenaline","c24x. ","R03AB02","include"
+"693","asthma","isoprenaline","c24y. ","R03AB02","include"
+"694","asthma","isoprenaline","c24z. ","R03AB02","include"
+"695","asthma","mepolizumab","c75.. ","R03DX09","include"
+"696","asthma","mepolizumab","c752. ","R03DX09","include"
+"697","asthma","mometasone","c68.. ","R03BA07","include"
+"698","asthma","mometasone","c681. ","R03BA07","include"
+"699","asthma","mometasone","c682. ","R03BA07","include"
+"700","asthma","mometasone","c683. ","R03BA07","include"
+"701","asthma","mometasone","c684. ","R03BA07","include"
+"702","asthma","montelukast","cA1.. ","R03DC03","include"
+"703","asthma","montelukast","cA11. ","R03DC03","include"
+"704","asthma","montelukast","cA12. ","R03DC03","include"
+"705","asthma","montelukast","cA13. ","R03DC03","include"
+"706","asthma","montelukast","cA14. ","R03DC03","include"
+"707","asthma","montelukast","cA15. ","R03DC03","include"
+"708","asthma","montelukast","cA16. ","R03DC03","include"
+"709","asthma","montelukast","cA1y. ","R03DC03","include"
+"710","asthma","montelukast","cA1z. ","R03DC03","include"
+"711","asthma","nedocromil","c74.. ","R03BC03","include"
+"712","asthma","nedocromil","c741. ","R03BC03","include"
+"713","asthma","nedocromil","c742. ","R03BC03","include"
+"714","asthma","nedocromil","c743. ","R03BC03","include"
+"715","asthma","nedocromil","c744. ","R03BC03","include"
+"716","asthma","nedocromil","c745. ","R03BC03","include"
+"717","asthma","nedocromil","c746. ","R03BC03","include"
+"718","asthma","nedocromil","c747. ","R03BC03","include"
+"719","asthma","olodaterol","c1d.. ","R03AC19","include"
+"720","asthma","olodaterol","c1d2. ","R03AC19","include"
+"721","asthma","omalizumab","ck1.. ","R03DX05","include"
+"722","asthma","omalizumab","ck11. ","R03DX05","include"
+"723","asthma","omalizumab","ck12. ","R03DX05","include"
+"724","asthma","omalizumab","ck13. ","R03DX05","include"
+"725","asthma","omalizumab","ck14. ","R03DX05","include"
+"726","asthma","omalizumab","ck15. ","R03DX05","include"
+"727","asthma","omalizumab","ck16. ","R03DX05","include"
+"728","asthma","orciprenaline","c251. ","R03CB03","include"
+"729","asthma","orciprenaline","c252. ","R03CB03","include"
+"730","asthma","orciprenaline","c254. ","R03AB03","include"
+"731","asthma","orciprenaline","c255. ","R03AB03","include"
+"732","asthma","orciprenaline","c25v. ","R03CB03","include"
+"733","asthma","orciprenaline","c25w. ","R03CB03","include"
+"734","asthma","orciprenaline","c25y. ","R03AB03","include"
+"735","asthma","orciprenaline","c25z. ","R03AB03","include"
+"736","asthma","oxitropium bromide","c32.. ","R03BB02","include"
+"737","asthma","oxitropium bromide","c321. ","R03BB02","include"
+"738","asthma","oxitropium bromide","c322. ","R03BB02","include"
+"739","asthma","oxitropium bromide","c323. ","R03BB02","include"
+"740","asthma","oxitropium bromide","c324. ","R03BB02","include"
+"741","asthma","pirbuterol","c16.. ","R03CC07","include"
+"742","asthma","pirbuterol","c161. ","R03CC07","include"
+"743","asthma","pirbuterol","c162. ","R03CC07","include"
+"744","asthma","pirbuterol","c163. ","R03CC07","include"
+"745","asthma","pirbuterol","c164. ","R03AC08","include"
+"746","asthma","pirbuterol","c16w. ","R03CC07","include"
+"747","asthma","pirbuterol","c16x. ","R03CC07","include"
+"748","asthma","pirbuterol","c16y. ","R03CC07","include"
+"749","asthma","pirbuterol","c16z. ","R03AC08","include"
+"750","asthma","reproterol","c17.. ","R03AC15","include"
+"751","asthma","reproterol","c173. ","R03AC15","include"
+"752","asthma","reproterol","c17y. ","R03AC15","include"
+"753","asthma","rimiterol","c18.. ","R03AC05","include"
+"754","asthma","rimiterol","c181. ","R03AC05","include"
+"755","asthma","rimiterol","c182. ","R03AC05","include"
+"756","asthma","rimiterol","c183. ","R03AC05","include"
+"757","asthma","rimiterol","c184. ","R03AC05","include"
+"758","asthma","rimiterol","c18y. ","R03AC05","include"
+"759","asthma","rimiterol","c18z. ","R03AC05","include"
+"760","asthma","roflumilast","cl1.. ","R03DX07","include"
+"761","asthma","roflumilast","cl11. ","R03DX07","include"
+"762","asthma","roflumilast","cl1z. ","R03DX07","include"
+"763","asthma","salbutamol","c11.. ","R03CC02","include"
+"764","asthma","salbutamol","c111. ","R03CC02","include"
+"765","asthma","salbutamol","c112. ","R03CC02","include"
+"766","asthma","salbutamol","c113. ","R03CC02","include"
+"767","asthma","salbutamol","c114. ","R03CC02","include"
+"768","asthma","salbutamol","c115. ","R03CC02","include"
+"769","asthma","salbutamol","c116. ","R03CC02","include"
+"770","asthma","salbutamol","c118. ","R03CC02","include"
+"771","asthma","salbutamol","c119. ","R03CC02","include"
+"772","asthma","salbutamol","c11a. ","R03CC02","include"
+"773","asthma","salbutamol","c11b. ","R03CC02","include"
+"774","asthma","salbutamol","c11c. ","R03CC02","include"
+"775","asthma","salbutamol","c11d. ","R03CC02","include"
+"776","asthma","salbutamol","c11D. ","R03CC02","include"
+"777","asthma","salbutamol","c11e. ","R03CC02","include"
+"778","asthma","salbutamol","c11f. ","R03CC02","include"
+"779","asthma","salbutamol","c11g. ","R03CC02","include"
+"780","asthma","salbutamol","c11h. ","R03CC02","include"
+"781","asthma","salbutamol","c11i. ","R03CC02","include"
+"782","asthma","salbutamol","c11j. ","R03CC02","include"
+"783","asthma","salbutamol","c11k. ","R03CC02","include"
+"784","asthma","salbutamol","c11m. ","R03CC02","include"
+"785","asthma","salbutamol","c11n. ","R03CC02","include"
+"786","asthma","salbutamol","c11o. ","R03CC02","include"
+"787","asthma","salbutamol","c11p. ","R03CC02","include"
+"788","asthma","salbutamol","c11q. ","R03CC02","include"
+"789","asthma","salbutamol","c11v. ","R03CC02","include"
+"790","asthma","salbutamol","c11x. ","R03CC02","include"
+"791","asthma","salbutamol","c11y. ","R03CC02","include"
+"792","asthma","salbutamol","c11z. ","R03CC02","include"
+"793","asthma","salbutamol","c12.. ","R03CC02","include"
+"794","asthma","salbutamol","c121. ","R03CC02","include"
+"795","asthma","salbutamol","c122. ","R03CC02","include"
+"796","asthma","salbutamol","c123. ","R03CC02","include"
+"797","asthma","salbutamol","c124. ","R03CC02","include"
+"798","asthma","salbutamol","c125. ","R03CC02","include"
+"799","asthma","salbutamol","c126. ","R03CC02","include"
+"800","asthma","salbutamol","c12w. ","R03CC02","include"
+"801","asthma","salbutamol","c12x. ","R03CC02","include"
+"802","asthma","salbutamol","c12y. ","R03CC02","include"
+"803","asthma","salbutamol","c12z. ","R03CC02","include"
+"804","asthma","salbutamol","c13.. ","R03AC02","include"
+"805","asthma","salbutamol","c131. ","R03AC02","include"
+"806","asthma","salbutamol","c132. ","R03AC02","include"
+"807","asthma","salbutamol","c133. ","R03AC02","include"
+"808","asthma","salbutamol","c134. ","R03AC02","include"
+"809","asthma","salbutamol","c135. ","R03AC02","include"
+"810","asthma","salbutamol","c136. ","R03AC02","include"
+"811","asthma","salbutamol","c137. ","R03AC02","include"
+"812","asthma","salbutamol","c139. ","R03AC02","include"
+"813","asthma","salbutamol","c13a. ","R03AC02","include"
+"814","asthma","salbutamol","c13A. ","R03AC02","include"
+"815","asthma","salbutamol","c13B. ","R03AC02","include"
+"816","asthma","salbutamol","c13C. ","R03AC02","include"
+"817","asthma","salbutamol","c13d. ","R03AC02","include"
+"818","asthma","salbutamol","c13D. ","R03AC02","include"
+"819","asthma","salbutamol","c13e. ","R03AC02","include"
+"820","asthma","salbutamol","c13E. ","R03AC02","include"
+"821","asthma","salbutamol","c13f. ","R03AC02","include"
+"822","asthma","salbutamol","c13F. ","R03AC02","include"
+"823","asthma","salbutamol","c13g. ","R03AC02","include"
+"824","asthma","salbutamol","c13G. ","R03AC02","include"
+"825","asthma","salbutamol","c13h. ","R03AC02","include"
+"826","asthma","salbutamol","c13H. ","R03AC02","include"
+"827","asthma","salbutamol","c13i. ","R03AC02","include"
+"828","asthma","salbutamol","c13I. ","R03AC02","include"
+"829","asthma","salbutamol","c13j. ","R03AC02","include"
+"830","asthma","salbutamol","c13J. ","R03AC02","include"
+"831","asthma","salbutamol","c13K. ","R03AC02","include"
+"832","asthma","salbutamol","c13l. ","R03AC02","include"
+"833","asthma","salbutamol","c13L. ","R03AC02","include"
+"834","asthma","salbutamol","c13m. ","R03AC02","include"
+"835","asthma","salbutamol","c13M. ","R03AC02","include"
+"836","asthma","salbutamol","c13n. ","R03AC02","include"
+"837","asthma","salbutamol","c13N. ","R03AC02","include"
+"838","asthma","salbutamol","c13o. ","R03AC02","include"
+"839","asthma","salbutamol","c13O. ","R03AC02","include"
+"840","asthma","salbutamol","c13p. ","R03AC02","include"
+"841","asthma","salbutamol","c13P. ","R03AC02","include"
+"842","asthma","salbutamol","c13q. ","R03AC02","include"
+"843","asthma","salbutamol","c13Q. ","R03AC02","include"
+"844","asthma","salbutamol","c13r. ","R03AC02","include"
+"845","asthma","salbutamol","c13R. ","R03AC02","include"
+"846","asthma","salbutamol","c13S. ","R03AC02","include"
+"847","asthma","salbutamol","c13T. ","R03AC02","include"
+"848","asthma","salbutamol","c13U. ","R03AC02","include"
+"849","asthma","salbutamol","c13v. ","R03AC02","include"
+"850","asthma","salbutamol","c13V. ","R03AC02","include"
+"851","asthma","salbutamol","c13w. ","R03AC02","include"
+"852","asthma","salbutamol","c13W. ","R03AC02","include"
+"853","asthma","salbutamol","c13x. ","R03AC02","include"
+"854","asthma","salbutamol","c13X. ","R03AC02","include"
+"855","asthma","salbutamol","c13y. ","R03AC02","include"
+"856","asthma","salbutamol","c13Y. ","R03AC02","include"
+"857","asthma","salbutamol","c13z. ","R03AC02","include"
+"858","asthma","salbutamol","c13Z. ","R03AC02","include"
+"859","asthma","salbutamol","c1E.. ","R03AC02","include"
+"860","asthma","salbutamol","c1E1. ","R03AC02","include"
+"861","asthma","salbutamol","c1E2. ","R03AC02","include"
+"862","asthma","salbutamol","c1E3. ","R03AC02","include"
+"863","asthma","salbutamol","c1E4. ","R03AC02","include"
+"864","asthma","salbutamol","c1E5. ","R03AC02","include"
+"865","asthma","salbutamol","c1E6. ","R03AC02","include"
+"866","asthma","salbutamol","c1E7. ","R03AC02","include"
+"867","asthma","salbutamol","c1E8. ","R03AC02","include"
+"868","asthma","salbutamol","c1E9. ","R03AC02","include"
+"869","asthma","salbutamol","c1EA. ","R03AC02","include"
+"870","asthma","salbutamol","c1EB. ","R03AC02","include"
+"871","asthma","salbutamol","c1EC. ","R03AC02","include"
+"872","asthma","salbutamol","c1ED. ","R03AC02","include"
+"873","asthma","salbutamol","c1EE. ","R03AC02","include"
+"874","asthma","salbutamol and other drugs for obstructive airway diseases","c51C. ","R03AK04","include"
+"875","asthma","salbutamol and other drugs for obstructive airway diseases","c51D. ","R03AK04","include"
+"876","asthma","salbutamol and other drugs for obstructive airway diseases","c51E. ","R03AK04","include"
+"877","asthma","salbutamol and other drugs for obstructive airway diseases","c51F. ","R03AK04","include"
+"878","asthma","salbutamol and other drugs for obstructive airway diseases","c51G. ","R03AK04","include"
+"879","asthma","salbutamol and other drugs for obstructive airway diseases","c51H. ","R03AK04","include"
+"880","asthma","salbutamol and other drugs for obstructive airway diseases","c531. ","R03AK04","include"
+"881","asthma","salbutamol and other drugs for obstructive airway diseases","c722. ","R03AK04","include"
+"882","asthma","salbutamol and other drugs for obstructive airway diseases","c723. ","R03AK04","include"
+"883","asthma","salbutamol and other drugs for obstructive airway diseases","c72y. ","R03AK04","include"
+"884","asthma","salbutamol and other drugs for obstructive airway diseases","c72z. ","R03AK04","include"
+"885","asthma","salmeterol","c19.. ","R03AC12","include"
+"886","asthma","salmeterol","c191. ","R03AC12","include"
+"887","asthma","salmeterol","c192. ","R03AC12","include"
+"888","asthma","salmeterol","c193. ","R03AC12","include"
+"889","asthma","salmeterol","c194. ","R03AC12","include"
+"890","asthma","salmeterol","c195. ","R03AC12","include"
+"891","asthma","salmeterol","c196. ","R03AC12","include"
+"892","asthma","salmeterol","c197. ","R03AC12","include"
+"893","asthma","salmeterol","c198. ","R03AC12","include"
+"894","asthma","salmeterol","c199. ","R03AC12","include"
+"895","asthma","salmeterol","c19A. ","R03AC12","include"
+"896","asthma","salmeterol","c19B. ","R03AC12","include"
+"897","asthma","salmeterol","c19z. ","R03AC12","include"
+"898","asthma","salmeterol and other drugs for obstructive airway diseases","c1D.. ","R03AK06","include"
+"899","asthma","salmeterol and other drugs for obstructive airway diseases","c1D1. ","R03AK06","include"
+"900","asthma","salmeterol and other drugs for obstructive airway diseases","c1D2. ","R03AK06","include"
+"901","asthma","salmeterol and other drugs for obstructive airway diseases","c1D3. ","R03AK06","include"
+"902","asthma","salmeterol and other drugs for obstructive airway diseases","c1D4. ","R03AK06","include"
+"903","asthma","salmeterol and other drugs for obstructive airway diseases","c1D5. ","R03AK06","include"
+"904","asthma","salmeterol and other drugs for obstructive airway diseases","c1D6. ","R03AK06","include"
+"905","asthma","salmeterol and other drugs for obstructive airway diseases","c1Du. ","R03AK06","include"
+"906","asthma","salmeterol and other drugs for obstructive airway diseases","c1Dv. ","R03AK06","include"
+"907","asthma","salmeterol and other drugs for obstructive airway diseases","c1Dw. ","R03AK06","include"
+"908","asthma","salmeterol and other drugs for obstructive airway diseases","c1Dx. ","R03AK06","include"
+"909","asthma","salmeterol and other drugs for obstructive airway diseases","c1Dy. ","R03AK06","include"
+"910","asthma","salmeterol and other drugs for obstructive airway diseases","c1Dz. ","R03AK06","include"
+"911","asthma","terbutaline","c14.. ","R03CC03","include"
+"912","asthma","terbutaline","c141. ","R03CC03","include"
+"913","asthma","terbutaline","c142. ","R03CC03","include"
+"914","asthma","terbutaline","c143. ","R03CC03","include"
+"915","asthma","terbutaline","c144. ","R03AC03","include"
+"916","asthma","terbutaline","c145. ","R03AC03","include"
+"917","asthma","terbutaline","c146. ","R03AC03","include"
+"918","asthma","terbutaline","c147. ","R03AC03","include"
+"919","asthma","terbutaline","c148. ","R03AC03","include"
+"920","asthma","terbutaline","c149. ","R03CC03","include"
+"921","asthma","terbutaline","c14a. ","R03CC03","include"
+"922","asthma","terbutaline","c14b. ","R03CC03","include"
+"923","asthma","terbutaline","c14c. ","R03CC03","include"
+"924","asthma","terbutaline","c14e. ","R03CC03","include"
+"925","asthma","terbutaline","c14f. ","R03AC03","include"
+"926","asthma","terbutaline","c14g. ","R03AC03","include"
+"927","asthma","terbutaline","c14h. ","R03CC03","include"
+"928","asthma","terbutaline","c14i. ","R03AC03","include"
+"929","asthma","terbutaline","c14j. ","R03AC03","include"
+"930","asthma","terbutaline","c14k. ","R03AC03","include"
+"931","asthma","terbutaline","c14r. ","R03CC03","include"
+"932","asthma","terbutaline","c14s. ","R03CC03","include"
+"933","asthma","terbutaline","c14t. ","R03AC03","include"
+"934","asthma","terbutaline","c14u. ","R03AC03","include"
+"935","asthma","terbutaline","c14v. ","R03AC03","include"
+"936","asthma","terbutaline","c14w. ","R03AC03","include"
+"937","asthma","terbutaline","c14x. ","R03AC03","include"
+"938","asthma","terbutaline","c14y. ","R03CC03","include"
+"939","asthma","terbutaline","c14z. ","R03CC03","include"
+"940","asthma","theophylline","c43.. ","R03DA04","include"
+"941","asthma","theophylline","c431. ","R03DA04","include"
+"942","asthma","theophylline","c432. ","R03DA04","include"
+"943","asthma","theophylline","c433. ","R03DA04","include"
+"944","asthma","theophylline","c434. ","R03DA04","include"
+"945","asthma","theophylline","c435. ","R03DA04","include"
+"946","asthma","theophylline","c436. ","R03DA04","include"
+"947","asthma","theophylline","c437. ","R03DA04","include"
+"948","asthma","theophylline","c438. ","R03DA04","include"
+"949","asthma","theophylline","c439. ","R03DA04","include"
+"950","asthma","theophylline","c43a. ","R03DA04","include"
+"951","asthma","theophylline","c43A. ","R03DA04","include"
+"952","asthma","theophylline","c43b. ","R03DA04","include"
+"953","asthma","theophylline","c43B. ","R03DA04","include"
+"954","asthma","theophylline","c43c. ","R03DA04","include"
+"955","asthma","theophylline","c43d. ","R03DA04","include"
+"956","asthma","theophylline","c43e. ","R03DA04","include"
+"957","asthma","theophylline","c43f. ","R03DA04","include"
+"958","asthma","theophylline","c43g. ","R03DA04","include"
+"959","asthma","theophylline","c43h. ","R03DA04","include"
+"960","asthma","theophylline","c43i. ","R03DA04","include"
+"961","asthma","theophylline","c43j. ","R03DA04","include"
+"962","asthma","theophylline","c43k. ","R03DA04","include"
+"963","asthma","theophylline","c43m. ","R03DA04","include"
+"964","asthma","theophylline","c43n. ","R03DA04","include"
+"965","asthma","theophylline","c43o. ","R03DA04","include"
+"966","asthma","theophylline","c43p. ","R03DA04","include"
+"967","asthma","theophylline","c43q. ","R03DA04","include"
+"968","asthma","theophylline","c43r. ","R03DA04","include"
+"969","asthma","theophylline","c43s. ","R03DA04","include"
+"970","asthma","theophylline","c43t. ","R03DA04","include"
+"971","asthma","theophylline","c43u. ","R03DA04","include"
+"972","asthma","theophylline","c43v. ","R03DA04","include"
+"973","asthma","theophylline","c43w. ","R03DA04","include"
+"974","asthma","theophylline","c43x. ","R03DA04","include"
+"975","asthma","theophylline","c43y. ","R03DA04","include"
+"976","asthma","theophylline","c43z. ","R03DA04","include"
+"977","asthma","theophylline and adrenergics","c51t. ","R03DB04","include"
+"978","asthma","theophylline and adrenergics","c51u. ","R03DB04","include"
+"979","asthma","tiotropium bromide","c33.. ","R03BB04","include"
+"980","asthma","tiotropium bromide","c331. ","R03BB04","include"
+"981","asthma","tiotropium bromide","c332. ","R03BB04","include"
+"982","asthma","tiotropium bromide","c333. ","R03BB04","include"
+"983","asthma","tiotropium bromide","c33x. ","R03BB04","include"
+"984","asthma","tiotropium bromide","c33y. ","R03BB04","include"
+"985","asthma","tiotropium bromide","c33z. ","R03BB04","include"
+"986","asthma","tulobuterol","c1a.. ","R03CC11","include"
+"987","asthma","tulobuterol","c1a1. ","R03CC11","include"
+"988","asthma","tulobuterol","c1a2. ","R03CC11","include"
+"989","asthma","tulobuterol","c1a3. ","R03CC11","include"
+"990","asthma","tulobuterol","c1a4. ","R03CC11","include"
+"991","asthma","tulobuterol","c1a5. ","R03CC11","include"
+"992","asthma","zafirlukast","cA2.. ","R03DC01","include"
+"993","asthma","zafirlukast","cA21. ","R03DC01","include"
+"994","asthma","zafirlukast","cA22. ","R03DC01","include"
+"995","constipation"," ","ab... ","A06AC","include"
+"996","constipation"," ","ab1.. ","A06AC","include"
+"997","constipation"," ","ab13. ","A06AC","include"
+"998","constipation"," ","ab14. ","A06AC","include"
+"999","constipation"," ","ac... ","A06AB","include"
+"1000","constipation"," ","ac6.. ","A06A","include"
+"1001","constipation"," ","ac61. ","A06A","include"
+"1002","constipation"," ","ad... ","A06AA","include"
+"1003","constipation"," ","ae... ","A06AD","include"
+"1004","constipation"," ","ae4.. ","A06AD","include"
+"1005","constipation"," ","ae41. ","A06AD","include"
+"1006","constipation"," ","ae42. ","A06AD","include"
+"1007","constipation"," ","ae43. ","A06AD","include"
+"1008","constipation"," ","ae44. ","A06AD","include"
+"1009","constipation"," ","ae45. ","A06AD","include"
+"1010","constipation"," ","ae46. ","A06AD","include"
+"1011","constipation"," ","ae4a. ","A06AD","include"
+"1012","constipation"," ","ae4h. ","A06AD","include"
+"1013","constipation"," ","af... ","A06A","include"
+"1014","constipation"," ","af1.. ","A06A","include"
+"1015","constipation"," ","af1f. ","A06AG","include"
+"1016","constipation"," ","af1k. ","A06AG","include"
+"1017","constipation"," ","af1o. ","A06A","include"
+"1018","constipation"," ","af1q. ","A06AG","include"
+"1019","constipation"," ","af1v. ","A06AG","include"
+"1020","constipation"," ","ag... ","A06AX","include"
+"1021","constipation"," ","ag1.. ","A06AX","include"
+"1022","constipation"," ","l41b. ","A06","include"
+"1023","constipation","bisacodyl","ac1.. ","A06AB02","include"
+"1024","constipation","bisacodyl","ac1.. ","A06AG02","include"
+"1025","constipation","bisacodyl","ac11. ","A06AB02","include"
+"1026","constipation","bisacodyl","ac11. ","A06AG02","include"
+"1027","constipation","bisacodyl","ac12. ","A06AB02","include"
+"1028","constipation","bisacodyl","ac13. ","A06AB02","include"
+"1029","constipation","bisacodyl","ac14. ","A06AB02","include"
+"1030","constipation","bisacodyl","ac15. ","A06AB02","include"
+"1031","constipation","bisacodyl","ac16. ","A06AB02","include"
+"1032","constipation","bisacodyl","af11. ","A06AB02","include"
+"1033","constipation","bisacodyl","af11. ","A06AG02","include"
+"1034","constipation","bisacodyl","af12. ","A06AB02","include"
+"1035","constipation","bisacodyl","af12. ","A06AG02","include"
+"1036","constipation","bisacodyl","af1a. ","A06AB02","include"
+"1037","constipation","bisacodyl","af1b. ","A06AB02","include"
+"1038","constipation","bisacodyl","af1c. ","A06AB02","include"
+"1039","constipation","cascara","ac2.. ","A06AB07","include"
+"1040","constipation","cascara","ac21. ","A06AB07","include"
+"1041","constipation","castor oil","ac3.. ","A06AB05","include"
+"1042","constipation","castor oil","ac31. ","A06AB05","include"
+"1043","constipation","combinations","af1C. ","A06AG20","include"
+"1044","constipation","dantron","ac4.. ","A06AB03","include"
+"1045","constipation","dantron, combinations","ac42. ","A06AB53","include"
+"1046","constipation","dantron, combinations","ac43. ","A06AB53","include"
+"1047","constipation","dantron, combinations","ac44. ","A06AB53","include"
+"1048","constipation","dantron, combinations","ac45. ","A06AB53","include"
+"1049","constipation","dantron, combinations","ac46. ","A06AB53","include"
+"1050","constipation","dantron, combinations","ac47. ","A06AB53","include"
+"1051","constipation","dantron, combinations","ac48. ","A06AB53","include"
+"1052","constipation","dantron, combinations","ac49. ","A06AB53","include"
+"1053","constipation","dantron, combinations","ac4A. ","A06AB53","include"
+"1054","constipation","dantron, combinations","ac4B. ","A06AB53","include"
+"1055","constipation","dantron, combinations","ac4C. ","A06AB53","include"
+"1056","constipation","dantron, combinations","ac4D. ","A06AB53","include"
+"1057","constipation","dantron, combinations","ac4E. ","A06AB53","include"
+"1058","constipation","dantron, combinations","ac4F. ","A06AB53","include"
+"1059","constipation","dantron, combinations","ac4G. ","A06AB53","include"
+"1060","constipation","docusate sodium","ac5.. ","A06AA02","include"
+"1061","constipation","docusate sodium","ac51. ","A06AA02","include"
+"1062","constipation","docusate sodium","ac52. ","A06AA02","include"
+"1063","constipation","docusate sodium","ac53. ","A06AA02","include"
+"1064","constipation","docusate sodium","ac54. ","A06AA02","include"
+"1065","constipation","docusate sodium","ac55. ","A06AA02","include"
+"1066","constipation","docusate sodium","ac56. ","A06AA02","include"
+"1067","constipation","docusate sodium","ac57. ","A06AA02","include"
+"1068","constipation","docusate sodium","ac58. ","A06AA02","include"
+"1069","constipation","docusate sodium","ac59. ","A06AA02","include"
+"1070","constipation","docusate sodium","ac5A. ","A06AA02","include"
+"1071","constipation","docusate sodium","ac5B. ","A06AA02","include"
+"1072","constipation","docusate sodium, incl. combinations","af1e. ","A06AG10","include"
+"1073","constipation","docusate sodium, incl. combinations","af1p. ","A06AG10","include"
+"1074","constipation","docusate sodium, incl. combinations","af1t. ","A06AG10","include"
+"1075","constipation","glycerol","af13. ","A06AX01","include"
+"1076","constipation","glycerol","af14. ","A06AX01","include"
+"1077","constipation","glycerol","af15. ","A06AX01","include"
+"1078","constipation","ispaghula (psylla seeds)","ab2.. ","A06AC01","include"
+"1079","constipation","ispaghula (psylla seeds)","ab21. ","A06AC01","include"
+"1080","constipation","ispaghula (psylla seeds)","ab22. ","A06AC01","include"
+"1081","constipation","ispaghula (psylla seeds)","ab23. ","A06AC01","include"
+"1082","constipation","ispaghula (psylla seeds)","ab24. ","A06AC01","include"
+"1083","constipation","ispaghula (psylla seeds)","ab25. ","A06AC01","include"
+"1084","constipation","ispaghula (psylla seeds)","ab26. ","A06AC01","include"
+"1085","constipation","ispaghula (psylla seeds)","ab28. ","A06AC01","include"
+"1086","constipation","ispaghula (psylla seeds)","ab29. ","A06AC01","include"
+"1087","constipation","ispaghula (psylla seeds)","ab2A. ","A06AC01","include"
+"1088","constipation","ispaghula (psylla seeds)","ab2B. ","A06AC01","include"
+"1089","constipation","ispaghula (psylla seeds)","ab2C. ","A06AC01","include"
+"1090","constipation","ispaghula (psylla seeds)","ab2D. ","A06AC01","include"
+"1091","constipation","ispaghula (psylla seeds)","ab2E. ","A06AC01","include"
+"1092","constipation","ispaghula (psylla seeds)","ab2F. ","A06AC01","include"
+"1093","constipation","ispaghula (psylla seeds)","ab2G. ","A06AC01","include"
+"1094","constipation","ispaghula (psylla seeds)","ab2H. ","A06AC01","include"
+"1095","constipation","ispaghula (psylla seeds)","ab2J. ","A06AC01","include"
+"1096","constipation","ispaghula (psylla seeds)","ab2K. ","A06AC01","include"
+"1097","constipation","ispaghula (psylla seeds)","ab2L. ","A06AC01","include"
+"1098","constipation","ispaghula (psylla seeds)","ab2M. ","A06AC01","include"
+"1099","constipation","ispaghula (psylla seeds)","ab2n. ","A06AC01","include"
+"1100","constipation","ispaghula (psylla seeds)","ab2N. ","A06AC01","include"
+"1101","constipation","ispaghula (psylla seeds)","ab2o. ","A06AC01","include"
+"1102","constipation","ispaghula (psylla seeds)","ab2O. ","A06AC01","include"
+"1103","constipation","ispaghula (psylla seeds)","ab2p. ","A06AC01","include"
+"1104","constipation","ispaghula (psylla seeds)","ab2P. ","A06AC01","include"
+"1105","constipation","ispaghula (psylla seeds)","ab2q. ","A06AC01","include"
+"1106","constipation","ispaghula (psylla seeds)","ab2Q. ","A06AC01","include"
+"1107","constipation","ispaghula (psylla seeds)","ab2r. ","A06AC01","include"
+"1108","constipation","ispaghula (psylla seeds)","ab2R. ","A06AC01","include"
+"1109","constipation","ispaghula (psylla seeds)","ab2t. ","A06AC01","include"
+"1110","constipation","ispaghula (psylla seeds)","ab2u. ","A06AC01","include"
+"1111","constipation","ispaghula (psylla seeds)","ab2v. ","A06AC01","include"
+"1112","constipation","ispaghula (psylla seeds)","ab2w. ","A06AC01","include"
+"1113","constipation","ispaghula (psylla seeds)","ab2x. ","A06AC01","include"
+"1114","constipation","ispaghula (psylla seeds)","ab2y. ","A06AC01","include"
+"1115","constipation","lactitol","ae6.. ","A06AD12","include"
+"1116","constipation","lactitol","ae61. ","A06AD12","include"
+"1117","constipation","lactitol","ae6z. ","A06AD12","include"
+"1118","constipation","lactulose","ae1.. ","A06AD11","include"
+"1119","constipation","lactulose","ae11. ","A06AD11","include"
+"1120","constipation","lactulose","ae12. ","A06AD11","include"
+"1121","constipation","lactulose","ae13. ","A06AD11","include"
+"1122","constipation","lactulose","ae14. ","A06AD11","include"
+"1123","constipation","lactulose","ae15. ","A06AD11","include"
+"1124","constipation","lactulose","ae16. ","A06AD11","include"
+"1125","constipation","lactulose","ae17. ","A06AD11","include"
+"1126","constipation","lactulose","ae18. ","A06AD11","include"
+"1127","constipation","lactulose","ae19. ","A06AD11","include"
+"1128","constipation","lactulose","ae1A. ","A06AD11","include"
+"1129","constipation","lactulose","ae1B. ","A06AD11","include"
+"1130","constipation","laurilsulfate, incl. combinations","af1l. ","A06AG11","include"
+"1131","constipation","laurilsulfate, incl. combinations","af1m. ","A06AG11","include"
+"1132","constipation","linaclotide","a4i.. ","A06AX04","include"
+"1133","constipation","linaclotide","a4i1. ","A06AX04","include"
+"1134","constipation","linaclotide","a4i2. ","A06AX04","include"
+"1135","constipation","liquid paraffin","ad1.. ","A06AA01","include"
+"1136","constipation","liquid paraffin","ad11. ","A06AA01","include"
+"1137","constipation","liquid paraffin","ad12. ","A06AA01","include"
+"1138","constipation","liquid paraffin","ad13. ","A06AA01","include"
+"1139","constipation","liquid paraffin, combinations","ae21. ","A06AA51","include"
+"1140","constipation","liquid paraffin, combinations","ag11. ","A06AA51","include"
+"1141","constipation","liquid paraffin, combinations","ag15. ","A06AA51","include"
+"1142","constipation","liquid paraffin, combinations","ag19. ","A06AA51","include"
+"1143","constipation","liquid paraffin, combinations","ag1A. ","A06AA51","include"
+"1144","constipation","lubiprostone","ag1H. ","A06AX03","include"
+"1145","constipation","macrogol","ae47. ","A06AD15","include"
+"1146","constipation","macrogol","ae48. ","A06AD15","include"
+"1147","constipation","macrogol","ae49. ","A06AD15","include"
+"1148","constipation","macrogol","ae4g. ","A06AD15","include"
+"1149","constipation","macrogol, combinations","ae4b. ","A06AD65","include"
+"1150","constipation","macrogol, combinations","ae4c. ","A06AD65","include"
+"1151","constipation","macrogol, combinations","ae4d. ","A06AD65","include"
+"1152","constipation","macrogol, combinations","ae4e. ","A06AD65","include"
+"1153","constipation","macrogol, combinations","ae4f. ","A06AD65","include"
+"1154","constipation","macrogol, combinations","ae4i. ","A06AD65","include"
+"1155","constipation","macrogol, combinations","ae4j. ","A06AD65","include"
+"1156","constipation","magnesium citrate","ae5.. ","A06AD19","include"
+"1157","constipation","magnesium citrate","ae51. ","A06AD19","include"
+"1158","constipation","magnesium sulfate","ae3.. ","A06AD04","include"
+"1159","constipation","magnesium sulfate","ae31. ","A06AD04","include"
+"1160","constipation","magnesium sulfate","ae32. ","A06AD04","include"
+"1161","constipation","magnesium sulfate","ae33. ","A06AD04","include"
+"1162","constipation","magnesium sulfate","ag17. ","A06AD04","include"
+"1163","constipation","methylcellulose","ab3.. ","A06AC06","include"
+"1164","constipation","methylcellulose","ab32. ","A06AC06","include"
+"1165","constipation","methylcellulose","ab33. ","A06AC06","include"
+"1166","constipation","methylcellulose","ab35. ","A06AC06","include"
+"1167","constipation","methylcellulose","ab36. ","A06AC06","include"
+"1168","constipation","methylcellulose","ab37. ","A06AC06","include"
+"1169","constipation","methylnaltrexone bromide","ax1.. ","A06AH01","include"
+"1170","constipation","mineral salts in combination","iz1D. ","A06AD10","include"
+"1171","constipation","naloxegol","ax2.. ","A06AH03","include"
+"1172","constipation","naloxegol","ax23. ","A06AH03","include"
+"1173","constipation","naloxegol","ax24. ","A06AH03","include"
+"1174","constipation","oil","af1d. ","A06AG06","include"
+"1175","constipation","oil","af1s. ","A06AG06","include"
+"1176","constipation","oxyphenisatine","af1n. ","A06AB01","include"
+"1177","constipation","phenolphthalein","ag12. ","A06AB04","include"
+"1178","constipation","phenolphthalein","ag16. ","A06AB04","include"
+"1179","constipation","prucalopride","ag1C. ","A06AX05","include"
+"1180","constipation","prucalopride","ag1E. ","A06AX05","include"
+"1181","constipation","senna glycosides","ac7.. ","A06AB06","include"
+"1182","constipation","senna glycosides","ac71. ","A06AB06","include"
+"1183","constipation","senna glycosides","ac74. ","A06AB06","include"
+"1184","constipation","senna glycosides","ac75. ","A06AB06","include"
+"1185","constipation","senna glycosides","ac76. ","A06AB06","include"
+"1186","constipation","senna glycosides","ac77. ","A06AB06","include"
+"1187","constipation","senna glycosides","ac78. ","A06AB06","include"
+"1188","constipation","senna glycosides","ac79. ","A06AB06","include"
+"1189","constipation","senna glycosides","ac7A. ","A06AB06","include"
+"1190","constipation","senna glycosides","ac7v. ","A06AB06","include"
+"1191","constipation","senna glycosides","ac7w. ","A06AB06","include"
+"1192","constipation","senna glycosides","ac7x. ","A06AB06","include"
+"1193","constipation","senna glycosides","ac7y. ","A06AB06","include"
+"1194","constipation","senna glycosides","ac7z. ","A06AB06","include"
+"1195","constipation","sodium phosphate","ae7.. ","A06AD17","include"
+"1196","constipation","sodium phosphate","ae71. ","A06AD17","include"
+"1197","constipation","sodium phosphate","af16. ","A06AG01","include"
+"1198","constipation","sodium phosphate","af1A. ","A06AG01","include"
+"1199","constipation","sodium phosphate","af1B. ","A06AG01","include"
+"1200","constipation","sodium phosphate","af1g. ","A06AG01","include"
+"1201","constipation","sodium phosphate","af1h. ","A06AG01","include"
+"1202","constipation","sodium phosphate","af1w. ","A06AG01","include"
+"1203","constipation","sodium phosphate","af1x. ","A06AG01","include"
+"1204","constipation","sodium phosphate","af1y. ","A06AG01","include"
+"1205","constipation","sodium picosulfate","ac8.. ","A06AB08","include"
+"1206","constipation","sodium picosulfate","ac81. ","A06AB08","include"
+"1207","constipation","sodium picosulfate","ac82. ","A06AB08","include"
+"1208","constipation","sodium picosulfate","ac84. ","A06AB08","include"
+"1209","constipation","sodium picosulfate","ac85. ","A06AB08","include"
+"1210","constipation","sodium picosulfate","ac8w. ","A06AB08","include"
+"1211","constipation","sodium picosulfate","ac8x. ","A06AB08","include"
+"1212","constipation","sodium picosulfate","ac8y. ","A06AB08","include"
+"1213","constipation","sodium picosulfate, combinations","ac83. ","A06AB58","include"
+"1214","constipation","sodium picosulfate, combinations","ac86. ","A06AB58","include"
+"1215","constipation","sodium picosulfate, combinations","ac8z. ","A06AB58","include"
+"1216","constipation","sterculia","ab4.. ","A06AC03","include"
+"1217","constipation","sterculia","ab41. ","A06AC03","include"
+"1218","constipation","sterculia","ab42. ","A06AC03","include"
+"1219","constipation","sterculia","ab4y. ","A06AC03","include"
+"1220","constipation","sterculia","ab4z. ","A06AC03","include"
+"1221","constipation","sterculia, combinations","ab43. ","A06AC53","include"
+"1222","constipation","sterculia, combinations","ab44. ","A06AC53","include"
+"1223","constipation","sterculia, combinations","ab45. ","A06AC53","include"
+"1224","constipation","sterculia, combinations","ab46. ","A06AC53","include"
+"1225","constipation","sterculia, combinations","ab4x. ","A06AC53","include"
+"1226","dyspepsia"," ","a22w. ","A02BX","include"
+"1227","dyspepsia"," ","a22x. ","A02BX","include"
+"1228","dyspepsia"," ","a22y. ","A02BX","include"
+"1229","dyspepsia"," ","a22z. ","A02BX","include"
+"1230","dyspepsia"," ","a23K. ","A02BX","include"
+"1231","dyspepsia"," ","a23L. ","A02BX","include"
+"1232","dyspepsia"," ","a23M. ","A02BX","include"
+"1233","dyspepsia"," ","a23P. ","A02BX","include"
+"1234","dyspepsia"," ","a23Q. ","A02BX","include"
+"1235","dyspepsia"," ","a6... ","A02B","include"
+"1236","dyspepsia"," ","a67.. ","A02B","include"
+"1237","dyspepsia"," ","a671. ","A02B","include"
+"1238","dyspepsia"," ","a6g.. ","A02BD","include"
+"1239","dyspepsia"," ","a6g1. ","A02BD","include"
+"1240","dyspepsia"," ","a6g2. ","A02BD","include"
+"1241","dyspepsia"," ","a6g3. ","A02BD","include"
+"1242","dyspepsia"," ","a6g4. ","A02BD","include"
+"1243","dyspepsia","alginic acid","a22u. ","A02BX13","include"
+"1244","dyspepsia","alginic acid","a22v. ","A02BX13","include"
+"1245","dyspepsia","alginic acid","a23A. ","A02BX13","include"
+"1246","dyspepsia","alginic acid","a23b. ","A02BX13","include"
+"1247","dyspepsia","alginic acid","a23B. ","A02BX13","include"
+"1248","dyspepsia","alginic acid","a23c. ","A02BX13","include"
+"1249","dyspepsia","alginic acid","a23C. ","A02BX13","include"
+"1250","dyspepsia","alginic acid","a23D. ","A02BX13","include"
+"1251","dyspepsia","alginic acid","a23e. ","A02BX13","include"
+"1252","dyspepsia","alginic acid","a23E. ","A02BX13","include"
+"1253","dyspepsia","alginic acid","a23f. ","A02BX13","include"
+"1254","dyspepsia","alginic acid","a23F. ","A02BX13","include"
+"1255","dyspepsia","alginic acid","a23G. ","A02BX13","include"
+"1256","dyspepsia","alginic acid","a23H. ","A02BX13","include"
+"1257","dyspepsia","alginic acid","a23i. ","A02BX13","include"
+"1258","dyspepsia","alginic acid","a23I. ","A02BX13","include"
+"1259","dyspepsia","alginic acid","a23j. ","A02BX13","include"
+"1260","dyspepsia","alginic acid","a23J. ","A02BX13","include"
+"1261","dyspepsia","alginic acid","a23k. ","A02BX13","include"
+"1262","dyspepsia","alginic acid","a23l. ","A02BX13","include"
+"1263","dyspepsia","alginic acid","a23m. ","A02BX13","include"
+"1264","dyspepsia","alginic acid","a23n. ","A02BX13","include"
+"1265","dyspepsia","alginic acid","a23N. ","A02BX13","include"
+"1266","dyspepsia","alginic acid","a23o. ","A02BX13","include"
+"1267","dyspepsia","alginic acid","a23O. ","A02BX13","include"
+"1268","dyspepsia","alginic acid","a23p. ","A02BX13","include"
+"1269","dyspepsia","alginic acid","a23q. ","A02BX13","include"
+"1270","dyspepsia","alginic acid","a23s. ","A02BX13","include"
+"1271","dyspepsia","alginic acid","a23t. ","A02BX13","include"
+"1272","dyspepsia","alginic acid","a23v. ","A02BX13","include"
+"1273","dyspepsia","alginic acid","a23w. ","A02BX13","include"
+"1274","dyspepsia","alginic acid","a23x. ","A02BX13","include"
+"1275","dyspepsia","alginic acid","a23y. ","A02BX13","include"
+"1276","dyspepsia","alginic acid","a23z. ","A02BX13","include"
+"1277","dyspepsia","alginic acid","a24z. ","A02BX13","include"
+"1278","dyspepsia","bismuth subcitrate","a642. ","A02BX05","include"
+"1279","dyspepsia","bismuth subcitrate","a643. ","A02BX05","include"
+"1280","dyspepsia","bismuth subcitrate","a64y. ","A02BX05","include"
+"1281","dyspepsia","bismuth subcitrate","a64z. ","A02BX05","include"
+"1282","dyspepsia","carbenoxolone","a66.. ","A02BX01","include"
+"1283","dyspepsia","carbenoxolone","a661. ","A02BX01","include"
+"1284","dyspepsia","carbenoxolone","a662. ","A02BX01","include"
+"1285","dyspepsia","carbenoxolone","a66z. ","A02BX01","include"
+"1286","dyspepsia","carbenoxolone, combinations excl. psycholeptics","a663. ","A02BX51","include"
+"1287","dyspepsia","carbenoxolone, combinations excl. psycholeptics","a664. ","A02BX51","include"
+"1288","dyspepsia","cimetidine","a61.. ","A02BA01","include"
+"1289","dyspepsia","cimetidine","a611. ","A02BA01","include"
+"1290","dyspepsia","cimetidine","a612. ","A02BA01","include"
+"1291","dyspepsia","cimetidine","a613. ","A02BA01","include"
+"1292","dyspepsia","cimetidine","a614. ","A02BA01","include"
+"1293","dyspepsia","cimetidine","a615. ","A02BA01","include"
+"1294","dyspepsia","cimetidine","a616. ","A02BA01","include"
+"1295","dyspepsia","cimetidine","a617. ","A02BA01","include"
+"1296","dyspepsia","cimetidine","a618. ","A02BA01","include"
+"1297","dyspepsia","cimetidine","a619. ","A02BA01","include"
+"1298","dyspepsia","cimetidine","a61A. ","A02BA01","include"
+"1299","dyspepsia","cimetidine","a61B. ","A02BA01","include"
+"1300","dyspepsia","cimetidine","a61C. ","A02BA01","include"
+"1301","dyspepsia","cimetidine","a61d. ","A02BA01","include"
+"1302","dyspepsia","cimetidine","a61D. ","A02BA01","include"
+"1303","dyspepsia","cimetidine","a61e. ","A02BA01","include"
+"1304","dyspepsia","cimetidine","a61E. ","A02BA01","include"
+"1305","dyspepsia","cimetidine","a61f. ","A02BA01","include"
+"1306","dyspepsia","cimetidine","a61F. ","A02BA01","include"
+"1307","dyspepsia","cimetidine","a61g. ","A02BA01","include"
+"1308","dyspepsia","cimetidine","a61G. ","A02BA01","include"
+"1309","dyspepsia","cimetidine","a61H. ","A02BA01","include"
+"1310","dyspepsia","cimetidine","a61I. ","A02BA01","include"
+"1311","dyspepsia","cimetidine","a61J. ","A02BA01","include"
+"1312","dyspepsia","cimetidine","a61K. ","A02BA01","include"
+"1313","dyspepsia","cimetidine","a61L. ","A02BA01","include"
+"1314","dyspepsia","cimetidine","a61M. ","A02BA01","include"
+"1315","dyspepsia","cimetidine","a61N. ","A02BA01","include"
+"1316","dyspepsia","cimetidine","a61O. ","A02BA01","include"
+"1317","dyspepsia","cimetidine","a61P. ","A02BA01","include"
+"1318","dyspepsia","cimetidine","a61Q. ","A02BA01","include"
+"1319","dyspepsia","cimetidine","a61R. ","A02BA01","include"
+"1320","dyspepsia","cimetidine","a61S. ","A02BA01","include"
+"1321","dyspepsia","cimetidine","a61u. ","A02BA01","include"
+"1322","dyspepsia","cimetidine","a61v. ","A02BA01","include"
+"1323","dyspepsia","cimetidine","a61w. ","A02BA01","include"
+"1324","dyspepsia","cimetidine","a61x. ","A02BA01","include"
+"1325","dyspepsia","cimetidine","a61y. ","A02BA01","include"
+"1326","dyspepsia","cimetidine","a61z. ","A02BA01","include"
+"1327","dyspepsia","cimetidine, combinations","a61a. ","A02BA51","include"
+"1328","dyspepsia","cimetidine, combinations","a61b. ","A02BA51","include"
+"1329","dyspepsia","cimetidine, combinations","a61s. ","A02BA51","include"
+"1330","dyspepsia","cimetidine, combinations","a61t. ","A02BA51","include"
+"1331","dyspepsia","cimetidine, combinations","a61T. ","A02BA51","include"
+"1332","dyspepsia","cimetidine, combinations","a61U. ","A02BA51","include"
+"1333","dyspepsia","esomeprazole","a6h.. ","A02BC05","include"
+"1334","dyspepsia","esomeprazole","a6h1. ","A02BC05","include"
+"1335","dyspepsia","esomeprazole","a6h2. ","A02BC05","include"
+"1336","dyspepsia","esomeprazole","a6h3. ","A02BC05","include"
+"1337","dyspepsia","esomeprazole","a6h4. ","A02BC05","include"
+"1338","dyspepsia","esomeprazole","a6h5. ","A02BC05","include"
+"1339","dyspepsia","esomeprazole","a6h6. ","A02BC05","include"
+"1340","dyspepsia","esomeprazole","a6hu. ","A02BC05","include"
+"1341","dyspepsia","esomeprazole","a6hv. ","A02BC05","include"
+"1342","dyspepsia","esomeprazole","a6hw. ","A02BC05","include"
+"1343","dyspepsia","esomeprazole","a6hx. ","A02BC05","include"
+"1344","dyspepsia","esomeprazole","a6hy. ","A02BC05","include"
+"1345","dyspepsia","esomeprazole","a6hz. ","A02BC05","include"
+"1346","dyspepsia","famotidine","a24x. ","A02BA03","include"
+"1347","dyspepsia","famotidine","a68.. ","A02BA03","include"
+"1348","dyspepsia","famotidine","a681. ","A02BA03","include"
+"1349","dyspepsia","famotidine","a682. ","A02BA03","include"
+"1350","dyspepsia","famotidine","a683. ","A02BA03","include"
+"1351","dyspepsia","famotidine","a684. ","A02BA03","include"
+"1352","dyspepsia","lansoprazole","a6c.. ","A02BC03","include"
+"1353","dyspepsia","lansoprazole","a6c1. ","A02BC03","include"
+"1354","dyspepsia","lansoprazole","a6c2. ","A02BC03","include"
+"1355","dyspepsia","lansoprazole","a6c3. ","A02BC03","include"
+"1356","dyspepsia","lansoprazole","a6c4. ","A02BC03","include"
+"1357","dyspepsia","lansoprazole","a6c5. ","A02BC03","include"
+"1358","dyspepsia","lansoprazole","a6c6. ","A02BC03","include"
+"1359","dyspepsia","lansoprazole","a6c7. ","A02BC03","include"
+"1360","dyspepsia","lansoprazole","a6c8. ","A02BC03","include"
+"1361","dyspepsia","lansoprazole","a6c9. ","A02BC03","include"
+"1362","dyspepsia","lansoprazole","a6cA. ","A02BC03","include"
+"1363","dyspepsia","misoprostol","a6a.. ","A02BB01","include"
+"1364","dyspepsia","misoprostol","a6a1. ","A02BB01","include"
+"1365","dyspepsia","misoprostol","a6a2. ","A02BB01","include"
+"1366","dyspepsia","nizatidine","a69.. ","A02BA04","include"
+"1367","dyspepsia","nizatidine","a691. ","A02BA04","include"
+"1368","dyspepsia","nizatidine","a692. ","A02BA04","include"
+"1369","dyspepsia","nizatidine","a693. ","A02BA04","include"
+"1370","dyspepsia","nizatidine","a694. ","A02BA04","include"
+"1371","dyspepsia","nizatidine","a695. ","A02BA04","include"
+"1372","dyspepsia","nizatidine","a696. ","A02BA04","include"
+"1373","dyspepsia","nizatidine","a697. ","A02BA04","include"
+"1374","dyspepsia","nizatidine","a698. ","A02BA04","include"
+"1375","dyspepsia","omeprazole","a6b.. ","A02BC01","include"
+"1376","dyspepsia","omeprazole","a6b1. ","A02BC01","include"
+"1377","dyspepsia","omeprazole","a6b2. ","A02BC01","include"
+"1378","dyspepsia","omeprazole","a6b3. ","A02BC01","include"
+"1379","dyspepsia","omeprazole","a6b4. ","A02BC01","include"
+"1380","dyspepsia","omeprazole","a6b5. ","A02BC01","include"
+"1381","dyspepsia","omeprazole","a6b6. ","A02BC01","include"
+"1382","dyspepsia","omeprazole","a6b7. ","A02BC01","include"
+"1383","dyspepsia","omeprazole","a6b8. ","A02BC01","include"
+"1384","dyspepsia","omeprazole","a6b9. ","A02BC01","include"
+"1385","dyspepsia","omeprazole","a6bA. ","A02BC01","include"
+"1386","dyspepsia","omeprazole","a6bB. ","A02BC01","include"
+"1387","dyspepsia","omeprazole","a6bC. ","A02BC01","include"
+"1388","dyspepsia","omeprazole","a6bD. ","A02BC01","include"
+"1389","dyspepsia","omeprazole","a6bE. ","A02BC01","include"
+"1390","dyspepsia","omeprazole","a6bF. ","A02BC01","include"
+"1391","dyspepsia","omeprazole","a6bG. ","A02BC01","include"
+"1392","dyspepsia","omeprazole","a6bH. ","A02BC01","include"
+"1393","dyspepsia","omeprazole","a6bI. ","A02BC01","include"
+"1394","dyspepsia","omeprazole","a6bJ. ","A02BC01","include"
+"1395","dyspepsia","omeprazole","a6bK. ","A02BC01","include"
+"1396","dyspepsia","omeprazole","a6bL. ","A02BC01","include"
+"1397","dyspepsia","omeprazole","a6bM. ","A02BC01","include"
+"1398","dyspepsia","omeprazole","a6bN. ","A02BC01","include"
+"1399","dyspepsia","omeprazole","a6bO. ","A02BC01","include"
+"1400","dyspepsia","omeprazole","a6bP. ","A02BC01","include"
+"1401","dyspepsia","omeprazole","a6bQ. ","A02BC01","include"
+"1402","dyspepsia","omeprazole","a6bR. ","A02BC01","include"
+"1403","dyspepsia","omeprazole","a6bS. ","A02BC01","include"
+"1404","dyspepsia","omeprazole","a6bu. ","A02BC01","include"
+"1405","dyspepsia","omeprazole","a6bv. ","A02BC01","include"
+"1406","dyspepsia","omeprazole","a6bw. ","A02BC01","include"
+"1407","dyspepsia","omeprazole","a6bx. ","A02BC01","include"
+"1408","dyspepsia","omeprazole","a6by. ","A02BC01","include"
+"1409","dyspepsia","omeprazole","a6bz. ","A02BC01","include"
+"1410","dyspepsia","pantoprazole","a6e.. ","A02BC02","include"
+"1411","dyspepsia","pantoprazole","a6e1. ","A02BC02","include"
+"1412","dyspepsia","pantoprazole","a6e2. ","A02BC02","include"
+"1413","dyspepsia","pantoprazole","a6e3. ","A02BC02","include"
+"1414","dyspepsia","pantoprazole","a6e4. ","A02BC02","include"
+"1415","dyspepsia","pantoprazole","a6e5. ","A02BC02","include"
+"1416","dyspepsia","pantoprazole","a6e6. ","A02BC02","include"
+"1417","dyspepsia","pantoprazole","a6e7. ","A02BC02","include"
+"1418","dyspepsia","pirenzepine","a63.. ","A02BX03","include"
+"1419","dyspepsia","pirenzepine","a631. ","A02BX03","include"
+"1420","dyspepsia","pirenzepine","a63z. ","A02BX03","include"
+"1421","dyspepsia","rabeprazole","a6f.. ","A02BC04","include"
+"1422","dyspepsia","rabeprazole","a6f1. ","A02BC04","include"
+"1423","dyspepsia","rabeprazole","a6f2. ","A02BC04","include"
+"1424","dyspepsia","rabeprazole","a6f3. ","A02BC04","include"
+"1425","dyspepsia","rabeprazole","a6f4. ","A02BC04","include"
+"1426","dyspepsia","ranitidine","a62.. ","A02BA02","include"
+"1427","dyspepsia","ranitidine","a621. ","A02BA02","include"
+"1428","dyspepsia","ranitidine","a622. ","A02BA02","include"
+"1429","dyspepsia","ranitidine","a623. ","A02BA02","include"
+"1430","dyspepsia","ranitidine","a624. ","A02BA02","include"
+"1431","dyspepsia","ranitidine","a625. ","A02BA02","include"
+"1432","dyspepsia","ranitidine","a626. ","A02BA02","include"
+"1433","dyspepsia","ranitidine","a627. ","A02BA02","include"
+"1434","dyspepsia","ranitidine","a628. ","A02BA02","include"
+"1435","dyspepsia","ranitidine","a629. ","A02BA02","include"
+"1436","dyspepsia","ranitidine","a62A. ","A02BA02","include"
+"1437","dyspepsia","ranitidine","a62B. ","A02BA02","include"
+"1438","dyspepsia","ranitidine","a62C. ","A02BA02","include"
+"1439","dyspepsia","ranitidine","a62D. ","A02BA02","include"
+"1440","dyspepsia","ranitidine","a62E. ","A02BA02","include"
+"1441","dyspepsia","ranitidine","a62F. ","A02BA02","include"
+"1442","dyspepsia","ranitidine","a62G. ","A02BA02","include"
+"1443","dyspepsia","ranitidine","a62H. ","A02BA02","include"
+"1444","dyspepsia","ranitidine","a62I. ","A02BA02","include"
+"1445","dyspepsia","ranitidine","a62J. ","A02BA02","include"
+"1446","dyspepsia","ranitidine","a62K. ","A02BA02","include"
+"1447","dyspepsia","ranitidine","a62L. ","A02BA02","include"
+"1448","dyspepsia","ranitidine","a62M. ","A02BA02","include"
+"1449","dyspepsia","ranitidine","a62N. ","A02BA02","include"
+"1450","dyspepsia","ranitidine","a62O. ","A02BA02","include"
+"1451","dyspepsia","ranitidine","a62P. ","A02BA02","include"
+"1452","dyspepsia","ranitidine","a62Q. ","A02BA02","include"
+"1453","dyspepsia","ranitidine","a62u. ","A02BA02","include"
+"1454","dyspepsia","ranitidine","a62v. ","A02BA02","include"
+"1455","dyspepsia","ranitidine","a62w. ","A02BA02","include"
+"1456","dyspepsia","ranitidine","a62x. ","A02BA02","include"
+"1457","dyspepsia","ranitidine","a62y. ","A02BA02","include"
+"1458","dyspepsia","ranitidine","a62z. ","A02BA02","include"
+"1459","dyspepsia","ranitidine bismuth citrate","a6d.. ","A02BA07","include"
+"1460","dyspepsia","ranitidine bismuth citrate","a6d1. ","A02BA07","include"
+"1461","dyspepsia","ranitidine bismuth citrate","a6d2. ","A02BA07","include"
+"1462","dyspepsia","sucralfate","a65.. ","A02BX02","include"
+"1463","dyspepsia","sucralfate","a651. ","A02BX02","include"
+"1464","dyspepsia","sucralfate","a652. ","A02BX02","include"
+"1465","dyspepsia","sucralfate","a65y. ","A02BX02","include"
+"1466","dyspepsia","sucralfate","a65z. ","A02BX02","include"
+"1467","epilepsy"," ","dnc.. ","N03AE","include"
+"1468","epilepsy"," ","dnc1. ","N03AE","include"
+"1469","epilepsy"," ","do... ","N03A","include"
+"1470","epilepsy"," ","do1.. ","N03AE","include"
+"1471","epilepsy"," ","do11. ","N03AE","include"
+"1472","epilepsy"," ","do12. ","N03AE","include"
+"1473","epilepsy"," ","do14. ","N03AE","include"
+"1474","epilepsy"," ","do15. ","N03AE","include"
+"1475","epilepsy"," ","do16. ","N03AE","include"
+"1476","epilepsy"," ","do18. ","N03AE","include"
+"1477","epilepsy"," ","do19. ","N03AE","include"
+"1478","epilepsy"," ","do1A. ","N03AE","include"
+"1479","epilepsy"," ","do1B. ","N03AE","include"
+"1480","epilepsy"," ","do1t. ","N03AE","include"
+"1481","epilepsy"," ","do1u. ","N03AE","include"
+"1482","epilepsy"," ","do1v. ","N03AE","include"
+"1483","epilepsy"," ","do1w. ","N03AE","include"
+"1484","epilepsy"," ","do1x. ","N03AE","include"
+"1485","epilepsy"," ","do1y. ","N03AE","include"
+"1486","epilepsy","beclamide","dn2.. ","N03AX30","include"
+"1487","epilepsy","beclamide","dn21. ","N03AX30","include"
+"1488","epilepsy","beclamide","dn2z. ","N03AX30","include"
+"1489","epilepsy","brivaracetam","dnx.. ","N03AX23","include"
+"1490","epilepsy","brivaracetam","dnx2. ","N03AX23","include"
+"1491","epilepsy","brivaracetam","dnx4. ","N03AX23","include"
+"1492","epilepsy","brivaracetam","dnx6. ","N03AX23","include"
+"1493","epilepsy","brivaracetam","dnx8. ","N03AX23","include"
+"1494","epilepsy","brivaracetam","dnxA. ","N03AX23","include"
+"1495","epilepsy","brivaracetam","dnxC. ","N03AX23","include"
+"1496","epilepsy","brivaracetam","dnxE. ","N03AX23","include"
+"1497","epilepsy","carbamazepine","dn3.. ","N03AF01","include"
+"1498","epilepsy","carbamazepine","dn31. ","N03AF01","include"
+"1499","epilepsy","carbamazepine","dn32. ","N03AF01","include"
+"1500","epilepsy","carbamazepine","dn33. ","N03AF01","include"
+"1501","epilepsy","carbamazepine","dn34. ","N03AF01","include"
+"1502","epilepsy","carbamazepine","dn35. ","N03AF01","include"
+"1503","epilepsy","carbamazepine","dn36. ","N03AF01","include"
+"1504","epilepsy","carbamazepine","dn37. ","N03AF01","include"
+"1505","epilepsy","carbamazepine","dn38. ","N03AF01","include"
+"1506","epilepsy","carbamazepine","dn39. ","N03AF01","include"
+"1507","epilepsy","carbamazepine","dn3a. ","N03AF01","include"
+"1508","epilepsy","carbamazepine","dn3A. ","N03AF01","include"
+"1509","epilepsy","carbamazepine","dn3b. ","N03AF01","include"
+"1510","epilepsy","carbamazepine","dn3B. ","N03AF01","include"
+"1511","epilepsy","carbamazepine","dn3c. ","N03AF01","include"
+"1512","epilepsy","carbamazepine","dn3C. ","N03AF01","include"
+"1513","epilepsy","carbamazepine","dn3d. ","N03AF01","include"
+"1514","epilepsy","carbamazepine","dn3D. ","N03AF01","include"
+"1515","epilepsy","carbamazepine","dn3e. ","N03AF01","include"
+"1516","epilepsy","carbamazepine","dn3E. ","N03AF01","include"
+"1517","epilepsy","carbamazepine","dn3f. ","N03AF01","include"
+"1518","epilepsy","carbamazepine","dn3F. ","N03AF01","include"
+"1519","epilepsy","carbamazepine","dn3G. ","N03AF01","include"
+"1520","epilepsy","carbamazepine","dn3H. ","N03AF01","include"
+"1521","epilepsy","carbamazepine","dn3I. ","N03AF01","include"
+"1522","epilepsy","carbamazepine","dn3J. ","N03AF01","include"
+"1523","epilepsy","carbamazepine","dn3K. ","N03AF01","include"
+"1524","epilepsy","carbamazepine","dn3v. ","N03AF01","include"
+"1525","epilepsy","carbamazepine","dn3w. ","N03AF01","include"
+"1526","epilepsy","carbamazepine","dn3x. ","N03AF01","include"
+"1527","epilepsy","carbamazepine","dn3y. ","N03AF01","include"
+"1528","epilepsy","carbamazepine","dn3z. ","N03AF01","include"
+"1529","epilepsy","clonazepam","dn4.. ","N03AE01","include"
+"1530","epilepsy","clonazepam","dn41. ","N03AE01","include"
+"1531","epilepsy","clonazepam","dn42. ","N03AE01","include"
+"1532","epilepsy","clonazepam","dn4w. ","N03AE01","include"
+"1533","epilepsy","clonazepam","dn4x. ","N03AE01","include"
+"1534","epilepsy","clonazepam","dn4y. ","N03AE01","include"
+"1535","epilepsy","clonazepam","dn4z. ","N03AE01","include"
+"1536","epilepsy","clonazepam","do2.. ","N03AE01","include"
+"1537","epilepsy","clonazepam","do21. ","N03AE01","include"
+"1538","epilepsy","clonazepam","do2z. ","N03AE01","include"
+"1539","epilepsy","eslicarbazepine","dnu.. ","N03AF04","include"
+"1540","epilepsy","eslicarbazepine","dnu1. ","N03AF04","include"
+"1541","epilepsy","eslicarbazepine","dnu2. ","N03AF04","include"
+"1542","epilepsy","ethosuximide","dn5.. ","N03AD01","include"
+"1543","epilepsy","ethosuximide","dn53. ","N03AD01","include"
+"1544","epilepsy","ethosuximide","dn54. ","N03AD01","include"
+"1545","epilepsy","ethosuximide","dn55. ","N03AD01","include"
+"1546","epilepsy","ethosuximide","dn56. ","N03AD01","include"
+"1547","epilepsy","ethosuximide","dn5x. ","N03AD01","include"
+"1548","epilepsy","ethosuximide","dn5y. ","N03AD01","include"
+"1549","epilepsy","ethosuximide","dn5z. ","N03AD01","include"
+"1550","epilepsy","fosphenytoin","dni.. ","N03AB05","include"
+"1551","epilepsy","fosphenytoin","dni1. ","N03AB05","include"
+"1552","epilepsy","fosphenytoin","dni2. ","N03AB05","include"
+"1553","epilepsy","gabapentin","dnj.. ","N03AX12","include"
+"1554","epilepsy","gabapentin","dnj1. ","N03AX12","include"
+"1555","epilepsy","gabapentin","dnj2. ","N03AX12","include"
+"1556","epilepsy","gabapentin","dnj3. ","N03AX12","include"
+"1557","epilepsy","gabapentin","dnj4. ","N03AX12","include"
+"1558","epilepsy","gabapentin","dnj5. ","N03AX12","include"
+"1559","epilepsy","gabapentin","dnj6. ","N03AX12","include"
+"1560","epilepsy","gabapentin","dnj7. ","N03AX12","include"
+"1561","epilepsy","gabapentin","dnj8. ","N03AX12","include"
+"1562","epilepsy","gabapentin","dnj9. ","N03AX12","include"
+"1563","epilepsy","gabapentin","dnjA. ","N03AX12","include"
+"1564","epilepsy","gabapentin","dnjx. ","N03AX12","include"
+"1565","epilepsy","gabapentin","dnjy. ","N03AX12","include"
+"1566","epilepsy","gabapentin","dnjz. ","N03AX12","include"
+"1567","epilepsy","lacosamide","dnt.. ","N03AX18","include"
+"1568","epilepsy","lacosamide","dnt1. ","N03AX18","include"
+"1569","epilepsy","lacosamide","dnt2. ","N03AX18","include"
+"1570","epilepsy","lacosamide","dnt3. ","N03AX18","include"
+"1571","epilepsy","lacosamide","dnt4. ","N03AX18","include"
+"1572","epilepsy","lacosamide","dnt5. ","N03AX18","include"
+"1573","epilepsy","lacosamide","dnt6. ","N03AX18","include"
+"1574","epilepsy","lacosamide","dnt7. ","N03AX18","include"
+"1575","epilepsy","lacosamide","dnt8. ","N03AX18","include"
+"1576","epilepsy","lacosamide","dnt9. ","N03AX18","include"
+"1577","epilepsy","lacosamide","dntA. ","N03AX18","include"
+"1578","epilepsy","lacosamide","dntB. ","N03AX18","include"
+"1579","epilepsy","lacosamide","dntC. ","N03AX18","include"
+"1580","epilepsy","lacosamide","dntD. ","N03AX18","include"
+"1581","epilepsy","lacosamide","dntE. ","N03AX18","include"
+"1582","epilepsy","lamotrigine","dnf.. ","N03AX09","include"
+"1583","epilepsy","lamotrigine","dnf1. ","N03AX09","include"
+"1584","epilepsy","lamotrigine","dnf2. ","N03AX09","include"
+"1585","epilepsy","lamotrigine","dnf3. ","N03AX09","include"
+"1586","epilepsy","lamotrigine","dnf4. ","N03AX09","include"
+"1587","epilepsy","lamotrigine","dnf5. ","N03AX09","include"
+"1588","epilepsy","lamotrigine","dnf6. ","N03AX09","include"
+"1589","epilepsy","lamotrigine","dnf7. ","N03AX09","include"
+"1590","epilepsy","lamotrigine","dnf8. ","N03AX09","include"
+"1591","epilepsy","lamotrigine","dnf9. ","N03AX09","include"
+"1592","epilepsy","lamotrigine","dnfA. ","N03AX09","include"
+"1593","epilepsy","lamotrigine","dnfB. ","N03AX09","include"
+"1594","epilepsy","lamotrigine","dnfC. ","N03AX09","include"
+"1595","epilepsy","lamotrigine","dnfD. ","N03AX09","include"
+"1596","epilepsy","lamotrigine","dnfE. ","N03AX09","include"
+"1597","epilepsy","lamotrigine","dnfF. ","N03AX09","include"
+"1598","epilepsy","lamotrigine","dnfG. ","N03AX09","include"
+"1599","epilepsy","lamotrigine","dnfH. ","N03AX09","include"
+"1600","epilepsy","lamotrigine","dnfJ. ","N03AX09","include"
+"1601","epilepsy","lamotrigine","dnfz. ","N03AX09","include"
+"1602","epilepsy","levetiracetam","dno.. ","N03AX14","include"
+"1603","epilepsy","levetiracetam","dno1. ","N03AX14","include"
+"1604","epilepsy","levetiracetam","dno2. ","N03AX14","include"
+"1605","epilepsy","levetiracetam","dno3. ","N03AX14","include"
+"1606","epilepsy","levetiracetam","dno4. ","N03AX14","include"
+"1607","epilepsy","levetiracetam","dno5. ","N03AX14","include"
+"1608","epilepsy","levetiracetam","dno6. ","N03AX14","include"
+"1609","epilepsy","levetiracetam","dno7. ","N03AX14","include"
+"1610","epilepsy","levetiracetam","dno8. ","N03AX14","include"
+"1611","epilepsy","levetiracetam","dno9. ","N03AX14","include"
+"1612","epilepsy","levetiracetam","dnor. ","N03AX14","include"
+"1613","epilepsy","levetiracetam","dnos. ","N03AX14","include"
+"1614","epilepsy","levetiracetam","dnot. ","N03AX14","include"
+"1615","epilepsy","levetiracetam","dnou. ","N03AX14","include"
+"1616","epilepsy","levetiracetam","dnov. ","N03AX14","include"
+"1617","epilepsy","levetiracetam","dnow. ","N03AX14","include"
+"1618","epilepsy","levetiracetam","dnox. ","N03AX14","include"
+"1619","epilepsy","levetiracetam","dnoy. ","N03AX14","include"
+"1620","epilepsy","levetiracetam","dnoz. ","N03AX14","include"
+"1621","epilepsy","methylphenobarbital","dn6.. ","N03AA01","include"
+"1622","epilepsy","methylphenobarbital","dn61. ","N03AA01","include"
+"1623","epilepsy","methylphenobarbital","dn62. ","N03AA01","include"
+"1624","epilepsy","methylphenobarbital","dn63. ","N03AA01","include"
+"1625","epilepsy","methylphenobarbital","dn6x. ","N03AA01","include"
+"1626","epilepsy","methylphenobarbital","dn6y. ","N03AA01","include"
+"1627","epilepsy","methylphenobarbital","dn6z. ","N03AA01","include"
+"1628","epilepsy","oxcarbazepine","dnm.. ","N03AF02","include"
+"1629","epilepsy","oxcarbazepine","dnm1. ","N03AF02","include"
+"1630","epilepsy","oxcarbazepine","dnm2. ","N03AF02","include"
+"1631","epilepsy","oxcarbazepine","dnm3. ","N03AF02","include"
+"1632","epilepsy","oxcarbazepine","dnm4. ","N03AF02","include"
+"1633","epilepsy","oxcarbazepine","dnmw. ","N03AF02","include"
+"1634","epilepsy","oxcarbazepine","dnmx. ","N03AF02","include"
+"1635","epilepsy","oxcarbazepine","dnmy. ","N03AF02","include"
+"1636","epilepsy","oxcarbazepine","dnmz. ","N03AF02","include"
+"1637","epilepsy","perampanel","dnw.. ","N03AX22","include"
+"1638","epilepsy","perampanel","dnw1. ","N03AX22","include"
+"1639","epilepsy","perampanel","dnw2. ","N03AX22","include"
+"1640","epilepsy","perampanel","dnw3. ","N03AX22","include"
+"1641","epilepsy","perampanel","dnw4. ","N03AX22","include"
+"1642","epilepsy","perampanel","dnw5. ","N03AX22","include"
+"1643","epilepsy","perampanel","dnw6. ","N03AX22","include"
+"1644","epilepsy","perampanel","dnwu. ","N03AX22","include"
+"1645","epilepsy","perampanel","dnwv. ","N03AX22","include"
+"1646","epilepsy","perampanel","dnww. ","N03AX22","include"
+"1647","epilepsy","perampanel","dnwx. ","N03AX22","include"
+"1648","epilepsy","perampanel","dnwy. ","N03AX22","include"
+"1649","epilepsy","perampanel","dnwz. ","N03AX22","include"
+"1650","epilepsy","phenobarbital","dn7.. ","N03AA02","include"
+"1651","epilepsy","phenobarbital","dn71. ","N03AA02","include"
+"1652","epilepsy","phenobarbital","dn72. ","N03AA02","include"
+"1653","epilepsy","phenobarbital","dn73. ","N03AA02","include"
+"1654","epilepsy","phenobarbital","dn74. ","N03AA02","include"
+"1655","epilepsy","phenobarbital","dn75. ","N03AA02","include"
+"1656","epilepsy","phenobarbital","dn76. ","N03AA02","include"
+"1657","epilepsy","phenobarbital","dn77. ","N03AA02","include"
+"1658","epilepsy","phenobarbital","dn78. ","N03AA02","include"
+"1659","epilepsy","phenobarbital","dn79. ","N03AA02","include"
+"1660","epilepsy","phenobarbital","dn7a. ","N03AA02","include"
+"1661","epilepsy","phenobarbital","dn7b. ","N03AA02","include"
+"1662","epilepsy","phenobarbital","dn7c. ","N03AA02","include"
+"1663","epilepsy","phenobarbital","dn7d. ","N03AA02","include"
+"1664","epilepsy","phenytoin","bc6.. ","N03AB02","include"
+"1665","epilepsy","phenytoin","bc61. ","N03AB02","include"
+"1666","epilepsy","phenytoin","bc62. ","N03AB02","include"
+"1667","epilepsy","phenytoin","dn8.. ","N03AB02","include"
+"1668","epilepsy","phenytoin","dn81. ","N03AB02","include"
+"1669","epilepsy","phenytoin","dn82. ","N03AB02","include"
+"1670","epilepsy","phenytoin","dn83. ","N03AB02","include"
+"1671","epilepsy","phenytoin","dn8y. ","N03AB02","include"
+"1672","epilepsy","phenytoin","dn8z. ","N03AB02","include"
+"1673","epilepsy","phenytoin","dn9.. ","N03AB02","include"
+"1674","epilepsy","phenytoin","dn91. ","N03AB02","include"
+"1675","epilepsy","phenytoin","dn92. ","N03AB02","include"
+"1676","epilepsy","phenytoin","dn93. ","N03AB02","include"
+"1677","epilepsy","phenytoin","dn94. ","N03AB02","include"
+"1678","epilepsy","phenytoin","dn95. ","N03AB02","include"
+"1679","epilepsy","phenytoin","dn96. ","N03AB02","include"
+"1680","epilepsy","phenytoin","dn97. ","N03AB02","include"
+"1681","epilepsy","phenytoin","dn98. ","N03AB02","include"
+"1682","epilepsy","phenytoin","dn9w. ","N03AB02","include"
+"1683","epilepsy","phenytoin","dn9x. ","N03AB02","include"
+"1684","epilepsy","phenytoin","dn9y. ","N03AB02","include"
+"1685","epilepsy","phenytoin","dn9z. ","N03AB02","include"
+"1686","epilepsy","phenytoin","do6.. ","N03AB02","include"
+"1687","epilepsy","phenytoin","do61. ","N03AB02","include"
+"1688","epilepsy","phenytoin","do6z. ","N03AB02","include"
+"1689","epilepsy","pregabalin","dnp.. ","N03AX16","include"
+"1690","epilepsy","pregabalin","dnp1. ","N03AX16","include"
+"1691","epilepsy","pregabalin","dnp2. ","N03AX16","include"
+"1692","epilepsy","pregabalin","dnp3. ","N03AX16","include"
+"1693","epilepsy","pregabalin","dnp4. ","N03AX16","include"
+"1694","epilepsy","pregabalin","dnp5. ","N03AX16","include"
+"1695","epilepsy","pregabalin","dnp6. ","N03AX16","include"
+"1696","epilepsy","pregabalin","dnp7. ","N03AX16","include"
+"1697","epilepsy","pregabalin","dnp8. ","N03AX16","include"
+"1698","epilepsy","pregabalin","dnp9. ","N03AX16","include"
+"1699","epilepsy","pregabalin","dnpr. ","N03AX16","include"
+"1700","epilepsy","pregabalin","dnps. ","N03AX16","include"
+"1701","epilepsy","pregabalin","dnpt. ","N03AX16","include"
+"1702","epilepsy","pregabalin","dnpu. ","N03AX16","include"
+"1703","epilepsy","pregabalin","dnpv. ","N03AX16","include"
+"1704","epilepsy","pregabalin","dnpw. ","N03AX16","include"
+"1705","epilepsy","pregabalin","dnpx. ","N03AX16","include"
+"1706","epilepsy","pregabalin","dnpy. ","N03AX16","include"
+"1707","epilepsy","pregabalin","dnpz. ","N03AX16","include"
+"1708","epilepsy","primidone","dna.. ","N03AA03","include"
+"1709","epilepsy","primidone","dna1. ","N03AA03","include"
+"1710","epilepsy","primidone","dna2. ","N03AA03","include"
+"1711","epilepsy","primidone","dna3. ","N03AA03","include"
+"1712","epilepsy","primidone","dnax. ","N03AA03","include"
+"1713","epilepsy","primidone","dnay. ","N03AA03","include"
+"1714","epilepsy","primidone","dnaz. ","N03AA03","include"
+"1715","epilepsy","retigabine","dnv.. ","N03AX21","include"
+"1716","epilepsy","retigabine","dnv1. ","N03AX21","include"
+"1717","epilepsy","retigabine","dnv2. ","N03AX21","include"
+"1718","epilepsy","retigabine","dnv3. ","N03AX21","include"
+"1719","epilepsy","retigabine","dnv4. ","N03AX21","include"
+"1720","epilepsy","retigabine","dnv5. ","N03AX21","include"
+"1721","epilepsy","retigabine","dnv6. ","N03AX21","include"
+"1722","epilepsy","retigabine","dnv7. ","N03AX21","include"
+"1723","epilepsy","retigabine","dnv8. ","N03AX21","include"
+"1724","epilepsy","retigabine","dnv9. ","N03AX21","include"
+"1725","epilepsy","retigabine","dnvA. ","N03AX21","include"
+"1726","epilepsy","retigabine","dnvB. ","N03AX21","include"
+"1727","epilepsy","retigabine","dnvC. ","N03AX21","include"
+"1728","epilepsy","rufinamide","dnr.. ","N03AF03","include"
+"1729","epilepsy","rufinamide","dnr1. ","N03AF03","include"
+"1730","epilepsy","rufinamide","dnr2. ","N03AF03","include"
+"1731","epilepsy","rufinamide","dnr3. ","N03AF03","include"
+"1732","epilepsy","rufinamide","dnr4. ","N03AF03","include"
+"1733","epilepsy","rufinamide","dnrw. ","N03AF03","include"
+"1734","epilepsy","rufinamide","dnrx. ","N03AF03","include"
+"1735","epilepsy","rufinamide","dnry. ","N03AF03","include"
+"1736","epilepsy","rufinamide","dnrz. ","N03AF03","include"
+"1737","epilepsy","stiripentol","dns.. ","N03AX17","include"
+"1738","epilepsy","stiripentol","dns1. ","N03AX17","include"
+"1739","epilepsy","stiripentol","dns2. ","N03AX17","include"
+"1740","epilepsy","stiripentol","dns3. ","N03AX17","include"
+"1741","epilepsy","stiripentol","dns4. ","N03AX17","include"
+"1742","epilepsy","stiripentol","dnsw. ","N03AX17","include"
+"1743","epilepsy","stiripentol","dnsx. ","N03AX17","include"
+"1744","epilepsy","stiripentol","dnsy. ","N03AX17","include"
+"1745","epilepsy","stiripentol","dnsz. ","N03AX17","include"
+"1746","epilepsy","tiagabine","dnl.. ","N03AG06","include"
+"1747","epilepsy","tiagabine","dnl1. ","N03AG06","include"
+"1748","epilepsy","tiagabine","dnl2. ","N03AG06","include"
+"1749","epilepsy","tiagabine","dnl3. ","N03AG06","include"
+"1750","epilepsy","tiagabine","dnl4. ","N03AG06","include"
+"1751","epilepsy","tiagabine","dnl5. ","N03AG06","include"
+"1752","epilepsy","tiagabine","dnl6. ","N03AG06","include"
+"1753","epilepsy","topiramate","dnk.. ","N03AX11","include"
+"1754","epilepsy","topiramate","dnk1. ","N03AX11","include"
+"1755","epilepsy","topiramate","dnk2. ","N03AX11","include"
+"1756","epilepsy","topiramate","dnk3. ","N03AX11","include"
+"1757","epilepsy","topiramate","dnk4. ","N03AX11","include"
+"1758","epilepsy","topiramate","dnk5. ","N03AX11","include"
+"1759","epilepsy","topiramate","dnk6. ","N03AX11","include"
+"1760","epilepsy","topiramate","dnk7. ","N03AX11","include"
+"1761","epilepsy","topiramate","dnk8. ","N03AX11","include"
+"1762","epilepsy","topiramate","dnk9. ","N03AX11","include"
+"1763","epilepsy","topiramate","dnkA. ","N03AX11","include"
+"1764","epilepsy","topiramate","dnkB. ","N03AX11","include"
+"1765","epilepsy","topiramate","dnkC. ","N03AX11","include"
+"1766","epilepsy","topiramate","dnkD. ","N03AX11","include"
+"1767","epilepsy","topiramate","dnkE. ","N03AX11","include"
+"1768","epilepsy","valproic acid","dnb.. ","N03AG01","include"
+"1769","epilepsy","valproic acid","dnb1. ","N03AG01","include"
+"1770","epilepsy","valproic acid","dnb2. ","N03AG01","include"
+"1771","epilepsy","valproic acid","dnb3. ","N03AG01","include"
+"1772","epilepsy","valproic acid","dnb4. ","N03AG01","include"
+"1773","epilepsy","valproic acid","dnb5. ","N03AG01","include"
+"1774","epilepsy","valproic acid","dnb6. ","N03AG01","include"
+"1775","epilepsy","valproic acid","dnb7. ","N03AG01","include"
+"1776","epilepsy","valproic acid","dnb8. ","N03AG01","include"
+"1777","epilepsy","valproic acid","dnb9. ","N03AG01","include"
+"1778","epilepsy","valproic acid","dnba. ","N03AG01","include"
+"1779","epilepsy","valproic acid","dnbA. ","N03AG01","include"
+"1780","epilepsy","valproic acid","dnbb. ","N03AG01","include"
+"1781","epilepsy","valproic acid","dnbB. ","N03AG01","include"
+"1782","epilepsy","valproic acid","dnbc. ","N03AG01","include"
+"1783","epilepsy","valproic acid","dnbC. ","N03AG01","include"
+"1784","epilepsy","valproic acid","dnbd. ","N03AG01","include"
+"1785","epilepsy","valproic acid","dnbD. ","N03AG01","include"
+"1786","epilepsy","valproic acid","dnbe. ","N03AG01","include"
+"1787","epilepsy","valproic acid","dnbE. ","N03AG01","include"
+"1788","epilepsy","valproic acid","dnbF. ","N03AG01","include"
+"1789","epilepsy","valproic acid","dnbG. ","N03AG01","include"
+"1790","epilepsy","valproic acid","dnbH. ","N03AG01","include"
+"1791","epilepsy","valproic acid","dnbI. ","N03AG01","include"
+"1792","epilepsy","valproic acid","dnbJ. ","N03AG01","include"
+"1793","epilepsy","valproic acid","dnbK. ","N03AG01","include"
+"1794","epilepsy","valproic acid","dnbL. ","N03AG01","include"
+"1795","epilepsy","valproic acid","dnbM. ","N03AG01","include"
+"1796","epilepsy","valproic acid","dnbn. ","N03AG01","include"
+"1797","epilepsy","valproic acid","dnbN. ","N03AG01","include"
+"1798","epilepsy","valproic acid","dnbo. ","N03AG01","include"
+"1799","epilepsy","valproic acid","dnbO. ","N03AG01","include"
+"1800","epilepsy","valproic acid","dnbp. ","N03AG01","include"
+"1801","epilepsy","valproic acid","dnbP. ","N03AG01","include"
+"1802","epilepsy","valproic acid","dnbq. ","N03AG01","include"
+"1803","epilepsy","valproic acid","dnbQ. ","N03AG01","include"
+"1804","epilepsy","valproic acid","dnbr. ","N03AG01","include"
+"1805","epilepsy","valproic acid","dnbR. ","N03AG01","include"
+"1806","epilepsy","valproic acid","dnbs. ","N03AG01","include"
+"1807","epilepsy","valproic acid","dnbS. ","N03AG01","include"
+"1808","epilepsy","valproic acid","dnbt. ","N03AG01","include"
+"1809","epilepsy","valproic acid","dnbT. ","N03AG01","include"
+"1810","epilepsy","valproic acid","dnbu. ","N03AG01","include"
+"1811","epilepsy","valproic acid","dnbU. ","N03AG01","include"
+"1812","epilepsy","valproic acid","dnbv. ","N03AG01","include"
+"1813","epilepsy","valproic acid","dnbw. ","N03AG01","include"
+"1814","epilepsy","valproic acid","dnbx. ","N03AG01","include"
+"1815","epilepsy","valproic acid","dnby. ","N03AG01","include"
+"1816","epilepsy","valproic acid","dnbz. ","N03AG01","include"
+"1817","epilepsy","valproic acid","dnh.. ","N03AG01","include"
+"1818","epilepsy","valproic acid","dnh1. ","N03AG01","include"
+"1819","epilepsy","valproic acid","dnh2. ","N03AG01","include"
+"1820","epilepsy","valproic acid","dnh3. ","N03AG01","include"
+"1821","epilepsy","valproic acid","dnh4. ","N03AG01","include"
+"1822","epilepsy","valproic acid","dnh5. ","N03AG01","include"
+"1823","epilepsy","valproic acid","dnh6. ","N03AG01","include"
+"1824","epilepsy","valproic acid","dnh7. ","N03AG01","include"
+"1825","epilepsy","valproic acid","dnh8. ","N03AG01","include"
+"1826","epilepsy","valproic acid","dnhy. ","N03AG01","include"
+"1827","epilepsy","valproic acid","dnhz. ","N03AG01","include"
+"1828","epilepsy","vigabatrin","dne.. ","N03AG04","include"
+"1829","epilepsy","vigabatrin","dne1. ","N03AG04","include"
+"1830","epilepsy","vigabatrin","dne2. ","N03AG04","include"
+"1831","epilepsy","vigabatrin","dne3. ","N03AG04","include"
+"1832","epilepsy","vigabatrin","dne4. ","N03AG04","include"
+"1833","epilepsy","zonisamide","dnq.. ","N03AX15","include"
+"1834","epilepsy","zonisamide","dnq1. ","N03AX15","include"
+"1835","epilepsy","zonisamide","dnq2. ","N03AX15","include"
+"1836","epilepsy","zonisamide","dnq3. ","N03AX15","include"
+"1837","epilepsy","zonisamide","dnq4. ","N03AX15","include"
+"1838","epilepsy","zonisamide","dnq5. ","N03AX15","include"
+"1839","epilepsy","zonisamide","dnq6. ","N03AX15","include"
+"1840","ibs"," ","a45.. ","A03AX","include"
+"1841","ibs"," ","a453. ","A03AX","include"
+"1842","ibs"," ","a454. ","A03AX","include"
+"1843","ibs"," ","a455. ","A03AX","include"
+"1844","ibs"," ","a45x. ","A03AX","include"
+"1845","ibs"," ","a45y. ","A03AX","include"
+"1846","ibs"," ","a45z. ","A03AX","include"
+"1847","ibs","alverine","a4d.. ","A03AX08","include"
+"1848","ibs","alverine","a4d1. ","A03AX08","include"
+"1849","ibs","alverine","a4d2. ","A03AX08","include"
+"1850","ibs","alverine","a4d3. ","A03AX08","include"
+"1851","ibs","alverine","a4d4. ","A03AX08","include"
+"1852","ibs","alverine","a4d5. ","A03AX08","include"
+"1853","ibs","alverine","a4d6. ","A03AX08","include"
+"1854","ibs","alverine","a4d7. ","A03AX08","include"
+"1855","ibs","alverine","a4dz. ","A03AX08","include"
+"1856","ibs","dicycloverine","a45.. ","A03AA07","include"
+"1857","ibs","dicycloverine","a45x. ","A03AA07","include"
+"1858","ibs","dicycloverine","a45y. ","A03AA07","include"
+"1859","ibs","dicycloverine","a45z. ","A03AA07","include"
+"1860","ibs","glycopyrronium bromide","a46.. ","A03AB02","include"
+"1861","ibs","mebeverine","a4e.. ","A03AA04","include"
+"1862","ibs","mebeverine","a4e1. ","A03AA04","include"
+"1863","ibs","mebeverine","a4e2. ","A03AA04","include"
+"1864","ibs","mebeverine","a4e3. ","A03AA04","include"
+"1865","ibs","mebeverine","a4e4. ","A03AA04","include"
+"1866","ibs","mebeverine","a4e5. ","A03AA04","include"
+"1867","ibs","mebeverine","a4e6. ","A03AA04","include"
+"1868","ibs","mebeverine","a4e7. ","A03AA04","include"
+"1869","ibs","mebeverine","a4e8. ","A03AA04","include"
+"1870","ibs","mebeverine","a4e9. ","A03AA04","include"
+"1871","ibs","mebeverine","a4eA. ","A03AA04","include"
+"1872","ibs","mebeverine","a4ev. ","A03AA04","include"
+"1873","ibs","mebeverine","a4ew. ","A03AA04","include"
+"1874","ibs","mebeverine","a4ex. ","A03AA04","include"
+"1875","ibs","mebeverine","a4ey. ","A03AA04","include"
+"1876","ibs","mebeverine","a4ez. ","A03AA04","include"
+"1877","ibs","mepenzolate","a48.. ","A03AB12","include"
+"1878","ibs","mepenzolate","a481. ","A03AB12","include"
+"1879","ibs","mepenzolate","a48y. ","A03AB12","include"
+"1880","ibs","NA","ag1B. ","A03AE04","include"
+"1881","ibs","NA","ag1C. ","A03AE04","include"
+"1882","ibs","NA","ag1D. ","A03AE04","include"
+"1883","ibs","NA","ag1E. ","A03AE04","include"
+"1884","ibs","pipenzolate","a49.. ","A03AB14","include"
+"1885","ibs","pipenzolate","a491. ","A03AB14","include"
+"1886","ibs","pipenzolate","a492. ","A03AB14","include"
+"1887","ibs","pipenzolate","a493. ","A03AB14","include"
+"1888","ibs","pipenzolate","a49z. ","A03AB14","include"
+"1889","ibs","piperidolate","a4a.. ","A03AA30","include"
+"1890","ibs","piperidolate","a4a1. ","A03AA30","include"
+"1891","ibs","piperidolate","a4az. ","A03AA30","include"
+"1892","ibs","poldine","a4b.. ","A03AB11","include"
+"1893","ibs","poldine","a4b1. ","A03AB11","include"
+"1894","ibs","poldine","a4b2. ","A03AB11","include"
+"1895","ibs","poldine","a4by. ","A03AB11","include"
+"1896","ibs","poldine","a4bz. ","A03AB11","include"
+"1897","ibs","propantheline","a4c.. ","A03AB05","include"
+"1898","ibs","propantheline","a4c1. ","A03AB05","include"
+"1899","ibs","propantheline","a4c2. ","A03AB05","include"
+"1900","ibs","silicones","a21F. ","A03AX13","include"
+"1901","ibs","silicones","a23h. ","A03AX13","include"
+"1902","migraine"," ","dl... ","N02C","include"
+"1903","migraine"," ","dl1.. ","N02C","include"
+"1904","migraine"," ","dl11. ","N02C","include"
+"1905","migraine"," ","dl12. ","N02C","include"
+"1906","migraine"," ","dl13. ","N02C","include"
+"1907","migraine"," ","dl14. ","N02C","include"
+"1908","migraine"," ","dl15. ","N02C","include"
+"1909","migraine"," ","dl16. ","N02C","include"
+"1910","migraine"," ","dl17. ","N02C","include"
+"1911","migraine"," ","dl18. ","N02C","include"
+"1912","migraine"," ","dl19. ","N02C","include"
+"1913","migraine"," ","dl1a. ","N02C","include"
+"1914","migraine"," ","dl1A. ","N02C","include"
+"1915","migraine"," ","dl1b. ","N02C","include"
+"1916","migraine"," ","dl1B. ","N02C","include"
+"1917","migraine"," ","dl1C. ","N02C","include"
+"1918","migraine"," ","dlE.. ","N02CC","include"
+"1919","migraine"," ","dlE1. ","N02CC","include"
+"1920","migraine"," ","dlE2. ","N02CC","include"
+"1921","migraine"," ","dm... ","N02C","include"
+"1922","migraine","almotriptan","dlC.. ","N02CC05","include"
+"1923","migraine","almotriptan","dlC1. ","N02CC05","include"
+"1924","migraine","almotriptan","dlCz. ","N02CC05","include"
+"1925","migraine","clonidine","dm1.. ","N02CX02","include"
+"1926","migraine","clonidine","dm11. ","N02CX02","include"
+"1927","migraine","clonidine","dm1z. ","N02CX02","include"
+"1928","migraine","dihydroergotamine","dl3.. ","N02CA01","include"
+"1929","migraine","dihydroergotamine","dl31. ","N02CA01","include"
+"1930","migraine","dihydroergotamine","dl32. ","N02CA01","include"
+"1931","migraine","dihydroergotamine","dl33. ","N02CA01","include"
+"1932","migraine","dihydroergotamine","dl3x. ","N02CA01","include"
+"1933","migraine","dihydroergotamine","dl3y. ","N02CA01","include"
+"1934","migraine","dihydroergotamine","dl3z. ","N02CA01","include"
+"1935","migraine","dihydroergotamine","dlB.. ","N02CA01","include"
+"1936","migraine","dihydroergotamine","dlB1. ","N02CA01","include"
+"1937","migraine","dihydroergotamine","dlB2. ","N02CA01","include"
+"1938","migraine","eletriptan","dlD.. ","N02CC06","include"
+"1939","migraine","eletriptan","dlD1. ","N02CC06","include"
+"1940","migraine","eletriptan","dlD2. ","N02CC06","include"
+"1941","migraine","ergotamine","dl2.. ","N02CA02","include"
+"1942","migraine","ergotamine","dl23. ","N02CA02","include"
+"1943","migraine","ergotamine","dl24. ","N02CA02","include"
+"1944","migraine","ergotamine","dl2y. ","N02CA02","include"
+"1945","migraine","ergotamine","dl2z. ","N02CA02","include"
+"1946","migraine","ergotamine, combinations excl. psycholeptics","dl21. ","N02CA52","include"
+"1947","migraine","ergotamine, combinations excl. psycholeptics","dl22. ","N02CA52","include"
+"1948","migraine","ergotamine, combinations excl. psycholeptics","dl25. ","N02CA52","include"
+"1949","migraine","ergotamine, combinations excl. psycholeptics","dl26. ","N02CA52","include"
+"1950","migraine","ergotamine, combinations excl. psycholeptics","dl27. ","N02CA52","include"
+"1951","migraine","frovatriptan","dlE.. ","N02CC07","include"
+"1952","migraine","frovatriptan","dlE1. ","N02CC07","include"
+"1953","migraine","lisuride","dq7.. ","N02CA07","include"
+"1954","migraine","lisuride","dq71. ","N02CA07","include"
+"1955","migraine","methysergide","dm2.. ","N02CA04","include"
+"1956","migraine","methysergide","dm21. ","N02CA04","include"
+"1957","migraine","methysergide","dm2z. ","N02CA04","include"
+"1958","migraine","naratriptan","dl9.. ","N02CC02","include"
+"1959","migraine","naratriptan","dl91. ","N02CC02","include"
+"1960","migraine","naratriptan","dl92. ","N02CC02","include"
+"1961","migraine","pizotifen","dm3.. ","N02CX01","include"
+"1962","migraine","pizotifen","dm31. ","N02CX01","include"
+"1963","migraine","pizotifen","dm32. ","N02CX01","include"
+"1964","migraine","pizotifen","dm33. ","N02CX01","include"
+"1965","migraine","pizotifen","dm3x. ","N02CX01","include"
+"1966","migraine","pizotifen","dm3y. ","N02CX01","include"
+"1967","migraine","pizotifen","dm3z. ","N02CX01","include"
+"1968","migraine","rizatriptan","dlA.. ","N02CC04","include"
+"1969","migraine","rizatriptan","dlA1. ","N02CC04","include"
+"1970","migraine","rizatriptan","dlA2. ","N02CC04","include"
+"1971","migraine","rizatriptan","dlA3. ","N02CC04","include"
+"1972","migraine","rizatriptan","dlA4. ","N02CC04","include"
+"1973","migraine","rizatriptan","dlA5. ","N02CC04","include"
+"1974","migraine","rizatriptan","dlA6. ","N02CC04","include"
+"1975","migraine","sumatriptan","dl5.. ","N02CC01","include"
+"1976","migraine","sumatriptan","dl51. ","N02CC01","include"
+"1977","migraine","sumatriptan","dl52. ","N02CC01","include"
+"1978","migraine","sumatriptan","dl53. ","N02CC01","include"
+"1979","migraine","sumatriptan","dl54. ","N02CC01","include"
+"1980","migraine","sumatriptan","dl55. ","N02CC01","include"
+"1981","migraine","sumatriptan","dl56. ","N02CC01","include"
+"1982","migraine","sumatriptan","dl57. ","N02CC01","include"
+"1983","migraine","sumatriptan","dl58. ","N02CC01","include"
+"1984","migraine","sumatriptan","dl59. ","N02CC01","include"
+"1985","migraine","sumatriptan","dl5A. ","N02CC01","include"
+"1986","migraine","sumatriptan","dl5B. ","N02CC01","include"
+"1987","migraine","sumatriptan","dl5C. ","N02CC01","include"
+"1988","migraine","sumatriptan","dl5D. ","N02CC01","include"
+"1989","migraine","sumatriptan","dl5E. ","N02CC01","include"
+"1990","migraine","sumatriptan","dl7.. ","N02CC01","include"
+"1991","migraine","sumatriptan","dl71. ","N02CC01","include"
+"1992","migraine","sumatriptan","dl72. ","N02CC01","include"
+"1993","migraine","sumatriptan","dl73. ","N02CC01","include"
+"1994","migraine","sumatriptan","dl74. ","N02CC01","include"
+"1995","migraine","zolmitriptan","dl8.. ","N02CC03","include"
+"1996","migraine","zolmitriptan","dl81. ","N02CC03","include"
+"1997","migraine","zolmitriptan","dl82. ","N02CC03","include"
+"1998","migraine","zolmitriptan","dl83. ","N02CC03","include"
+"1999","migraine","zolmitriptan","dl84. ","N02CC03","include"
+"2000","migraine","zolmitriptan","dl85. ","N02CC03","include"
+"2001","migraine","zolmitriptan","dl86. ","N02CC03","include"
+"2002","migraine","zolmitriptan","dl87. ","N02CC03","include"
+"2003","migraine","zolmitriptan","dl88. ","N02CC03","include"
+"2004","not_dyspepsia"," ","bu... ","B01AC","include"
+"2005","not_dyspepsia"," ","bu9.. ","B01AC","include"
+"2006","not_dyspepsia"," ","bu91. ","B01AC","include"
+"2007","not_dyspepsia"," ","bu92. ","B01AC","include"
+"2008","not_dyspepsia"," ","bu93. ","B01AC","include"
+"2009","not_dyspepsia"," ","bu94. ","B01AC","include"
+"2010","not_dyspepsia"," ","j28H. ","M01AE","include"
+"2011","not_dyspepsia"," ","j28z. ","M01AE","include"
+"2012","not_dyspepsia","abciximab","bu3.. ","B01AC13","include"
+"2013","not_dyspepsia","abciximab","bu31. ","B01AC13","include"
+"2014","not_dyspepsia","abciximab","bu32. ","B01AC13","include"
+"2015","not_dyspepsia","acetylsalicylic acid","bu2.. ","B01AC06","include"
+"2016","not_dyspepsia","acetylsalicylic acid","bu21. ","B01AC06","include"
+"2017","not_dyspepsia","acetylsalicylic acid","bu22. ","B01AC06","include"
+"2018","not_dyspepsia","acetylsalicylic acid","bu23. ","B01AC06","include"
+"2019","not_dyspepsia","acetylsalicylic acid","bu24. ","B01AC06","include"
+"2020","not_dyspepsia","acetylsalicylic acid","bu25. ","B01AC06","include"
+"2021","not_dyspepsia","acetylsalicylic acid","bu26. ","B01AC06","include"
+"2022","not_dyspepsia","acetylsalicylic acid","bu27. ","B01AC06","include"
+"2023","not_dyspepsia","acetylsalicylic acid","bu28. ","B01AC06","include"
+"2024","not_dyspepsia","acetylsalicylic acid","bu29. ","B01AC06","include"
+"2025","not_dyspepsia","acetylsalicylic acid","bu2a. ","B01AC06","include"
+"2026","not_dyspepsia","acetylsalicylic acid","bu2A. ","B01AC06","include"
+"2027","not_dyspepsia","acetylsalicylic acid","bu2b. ","B01AC06","include"
+"2028","not_dyspepsia","acetylsalicylic acid","bu2B. ","B01AC06","include"
+"2029","not_dyspepsia","acetylsalicylic acid","bu2c. ","B01AC06","include"
+"2030","not_dyspepsia","acetylsalicylic acid","bu2C. ","B01AC06","include"
+"2031","not_dyspepsia","acetylsalicylic acid","bu2d. ","B01AC06","include"
+"2032","not_dyspepsia","acetylsalicylic acid","bu2D. ","B01AC06","include"
+"2033","not_dyspepsia","acetylsalicylic acid","bu2E. ","B01AC06","include"
+"2034","not_dyspepsia","acetylsalicylic acid","bu2F. ","B01AC06","include"
+"2035","not_dyspepsia","acetylsalicylic acid","bu2G. ","B01AC06","include"
+"2036","not_dyspepsia","acetylsalicylic acid","bu2H. ","B01AC06","include"
+"2037","not_dyspepsia","acetylsalicylic acid","bu2I. ","B01AC06","include"
+"2038","not_dyspepsia","acetylsalicylic acid","bu2J. ","B01AC06","include"
+"2039","not_dyspepsia","acetylsalicylic acid","bu2K. ","B01AC06","include"
+"2040","not_dyspepsia","cilostazol","bu9.. ","B01AC23","include"
+"2041","not_dyspepsia","cilostazol","bu91. ","B01AC23","include"
+"2042","not_dyspepsia","cilostazol","bu93. ","B01AC23","include"
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+"2308","not_dyspepsia","naproxen","j2cs. ","M01AE02","include"
+"2309","not_dyspepsia","naproxen","j2ct. ","M01AE02","include"
+"2310","not_dyspepsia","naproxen","j2cu. ","M01AE02","include"
+"2311","not_dyspepsia","naproxen","j2cv. ","M01AE02","include"
+"2312","not_dyspepsia","naproxen","j2cw. ","M01AE02","include"
+"2313","not_dyspepsia","naproxen","j2cx. ","M01AE02","include"
+"2314","not_dyspepsia","naproxen","j2cy. ","M01AE02","include"
+"2315","not_dyspepsia","naproxen","j2cz. ","M01AE02","include"
+"2316","not_dyspepsia","naproxen and esomeprazole","j2cP. ","M01AE52","include"
+"2317","not_dyspepsia","naproxen and esomeprazole","j2cZ. ","M01AE52","include"
+"2318","not_dyspepsia","prasugrel","buA.. ","B01AC22","include"
+"2319","not_dyspepsia","prasugrel","buA2. ","B01AC22","include"
+"2320","not_dyspepsia","prasugrel","buA4. ","B01AC22","include"
+"2321","not_dyspepsia","tiaprofenic acid","j2g.. ","M01AE11","include"
+"2322","not_dyspepsia","tiaprofenic acid","j2g1. ","M01AE11","include"
+"2323","not_dyspepsia","tiaprofenic acid","j2g2. ","M01AE11","include"
+"2324","not_dyspepsia","tiaprofenic acid","j2g3. ","M01AE11","include"
+"2325","not_dyspepsia","tiaprofenic acid","j2g4. ","M01AE11","include"
+"2326","not_dyspepsia","tiaprofenic acid","j2g5. ","M01AE11","include"
+"2327","not_dyspepsia","tiaprofenic acid","j2gx. ","M01AE11","include"
+"2328","not_dyspepsia","tiaprofenic acid","j2gy. ","M01AE11","include"
+"2329","not_dyspepsia","tiaprofenic acid","j2gz. ","M01AE11","include"
+"2330","not_dyspepsia","ticagrelor","buB.. ","B01AC24","include"
+"2331","not_dyspepsia","ticagrelor","buB1. ","B01AC24","include"
+"2332","not_dyspepsia","ticagrelor","buBz. ","B01AC24","include"
+"2333","not_dyspepsia","ticlopidine","bu6.. ","B01AC05","include"
+"2334","not_dyspepsia","ticlopidine","bu61. ","B01AC05","include"
+"2335","not_dyspepsia","ticlopidine","bu62. ","B01AC05","include"
+"2336","not_dyspepsia","tirofiban","bu8.. ","B01AC17","include"
+"2337","not_dyspepsia","tirofiban","bu81. ","B01AC17","include"
+"2338","not_dyspepsia","tirofiban","bu82. ","B01AC17","include"
+"2339","not_dyspepsia","tirofiban","bu8y. ","B01AC17","include"
+"2340","not_dyspepsia","tirofiban","bu8z. ","B01AC17","include"
+"2341","pain"," ","di... ","N02B","include"
+"2342","pain"," ","diaN. ","N02B","include"
+"2343","pain"," ","dibC. ","N02B","include"
+"2344","pain"," ","dj... ","N02A","include"
+"2345","pain"," ","dj23. ","N02A","include"
+"2346","pain"," ","dj24. ","N02A","include"
+"2347","pain"," ","dj26. ","N02A","include"
+"2348","pain"," ","dl... ","N02C","include"
+"2349","pain"," ","dl1.. ","N02C","include"
+"2350","pain"," ","dl11. ","N02C","include"
+"2351","pain"," ","dl12. ","N02C","include"
+"2352","pain"," ","dl13. ","N02C","include"
+"2353","pain"," ","dl14. ","N02C","include"
+"2354","pain"," ","dl15. ","N02C","include"
+"2355","pain"," ","dl16. ","N02C","include"
+"2356","pain"," ","dl17. ","N02C","include"
+"2357","pain"," ","dl18. ","N02C","include"
+"2358","pain"," ","dl19. ","N02C","include"
+"2359","pain"," ","dl1a. ","N02C","include"
+"2360","pain"," ","dl1A. ","N02C","include"
+"2361","pain"," ","dl1b. ","N02C","include"
+"2362","pain"," ","dl1B. ","N02C","include"
+"2363","pain"," ","dl1C. ","N02C","include"
+"2364","pain"," ","dlE.. ","N02CC","include"
+"2365","pain"," ","dlE1. ","N02CC","include"
+"2366","pain"," ","dlE2. ","N02CC","include"
+"2367","pain"," ","dm... ","N02C","include"
+"2368","pain"," ","j1... ","N02BA","include"
+"2369","pain","acetylsalicylic acid","di1.. ","N02BA01","include"
+"2370","pain","acetylsalicylic acid","di11. ","N02BA01","include"
+"2371","pain","acetylsalicylic acid","di12. ","N02BA01","include"
+"2372","pain","acetylsalicylic acid","di15. ","N02BA01","include"
+"2373","pain","acetylsalicylic acid","di16. ","N02BA01","include"
+"2374","pain","acetylsalicylic acid","di17. ","N02BA01","include"
+"2375","pain","acetylsalicylic acid","di18. ","N02BA01","include"
+"2376","pain","acetylsalicylic acid","di1a. ","N02BA01","include"
+"2377","pain","acetylsalicylic acid","di1c. ","N02BA01","include"
+"2378","pain","acetylsalicylic acid","di1d. ","N02BA01","include"
+"2379","pain","acetylsalicylic acid","di1f. ","N02BA01","include"
+"2380","pain","acetylsalicylic acid","di1g. ","N02BA01","include"
+"2381","pain","acetylsalicylic acid","di1h. ","N02BA01","include"
+"2382","pain","acetylsalicylic acid","di1i. ","N02BA01","include"
+"2383","pain","acetylsalicylic acid","di1k. ","N02BA01","include"
+"2384","pain","acetylsalicylic acid","di1m. ","N02BA01","include"
+"2385","pain","acetylsalicylic acid","di1n. ","N02BA01","include"
+"2386","pain","acetylsalicylic acid","di1o. ","N02BA01","include"
+"2387","pain","acetylsalicylic acid","di1r. ","N02BA01","include"
+"2388","pain","acetylsalicylic acid","j11.. ","N02BA01","include"
+"2389","pain","acetylsalicylic acid","j111. ","N02BA01","include"
+"2390","pain","acetylsalicylic acid","j112. ","N02BA01","include"
+"2391","pain","acetylsalicylic acid, combinations excl. psycholeptics","dia4. ","N02BA51","include"
+"2392","pain","acetylsalicylic acid, combinations excl. psycholeptics","dia5. ","N02BA51","include"
+"2393","pain","acetylsalicylic acid, combinations excl. psycholeptics","dia8. ","N02BA51","include"
+"2394","pain","acetylsalicylic acid, combinations excl. psycholeptics","diab. ","N02BA51","include"
+"2395","pain","acetylsalicylic acid, combinations excl. psycholeptics","diaB. ","N02BA51","include"
+"2396","pain","acetylsalicylic acid, combinations excl. psycholeptics","diaE. ","N02BA51","include"
+"2397","pain","acetylsalicylic acid, combinations excl. psycholeptics","diaG. ","N02BA51","include"
+"2398","pain","acetylsalicylic acid, combinations excl. psycholeptics","diai. ","N02BA51","include"
+"2399","pain","acetylsalicylic acid, combinations excl. psycholeptics","diaO. ","N02BA51","include"
+"2400","pain","acetylsalicylic acid, combinations excl. psycholeptics","diaP. ","N02BA51","include"
+"2401","pain","acetylsalicylic acid, combinations excl. psycholeptics","diay. ","N02BA51","include"
+"2402","pain","acetylsalicylic acid, combinations excl. psycholeptics","diaz. ","N02BA51","include"
+"2403","pain","acetylsalicylic acid, combinations excl. psycholeptics","dicH. ","N02BA51","include"
+"2404","pain","acetylsalicylic acid, combinations with psycholeptics","diaf. ","N02BA71","include"
+"2405","pain","almotriptan","dlC.. ","N02CC05","include"
+"2406","pain","almotriptan","dlC1. ","N02CC05","include"
+"2407","pain","almotriptan","dlCz. ","N02CC05","include"
+"2408","pain","aloxiprin","di1e. ","N02BA02","include"
+"2409","pain","benorilate","di3.. ","N02BA10","include"
+"2410","pain","benorilate","j12.. ","N02BA10","include"
+"2411","pain","benorilate","j121. ","N02BA10","include"
+"2412","pain","benorilate","j122. ","N02BA10","include"
+"2413","pain","benorilate","j124. ","N02BA10","include"
+"2414","pain","benorilate","j12x. ","N02BA10","include"
+"2415","pain","benorilate","j12y. ","N02BA10","include"
+"2416","pain","benorilate","j12z. ","N02BA10","include"
+"2417","pain","buprenorphine","dj3.. ","N02AE01","include"
+"2418","pain","buprenorphine","dj31. ","N02AE01","include"
+"2419","pain","buprenorphine","dj32. ","N02AE01","include"
+"2420","pain","buprenorphine","dj33. ","N02AE01","include"
+"2421","pain","buprenorphine","dj34. ","N02AE01","include"
+"2422","pain","buprenorphine","dj35. ","N02AE01","include"
+"2423","pain","buprenorphine","dj3A. ","N02AE01","include"
+"2424","pain","buprenorphine","dj3B. ","N02AE01","include"
+"2425","pain","buprenorphine","dj3C. ","N02AE01","include"
+"2426","pain","buprenorphine","dj3f. ","N02AE01","include"
+"2427","pain","buprenorphine","dj3g. ","N02AE01","include"
+"2428","pain","buprenorphine","dj3o. ","N02AE01","include"
+"2429","pain","buprenorphine","dj3p. ","N02AE01","include"
+"2430","pain","buprenorphine","dj3q. ","N02AE01","include"
+"2431","pain","buprenorphine","dj3x. ","N02AE01","include"
+"2432","pain","buprenorphine","dj3y. ","N02AE01","include"
+"2433","pain","buprenorphine","dj3z. ","N02AE01","include"
+"2434","pain","choline salicylate","j13.. ","N02BA03","include"
+"2435","pain","choline salicylate","j131. ","N02BA03","include"
+"2436","pain","choline salicylate","j13z. ","N02BA03","include"
+"2437","pain","clonidine","dm1.. ","N02CX02","include"
+"2438","pain","clonidine","dm11. ","N02CX02","include"
+"2439","pain","clonidine","dm1z. ","N02CX02","include"
+"2440","pain","dextromoramide","dj5.. ","N02AC01","include"
+"2441","pain","dextromoramide","dj51. ","N02AC01","include"
+"2442","pain","dextromoramide","dj52. ","N02AC01","include"
+"2443","pain","dextromoramide","dj53. ","N02AC01","include"
+"2444","pain","dextromoramide","dj54. ","N02AC01","include"
+"2445","pain","dextromoramide","dj55. ","N02AC01","include"
+"2446","pain","dextromoramide","dj56. ","N02AC01","include"
+"2447","pain","dextromoramide","dj57. ","N02AC01","include"
+"2448","pain","dextromoramide","dj58. ","N02AC01","include"
+"2449","pain","dextromoramide","dj59. ","N02AC01","include"
+"2450","pain","dextromoramide","dj5a. ","N02AC01","include"
+"2451","pain","dextropropoxyphene","dj6.. ","N02AC04","include"
+"2452","pain","dextropropoxyphene","dj61. ","N02AC04","include"
+"2453","pain","dextropropoxyphene","dj62. ","N02AC04","include"
+"2454","pain","dextropropoxyphene, combinations excl. psycholeptics","dia7. ","N02AC54","include"
+"2455","pain","dextropropoxyphene, combinations excl. psycholeptics","diad. ","N02AC54","include"
+"2456","pain","dextropropoxyphene, combinations excl. psycholeptics","diae. ","N02AC54","include"
+"2457","pain","dextropropoxyphene, combinations excl. psycholeptics","diaw. ","N02AC54","include"
+"2458","pain","dextropropoxyphene, combinations excl. psycholeptics","dibh. ","N02AC54","include"
+"2459","pain","diflunisal","di4.. ","N02BA11","include"
+"2460","pain","diflunisal","j23.. ","N02BA11","include"
+"2461","pain","diflunisal","j231. ","N02BA11","include"
+"2462","pain","diflunisal","j232. ","N02BA11","include"
+"2463","pain","diflunisal","j233. ","N02BA11","include"
+"2464","pain","diflunisal","j234. ","N02BA11","include"
+"2465","pain","dihydrocodeine","dj8.. ","N02AA08","include"
+"2466","pain","dihydrocodeine","dj81. ","N02AA08","include"
+"2467","pain","dihydrocodeine","dj82. ","N02AA08","include"
+"2468","pain","dihydrocodeine","dj83. ","N02AA08","include"
+"2469","pain","dihydrocodeine","dj84. ","N02AA08","include"
+"2470","pain","dihydrocodeine","dj85. ","N02AA08","include"
+"2471","pain","dihydrocodeine","dj86. ","N02AA08","include"
+"2472","pain","dihydrocodeine","dj87. ","N02AA08","include"
+"2473","pain","dihydrocodeine","dj88. ","N02AA08","include"
+"2474","pain","dihydrocodeine","dj89. ","N02AA08","include"
+"2475","pain","dihydrocodeine","dj8a. ","N02AA08","include"
+"2476","pain","dihydrocodeine","dj8b. ","N02AA08","include"
+"2477","pain","dihydrocodeine","dj8c. ","N02AA08","include"
+"2478","pain","dihydrocodeine","dj8d. ","N02AA08","include"
+"2479","pain","dihydrocodeine","dj8e. ","N02AA08","include"
+"2480","pain","dihydrocodeine, combinations","dibE. ","N02AA58","include"
+"2481","pain","dihydrocodeine, combinations","dibF. ","N02AA58","include"
+"2482","pain","dihydrocodeine, combinations","dibH. ","N02AA58","include"
+"2483","pain","dihydrocodeine, combinations","dibI. ","N02AA58","include"
+"2484","pain","dihydrocodeine, combinations","dibJ. ","N02AA58","include"
+"2485","pain","dihydrocodeine, combinations","dibK. ","N02AA58","include"
+"2486","pain","dihydrocodeine, combinations","dibv. ","N02AA58","include"
+"2487","pain","dihydrocodeine, combinations","dibw. ","N02AA58","include"
+"2488","pain","dihydrocodeine, combinations","dibx. ","N02AA58","include"
+"2489","pain","dihydrocodeine, combinations","dicb. ","N02AA58","include"
+"2490","pain","dihydrocodeine, combinations","dicc. ","N02AA58","include"
+"2491","pain","dihydroergotamine","dl3.. ","N02CA01","include"
+"2492","pain","dihydroergotamine","dl31. ","N02CA01","include"
+"2493","pain","dihydroergotamine","dl32. ","N02CA01","include"
+"2494","pain","dihydroergotamine","dl33. ","N02CA01","include"
+"2495","pain","dihydroergotamine","dl3x. ","N02CA01","include"
+"2496","pain","dihydroergotamine","dl3y. ","N02CA01","include"
+"2497","pain","dihydroergotamine","dl3z. ","N02CA01","include"
+"2498","pain","dihydroergotamine","dlB.. ","N02CA01","include"
+"2499","pain","dihydroergotamine","dlB1. ","N02CA01","include"
+"2500","pain","dihydroergotamine","dlB2. ","N02CA01","include"
+"2501","pain","eletriptan","dlD.. ","N02CC06","include"
+"2502","pain","eletriptan","dlD1. ","N02CC06","include"
+"2503","pain","eletriptan","dlD2. ","N02CC06","include"
+"2504","pain","ergotamine","dl2.. ","N02CA02","include"
+"2505","pain","ergotamine","dl23. ","N02CA02","include"
+"2506","pain","ergotamine","dl24. ","N02CA02","include"
+"2507","pain","ergotamine","dl2y. ","N02CA02","include"
+"2508","pain","ergotamine","dl2z. ","N02CA02","include"
+"2509","pain","ergotamine, combinations excl. psycholeptics","dl21. ","N02CA52","include"
+"2510","pain","ergotamine, combinations excl. psycholeptics","dl22. ","N02CA52","include"
+"2511","pain","ergotamine, combinations excl. psycholeptics","dl25. ","N02CA52","include"
+"2512","pain","ergotamine, combinations excl. psycholeptics","dl26. ","N02CA52","include"
+"2513","pain","ergotamine, combinations excl. psycholeptics","dl27. ","N02CA52","include"
+"2514","pain","fentanyl","o424. ","N02AB03","include"
+"2515","pain","fentanyl","o425. ","N02AB03","include"
+"2516","pain","fentanyl","o426. ","N02AB03","include"
+"2517","pain","fentanyl","o427. ","N02AB03","include"
+"2518","pain","fentanyl","o428. ","N02AB03","include"
+"2519","pain","fentanyl","o429. ","N02AB03","include"
+"2520","pain","fentanyl","o42a. ","N02AB03","include"
+"2521","pain","fentanyl","o42A. ","N02AB03","include"
+"2522","pain","fentanyl","o42b. ","N02AB03","include"
+"2523","pain","fentanyl","o42B. ","N02AB03","include"
+"2524","pain","fentanyl","o42c. ","N02AB03","include"
+"2525","pain","fentanyl","o42C. ","N02AB03","include"
+"2526","pain","fentanyl","o42d. ","N02AB03","include"
+"2527","pain","fentanyl","o42D. ","N02AB03","include"
+"2528","pain","fentanyl","o42e. ","N02AB03","include"
+"2529","pain","fentanyl","o42E. ","N02AB03","include"
+"2530","pain","fentanyl","o42f. ","N02AB03","include"
+"2531","pain","fentanyl","o42F. ","N02AB03","include"
+"2532","pain","fentanyl","o42g. ","N02AB03","include"
+"2533","pain","fentanyl","o42G. ","N02AB03","include"
+"2534","pain","fentanyl","o42h. ","N02AB03","include"
+"2535","pain","fentanyl","o42H. ","N02AB03","include"
+"2536","pain","fentanyl","o42i. ","N02AB03","include"
+"2537","pain","fentanyl","o42I. ","N02AB03","include"
+"2538","pain","fentanyl","o42j. ","N02AB03","include"
+"2539","pain","fentanyl","o42J. ","N02AB03","include"
+"2540","pain","fentanyl","o42k. ","N02AB03","include"
+"2541","pain","fentanyl","o42K. ","N02AB03","include"
+"2542","pain","fentanyl","o42l. ","N02AB03","include"
+"2543","pain","fentanyl","o42L. ","N02AB03","include"
+"2544","pain","fentanyl","o42m. ","N02AB03","include"
+"2545","pain","fentanyl","o42M. ","N02AB03","include"
+"2546","pain","fentanyl","o42n. ","N02AB03","include"
+"2547","pain","fentanyl","o42N. ","N02AB03","include"
+"2548","pain","fentanyl","o42o. ","N02AB03","include"
+"2549","pain","fentanyl","o42O. ","N02AB03","include"
+"2550","pain","fentanyl","o42p. ","N02AB03","include"
+"2551","pain","fentanyl","o42P. ","N02AB03","include"
+"2552","pain","fentanyl","o42q. ","N02AB03","include"
+"2553","pain","fentanyl","o42Q. ","N02AB03","include"
+"2554","pain","fentanyl","o42r. ","N02AB03","include"
+"2555","pain","fentanyl","o42R. ","N02AB03","include"
+"2556","pain","fentanyl","o42s. ","N02AB03","include"
+"2557","pain","fentanyl","o42S. ","N02AB03","include"
+"2558","pain","fentanyl","o42t. ","N02AB03","include"
+"2559","pain","fentanyl","o42T. ","N02AB03","include"
+"2560","pain","fentanyl","o42u. ","N02AB03","include"
+"2561","pain","fentanyl","o42U. ","N02AB03","include"
+"2562","pain","fentanyl","o42v. ","N02AB03","include"
+"2563","pain","fentanyl","o42V. ","N02AB03","include"
+"2564","pain","fentanyl","o42W. ","N02AB03","include"
+"2565","pain","fentanyl","o42X. ","N02AB03","include"
+"2566","pain","fentanyl","o42Y. ","N02AB03","include"
+"2567","pain","fentanyl","o42Z. ","N02AB03","include"
+"2568","pain","fentanyl","o4d.. ","N02AB03","include"
+"2569","pain","fentanyl","o4d1. ","N02AB03","include"
+"2570","pain","fentanyl","o4d2. ","N02AB03","include"
+"2571","pain","fentanyl","o4d3. ","N02AB03","include"
+"2572","pain","fentanyl","o4d4. ","N02AB03","include"
+"2573","pain","fentanyl","o4d5. ","N02AB03","include"
+"2574","pain","fentanyl","o4d6. ","N02AB03","include"
+"2575","pain","fentanyl","o4d7. ","N02AB03","include"
+"2576","pain","fentanyl","o4d8. ","N02AB03","include"
+"2577","pain","fentanyl","o4d9. ","N02AB03","include"
+"2578","pain","fentanyl","o4da. ","N02AB03","include"
+"2579","pain","fentanyl","o4dA. ","N02AB03","include"
+"2580","pain","fentanyl","o4db. ","N02AB03","include"
+"2581","pain","fentanyl","o4dB. ","N02AB03","include"
+"2582","pain","fentanyl","o4dc. ","N02AB03","include"
+"2583","pain","fentanyl","o4dC. ","N02AB03","include"
+"2584","pain","fentanyl","o4dd. ","N02AB03","include"
+"2585","pain","fentanyl","o4dD. ","N02AB03","include"
+"2586","pain","fentanyl","o4de. ","N02AB03","include"
+"2587","pain","fentanyl","o4dE. ","N02AB03","include"
+"2588","pain","fentanyl","o4df. ","N02AB03","include"
+"2589","pain","fentanyl","o4dF. ","N02AB03","include"
+"2590","pain","fentanyl","o4dg. ","N02AB03","include"
+"2591","pain","fentanyl","o4dh. ","N02AB03","include"
+"2592","pain","fentanyl","o4di. ","N02AB03","include"
+"2593","pain","fentanyl","o4dj. ","N02AB03","include"
+"2594","pain","fentanyl","o4dk. ","N02AB03","include"
+"2595","pain","fentanyl","o4dl. ","N02AB03","include"
+"2596","pain","fentanyl","o4dm. ","N02AB03","include"
+"2597","pain","fentanyl","o4dn. ","N02AB03","include"
+"2598","pain","fentanyl","o4do. ","N02AB03","include"
+"2599","pain","fentanyl","o4dp. ","N02AB03","include"
+"2600","pain","fentanyl","o4dq. ","N02AB03","include"
+"2601","pain","fentanyl","o4dr. ","N02AB03","include"
+"2602","pain","fentanyl","o4ds. ","N02AB03","include"
+"2603","pain","fentanyl","o4dt. ","N02AB03","include"
+"2604","pain","fentanyl","o4du. ","N02AB03","include"
+"2605","pain","fentanyl","o4dv. ","N02AB03","include"
+"2606","pain","fentanyl","o4dw. ","N02AB03","include"
+"2607","pain","fentanyl","o4dx. ","N02AB03","include"
+"2608","pain","fentanyl","o4dy. ","N02AB03","include"
+"2609","pain","fentanyl","o4dz. ","N02AB03","include"
+"2610","pain","frovatriptan","dlE.. ","N02CC07","include"
+"2611","pain","frovatriptan","dlE1. ","N02CC07","include"
+"2612","pain","hydromorphone","djj.. ","N02AA03","include"
+"2613","pain","hydromorphone","djj1. ","N02AA03","include"
+"2614","pain","hydromorphone","djj2. ","N02AA03","include"
+"2615","pain","hydromorphone","djj3. ","N02AA03","include"
+"2616","pain","hydromorphone","djj4. ","N02AA03","include"
+"2617","pain","hydromorphone","djj5. ","N02AA03","include"
+"2618","pain","hydromorphone","djj6. ","N02AA03","include"
+"2619","pain","hydromorphone","djj7. ","N02AA03","include"
+"2620","pain","hydromorphone","djj8. ","N02AA03","include"
+"2621","pain","hydromorphone","djj9. ","N02AA03","include"
+"2622","pain","hydromorphone","djjA. ","N02AA03","include"
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+"2963","pain","paracetamol","did.. ","N02BE01","include"
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+"2965","pain","paracetamol","did2. ","N02BE01","include"
+"2966","pain","paracetamol","did3. ","N02BE01","include"
+"2967","pain","paracetamol","did4. ","N02BE01","include"
+"2968","pain","paracetamol","did5. ","N02BE01","include"
+"2969","pain","paracetamol","did7. ","N02BE01","include"
+"2970","pain","paracetamol","did8. ","N02BE01","include"
+"2971","pain","paracetamol","did9. ","N02BE01","include"
+"2972","pain","paracetamol","didA. ","N02BE01","include"
+"2973","pain","paracetamol","didB. ","N02BE01","include"
+"2974","pain","paracetamol","didC. ","N02BE01","include"
+"2975","pain","paracetamol","didD. ","N02BE01","include"
+"2976","pain","paracetamol","didE. ","N02BE01","include"
+"2977","pain","paracetamol","didF. ","N02BE01","include"
+"2978","pain","paracetamol","didG. ","N02BE01","include"
+"2979","pain","paracetamol","didH. ","N02BE01","include"
+"2980","pain","paracetamol","didu. ","N02BE01","include"
+"2981","pain","paracetamol","didv. ","N02BE01","include"
+"2982","pain","paracetamol","didw. ","N02BE01","include"
+"2983","pain","paracetamol","didx. ","N02BE01","include"
+"2984","pain","paracetamol","didy. ","N02BE01","include"
+"2985","pain","paracetamol","didz. ","N02BE01","include"
+"2986","pain","paracetamol, combinations excl. psycholeptics","di2f. ","N02BE51","include"
+"2987","pain","paracetamol, combinations excl. psycholeptics","di2G. ","N02BE51","include"
+"2988","pain","paracetamol, combinations excl. psycholeptics","di2H. ","N02BE51","include"
+"2989","pain","paracetamol, combinations excl. psycholeptics","di2v. ","N02BE51","include"
+"2990","pain","paracetamol, combinations excl. psycholeptics","dia1. ","N02BE51","include"
+"2991","pain","paracetamol, combinations excl. psycholeptics","dia2. ","N02BE51","include"
+"2992","pain","paracetamol, combinations excl. psycholeptics","dia3. ","N02BE51","include"
+"2993","pain","paracetamol, combinations excl. psycholeptics","dia6. ","N02BE51","include"
+"2994","pain","paracetamol, combinations excl. psycholeptics","diaa. ","N02BE51","include"
+"2995","pain","paracetamol, combinations excl. psycholeptics","diaD. ","N02BE51","include"
+"2996","pain","paracetamol, combinations excl. psycholeptics","diaF. ","N02BE51","include"
+"2997","pain","paracetamol, combinations excl. psycholeptics","diah. ","N02BE51","include"
+"2998","pain","paracetamol, combinations excl. psycholeptics","diaH. ","N02BE51","include"
+"2999","pain","paracetamol, combinations excl. psycholeptics","diaI. ","N02BE51","include"
+"3000","pain","paracetamol, combinations excl. psycholeptics","diaJ. ","N02BE51","include"
+"3001","pain","paracetamol, combinations excl. psycholeptics","diaK. ","N02BE51","include"
+"3002","pain","paracetamol, combinations excl. psycholeptics","dial. ","N02BE51","include"
+"3003","pain","paracetamol, combinations excl. psycholeptics","diaL. ","N02BE51","include"
+"3004","pain","paracetamol, combinations excl. psycholeptics","diam. ","N02BE51","include"
+"3005","pain","paracetamol, combinations excl. psycholeptics","diaM. ","N02BE51","include"
+"3006","pain","paracetamol, combinations excl. psycholeptics","dian. ","N02BE51","include"
+"3007","pain","paracetamol, combinations excl. psycholeptics","diao. ","N02BE51","include"
+"3008","pain","paracetamol, combinations excl. psycholeptics","diap. ","N02BE51","include"
+"3009","pain","paracetamol, combinations excl. psycholeptics","diaq. ","N02BE51","include"
+"3010","pain","paracetamol, combinations excl. psycholeptics","diaQ. ","N02BE51","include"
+"3011","pain","paracetamol, combinations excl. psycholeptics","diar. ","N02BE51","include"
+"3012","pain","paracetamol, combinations excl. psycholeptics","diaR. ","N02BE51","include"
+"3013","pain","paracetamol, combinations excl. psycholeptics","diaS. ","N02BE51","include"
+"3014","pain","paracetamol, combinations excl. psycholeptics","diaT. ","N02BE51","include"
+"3015","pain","paracetamol, combinations excl. psycholeptics","diau. ","N02BE51","include"
+"3016","pain","paracetamol, combinations excl. psycholeptics","diaU. ","N02BE51","include"
+"3017","pain","paracetamol, combinations excl. psycholeptics","diaV. ","N02BE51","include"
+"3018","pain","paracetamol, combinations excl. psycholeptics","diaX. ","N02BE51","include"
+"3019","pain","paracetamol, combinations excl. psycholeptics","diaY. ","N02BE51","include"
+"3020","pain","paracetamol, combinations excl. psycholeptics","diaZ. ","N02BE51","include"
+"3021","pain","paracetamol, combinations excl. psycholeptics","dib3. ","N02BE51","include"
+"3022","pain","paracetamol, combinations excl. psycholeptics","dib5. ","N02BE51","include"
+"3023","pain","paracetamol, combinations excl. psycholeptics","dib8. ","N02BE51","include"
+"3024","pain","paracetamol, combinations excl. psycholeptics","diba. ","N02BE51","include"
+"3025","pain","paracetamol, combinations excl. psycholeptics","dibb. ","N02BE51","include"
+"3026","pain","paracetamol, combinations excl. psycholeptics","dibB. ","N02BE51","include"
+"3027","pain","paracetamol, combinations excl. psycholeptics","dibD. ","N02BE51","include"
+"3028","pain","paracetamol, combinations excl. psycholeptics","dibe. ","N02BE51","include"
+"3029","pain","paracetamol, combinations excl. psycholeptics","dibf. ","N02BE51","include"
+"3030","pain","paracetamol, combinations excl. psycholeptics","dibG. ","N02BE51","include"
+"3031","pain","paracetamol, combinations excl. psycholeptics","dibj. ","N02BE51","include"
+"3032","pain","paracetamol, combinations excl. psycholeptics","dibL. ","N02BE51","include"
+"3033","pain","paracetamol, combinations excl. psycholeptics","dibM. ","N02BE51","include"
+"3034","pain","paracetamol, combinations excl. psycholeptics","dibn. ","N02BE51","include"
+"3035","pain","paracetamol, combinations excl. psycholeptics","dibN. ","N02BE51","include"
+"3036","pain","paracetamol, combinations excl. psycholeptics","dibO. ","N02BE51","include"
+"3037","pain","paracetamol, combinations excl. psycholeptics","dibp. ","N02BE51","include"
+"3038","pain","paracetamol, combinations excl. psycholeptics","dibP. ","N02BE51","include"
+"3039","pain","paracetamol, combinations excl. psycholeptics","dibQ. ","N02BE51","include"
+"3040","pain","paracetamol, combinations excl. psycholeptics","dibR. ","N02BE51","include"
+"3041","pain","paracetamol, combinations excl. psycholeptics","dibs. ","N02BE51","include"
+"3042","pain","paracetamol, combinations excl. psycholeptics","dibS. ","N02BE51","include"
+"3043","pain","paracetamol, combinations excl. psycholeptics","dibt. ","N02BE51","include"
+"3044","pain","paracetamol, combinations excl. psycholeptics","dibT. ","N02BE51","include"
+"3045","pain","paracetamol, combinations excl. psycholeptics","dibu. ","N02BE51","include"
+"3046","pain","paracetamol, combinations excl. psycholeptics","dibU. ","N02BE51","include"
+"3047","pain","paracetamol, combinations excl. psycholeptics","dibV. ","N02BE51","include"
+"3048","pain","paracetamol, combinations excl. psycholeptics","dibW. ","N02BE51","include"
+"3049","pain","paracetamol, combinations excl. psycholeptics","dibX. ","N02BE51","include"
+"3050","pain","paracetamol, combinations excl. psycholeptics","dibY. ","N02BE51","include"
+"3051","pain","paracetamol, combinations excl. psycholeptics","dibz. ","N02BE51","include"
+"3052","pain","paracetamol, combinations excl. psycholeptics","dibZ. ","N02BE51","include"
+"3053","pain","paracetamol, combinations excl. psycholeptics","dic1. ","N02BE51","include"
+"3054","pain","paracetamol, combinations excl. psycholeptics","dic2. ","N02BE51","include"
+"3055","pain","paracetamol, combinations excl. psycholeptics","dic3. ","N02BE51","include"
+"3056","pain","paracetamol, combinations excl. psycholeptics","dic4. ","N02BE51","include"
+"3057","pain","paracetamol, combinations excl. psycholeptics","dic5. ","N02BE51","include"
+"3058","pain","paracetamol, combinations excl. psycholeptics","dic9. ","N02BE51","include"
+"3059","pain","paracetamol, combinations excl. psycholeptics","dica. ","N02BE51","include"
+"3060","pain","paracetamol, combinations excl. psycholeptics","dicA. ","N02BE51","include"
+"3061","pain","paracetamol, combinations excl. psycholeptics","dicD. ","N02BE51","include"
+"3062","pain","paracetamol, combinations excl. psycholeptics","dicE. ","N02BE51","include"
+"3063","pain","paracetamol, combinations excl. psycholeptics","dicF. ","N02BE51","include"
+"3064","pain","paracetamol, combinations excl. psycholeptics","dicG. ","N02BE51","include"
+"3065","pain","paracetamol, combinations excl. psycholeptics","dicI. ","N02BE51","include"
+"3066","pain","paracetamol, combinations excl. psycholeptics","dicJ. ","N02BE51","include"
+"3067","pain","paracetamol, combinations excl. psycholeptics","dicK. ","N02BE51","include"
+"3068","pain","paracetamol, combinations excl. psycholeptics","dicL. ","N02BE51","include"
+"3069","pain","paracetamol, combinations excl. psycholeptics","dicM. ","N02BE51","include"
+"3070","pain","paracetamol, combinations excl. psycholeptics","dicN. ","N02BE51","include"
+"3071","pain","paracetamol, combinations excl. psycholeptics","dicQ. ","N02BE51","include"
+"3072","pain","paracetamol, combinations excl. psycholeptics","dicR. ","N02BE51","include"
+"3073","pain","paracetamol, combinations excl. psycholeptics","dicS. ","N02BE51","include"
+"3074","pain","paracetamol, combinations excl. psycholeptics","dicT. ","N02BE51","include"
+"3075","pain","paracetamol, combinations excl. psycholeptics","dicU. ","N02BE51","include"
+"3076","pain","paracetamol, combinations excl. psycholeptics","dicv. ","N02BE51","include"
+"3077","pain","paracetamol, combinations excl. psycholeptics","dicV. ","N02BE51","include"
+"3078","pain","paracetamol, combinations excl. psycholeptics","dicW. ","N02BE51","include"
+"3079","pain","paracetamol, combinations excl. psycholeptics","dicX. ","N02BE51","include"
+"3080","pain","paracetamol, combinations excl. psycholeptics","dicy. ","N02BE51","include"
+"3081","pain","paracetamol, combinations excl. psycholeptics","did6. ","N02BE51","include"
+"3082","pain","paracetamol, combinations with psycholeptics","diaj. ","N02BE71","include"
+"3083","pain","paracetamol, combinations with psycholeptics","dib2. ","N02BE71","include"
+"3084","pain","paracetamol, combinations with psycholeptics","diby. ","N02BE71","include"
+"3085","pain","pentazocine","djf.. ","N02AD01","include"
+"3086","pain","pentazocine","djf1. ","N02AD01","include"
+"3087","pain","pentazocine","djf2. ","N02AD01","include"
+"3088","pain","pentazocine","djf3. ","N02AD01","include"
+"3089","pain","pentazocine","djf4. ","N02AD01","include"
+"3090","pain","pentazocine","djf5. ","N02AD01","include"
+"3091","pain","pentazocine","djf6. ","N02AD01","include"
+"3092","pain","pentazocine","djf7. ","N02AD01","include"
+"3093","pain","pentazocine","djf8. ","N02AD01","include"
+"3094","pain","pentazocine","djf9. ","N02AD01","include"
+"3095","pain","pentazocine","djfa. ","N02AD01","include"
+"3096","pain","pethidine","djg.. ","N02AB02","include"
+"3097","pain","pethidine","djg2. ","N02AB02","include"
+"3098","pain","pethidine","djg3. ","N02AB02","include"
+"3099","pain","pethidine","djg4. ","N02AB02","include"
+"3100","pain","pethidine","djg6. ","N02AB02","include"
+"3101","pain","pethidine","o48.. ","N02AB02","include"
+"3102","pain","pethidine","o481. ","N02AB02","include"
+"3103","pain","pethidine","o482. ","N02AB02","include"
+"3104","pain","pethidine","o483. ","N02AB02","include"
+"3105","pain","pethidine","o484. ","N02AB02","include"
+"3106","pain","pethidine, combinations excl. psycholeptics","djg5. ","N02AB52","include"
+"3107","pain","pethidine, combinations excl. psycholeptics","o485. ","N02AB52","include"
+"3108","pain","phenazocine","djh.. ","N02AD02","include"
+"3109","pain","phenazocine","djh1. ","N02AD02","include"
+"3110","pain","phenazocine","djhz. ","N02AD02","include"
+"3111","pain","pizotifen","dm3.. ","N02CX01","include"
+"3112","pain","pizotifen","dm31. ","N02CX01","include"
+"3113","pain","pizotifen","dm32. ","N02CX01","include"
+"3114","pain","pizotifen","dm33. ","N02CX01","include"
+"3115","pain","pizotifen","dm3x. ","N02CX01","include"
+"3116","pain","pizotifen","dm3y. ","N02CX01","include"
+"3117","pain","pizotifen","dm3z. ","N02CX01","include"
+"3118","pain","rizatriptan","dlA.. ","N02CC04","include"
+"3119","pain","rizatriptan","dlA1. ","N02CC04","include"
+"3120","pain","rizatriptan","dlA2. ","N02CC04","include"
+"3121","pain","rizatriptan","dlA3. ","N02CC04","include"
+"3122","pain","rizatriptan","dlA4. ","N02CC04","include"
+"3123","pain","rizatriptan","dlA5. ","N02CC04","include"
+"3124","pain","rizatriptan","dlA6. ","N02CC04","include"
+"3125","pain","salsalate","j14.. ","N02BA06","include"
+"3126","pain","salsalate","j141. ","N02BA06","include"
+"3127","pain","salsalate","j14z. ","N02BA06","include"
+"3128","pain","sodium salicylate","j15.. ","N02BA04","include"
+"3129","pain","sodium salicylate","j151. ","N02BA04","include"
+"3130","pain","sodium salicylate","j152. ","N02BA04","include"
+"3131","pain","sumatriptan","dl5.. ","N02CC01","include"
+"3132","pain","sumatriptan","dl51. ","N02CC01","include"
+"3133","pain","sumatriptan","dl52. ","N02CC01","include"
+"3134","pain","sumatriptan","dl53. ","N02CC01","include"
+"3135","pain","sumatriptan","dl54. ","N02CC01","include"
+"3136","pain","sumatriptan","dl55. ","N02CC01","include"
+"3137","pain","sumatriptan","dl56. ","N02CC01","include"
+"3138","pain","sumatriptan","dl57. ","N02CC01","include"
+"3139","pain","sumatriptan","dl58. ","N02CC01","include"
+"3140","pain","sumatriptan","dl59. ","N02CC01","include"
+"3141","pain","sumatriptan","dl5A. ","N02CC01","include"
+"3142","pain","sumatriptan","dl5B. ","N02CC01","include"
+"3143","pain","sumatriptan","dl5C. ","N02CC01","include"
+"3144","pain","sumatriptan","dl5D. ","N02CC01","include"
+"3145","pain","sumatriptan","dl5E. ","N02CC01","include"
+"3146","pain","sumatriptan","dl7.. ","N02CC01","include"
+"3147","pain","sumatriptan","dl71. ","N02CC01","include"
+"3148","pain","sumatriptan","dl72. ","N02CC01","include"
+"3149","pain","sumatriptan","dl73. ","N02CC01","include"
+"3150","pain","sumatriptan","dl74. ","N02CC01","include"
+"3151","pain","tapentadol","djB.. ","N02AX06","include"
+"3152","pain","tapentadol","djB1. ","N02AX06","include"
+"3153","pain","tapentadol","djB2. ","N02AX06","include"
+"3154","pain","tapentadol","djB3. ","N02AX06","include"
+"3155","pain","tapentadol","djB4. ","N02AX06","include"
+"3156","pain","tapentadol","djB5. ","N02AX06","include"
+"3157","pain","tapentadol","djB6. ","N02AX06","include"
+"3158","pain","tapentadol","djB7. ","N02AX06","include"
+"3159","pain","tapentadol","djBT. ","N02AX06","include"
+"3160","pain","tapentadol","djBU. ","N02AX06","include"
+"3161","pain","tapentadol","djBV. ","N02AX06","include"
+"3162","pain","tapentadol","djBW. ","N02AX06","include"
+"3163","pain","tapentadol","djBX. ","N02AX06","include"
+"3164","pain","tapentadol","djBY. ","N02AX06","include"
+"3165","pain","tapentadol","djBZ. ","N02AX06","include"
+"3166","pain","tramadol","djA.. ","N02AX02","include"
+"3167","pain","tramadol","djA1. ","N02AX02","include"
+"3168","pain","tramadol","djA2. ","N02AX02","include"
+"3169","pain","tramadol","djA3. ","N02AX02","include"
+"3170","pain","tramadol","djA4. ","N02AX02","include"
+"3171","pain","tramadol","djA5. ","N02AX02","include"
+"3172","pain","tramadol","djA6. ","N02AX02","include"
+"3173","pain","tramadol","djA7. ","N02AX02","include"
+"3174","pain","tramadol","djA8. ","N02AX02","include"
+"3175","pain","tramadol","djA9. ","N02AX02","include"
+"3176","pain","tramadol","djAa. ","N02AX02","include"
+"3177","pain","tramadol","djAb. ","N02AX02","include"
+"3178","pain","tramadol","djAc. ","N02AX02","include"
+"3179","pain","tramadol","djAd. ","N02AX02","include"
+"3180","pain","tramadol","djAe. ","N02AX02","include"
+"3181","pain","tramadol","djAf. ","N02AX02","include"
+"3182","pain","tramadol","djAg. ","N02AX02","include"
+"3183","pain","tramadol","djAh. ","N02AX02","include"
+"3184","pain","tramadol","djAi. ","N02AX02","include"
+"3185","pain","tramadol","djAj. ","N02AX02","include"
+"3186","pain","tramadol","djAk. ","N02AX02","include"
+"3187","pain","tramadol","djAl. ","N02AX02","include"
+"3188","pain","tramadol","djAm. ","N02AX02","include"
+"3189","pain","tramadol","djAn. ","N02AX02","include"
+"3190","pain","tramadol","djAo. ","N02AX02","include"
+"3191","pain","tramadol","dji.. ","N02AX02","include"
+"3192","pain","tramadol","dji1. ","N02AX02","include"
+"3193","pain","tramadol","dji2. ","N02AX02","include"
+"3194","pain","tramadol","dji3. ","N02AX02","include"
+"3195","pain","tramadol","dji4. ","N02AX02","include"
+"3196","pain","tramadol","dji5. ","N02AX02","include"
+"3197","pain","tramadol","dji6. ","N02AX02","include"
+"3198","pain","tramadol","dji7. ","N02AX02","include"
+"3199","pain","tramadol","dji8. ","N02AX02","include"
+"3200","pain","tramadol","dji9. ","N02AX02","include"
+"3201","pain","tramadol","djia. ","N02AX02","include"
+"3202","pain","tramadol","djiA. ","N02AX02","include"
+"3203","pain","tramadol","djib. ","N02AX02","include"
+"3204","pain","tramadol","djiB. ","N02AX02","include"
+"3205","pain","tramadol","djic. ","N02AX02","include"
+"3206","pain","tramadol","djiC. ","N02AX02","include"
+"3207","pain","tramadol","djid. ","N02AX02","include"
+"3208","pain","tramadol","djiD. ","N02AX02","include"
+"3209","pain","tramadol","djie. ","N02AX02","include"
+"3210","pain","tramadol","djiE. ","N02AX02","include"
+"3211","pain","tramadol","djif. ","N02AX02","include"
+"3212","pain","tramadol","djiF. ","N02AX02","include"
+"3213","pain","tramadol","djig. ","N02AX02","include"
+"3214","pain","tramadol","djiG. ","N02AX02","include"
+"3215","pain","tramadol","djih. ","N02AX02","include"
+"3216","pain","tramadol","djiH. ","N02AX02","include"
+"3217","pain","tramadol","djii. ","N02AX02","include"
+"3218","pain","tramadol","djiI. ","N02AX02","include"
+"3219","pain","tramadol","djij. ","N02AX02","include"
+"3220","pain","tramadol","djiJ. ","N02AX02","include"
+"3221","pain","tramadol","djik. ","N02AX02","include"
+"3222","pain","tramadol","djiK. ","N02AX02","include"
+"3223","pain","tramadol","djil. ","N02AX02","include"
+"3224","pain","tramadol","djiL. ","N02AX02","include"
+"3225","pain","tramadol","djim. ","N02AX02","include"
+"3226","pain","tramadol","djiM. ","N02AX02","include"
+"3227","pain","tramadol","djin. ","N02AX02","include"
+"3228","pain","tramadol","djiN. ","N02AX02","include"
+"3229","pain","tramadol","djio. ","N02AX02","include"
+"3230","pain","tramadol","djiO. ","N02AX02","include"
+"3231","pain","tramadol","djip. ","N02AX02","include"
+"3232","pain","tramadol","djiP. ","N02AX02","include"
+"3233","pain","tramadol","djiq. ","N02AX02","include"
+"3234","pain","tramadol","djiQ. ","N02AX02","include"
+"3235","pain","tramadol","djir. ","N02AX02","include"
+"3236","pain","tramadol","djiR. ","N02AX02","include"
+"3237","pain","tramadol","djis. ","N02AX02","include"
+"3238","pain","tramadol","djiS. ","N02AX02","include"
+"3239","pain","tramadol","djit. ","N02AX02","include"
+"3240","pain","tramadol","djiT. ","N02AX02","include"
+"3241","pain","tramadol","djiU. ","N02AX02","include"
+"3242","pain","tramadol","djiv. ","N02AX02","include"
+"3243","pain","tramadol","djiV. ","N02AX02","include"
+"3244","pain","tramadol","djiw. ","N02AX02","include"
+"3245","pain","tramadol","djiW. ","N02AX02","include"
+"3246","pain","tramadol","djix. ","N02AX02","include"
+"3247","pain","tramadol","djiX. ","N02AX02","include"
+"3248","pain","tramadol","djiy. ","N02AX02","include"
+"3249","pain","tramadol","djiY. ","N02AX02","include"
+"3250","pain","tramadol","djiz. ","N02AX02","include"
+"3251","pain","tramadol","djiZ. ","N02AX02","include"
+"3252","pain","tramadol, combinations","dicO. ","N02AX52","include"
+"3253","pain","tramadol, combinations","dicx. ","N02AX52","include"
+"3254","pain","tramadol, combinations","dicY. ","N02AX52","include"
+"3255","pain","tramadol, combinations","dicz. ","N02AX52","include"
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+"3552","psorex","dithranol","m53c. ","D05AC01","include"
+"3553","psorex","dithranol","m53d. ","D05AC01","include"
+"3554","psorex","dithranol","m53n. ","D05AC01","include"
+"3555","psorex","dithranol","m53o. ","D05AC01","include"
+"3556","psorex","dithranol","m53p. ","D05AC01","include"
+"3557","psorex","dithranol","m53q. ","D05AC01","include"
+"3558","psorex","dithranol","m53r. ","D05AC01","include"
+"3559","psorex","dithranol","m53s. ","D05AC01","include"
+"3560","psorex","dithranol","m53t. ","D05AC01","include"
+"3561","psorex","dithranol","m54.. ","D05AC01","include"
+"3562","psorex","dithranol","m5z.. ","D05AC01","include"
+"3563","psorex","dithranol","m5z1. ","D05AC01","include"
+"3564","psorex","dithranol","m5z2. ","D05AC01","include"
+"3565","psorex","dithranol","m5z3. ","D05AC01","include"
+"3566","psorex","dithranol","m5z4. ","D05AC01","include"
+"3567","psorex","dithranol","m5z5. ","D05AC01","include"
+"3568","psorex","dithranol","m5z6. ","D05AC01","include"
+"3569","psorex","dithranol","m5z7. ","D05AC01","include"
+"3570","psorex","dithranol","m5z8. ","D05AC01","include"
+"3571","psorex","dithranol","m5z9. ","D05AC01","include"
+"3572","psorex","dithranol","m5zm. ","D05AC01","include"
+"3573","psorex","dithranol","m5zn. ","D05AC01","include"
+"3574","psorex","dithranol","m5zo. ","D05AC01","include"
+"3575","psorex","dithranol","m5zp. ","D05AC01","include"
+"3576","psorex","dithranol","m5zq. ","D05AC01","include"
+"3577","psorex","dithranol","m5zr. ","D05AC01","include"
+"3578","psorex","dithranol","m5zs. ","D05AC01","include"
+"3579","psorex","dithranol","m5zt. ","D05AC01","include"
+"3580","psorex","dithranol","m5zu. ","D05AC01","include"
+"3581","psorex","dithranol","m5zv. ","D05AC01","include"
+"3582","psorex","dithranol","m5zw. ","D05AC01","include"
+"3583","psorex","dithranol","m5zx. ","D05AC01","include"
+"3584","psorex","dithranol","m5zy. ","D05AC01","include"
+"3585","psorex","dithranol","m5zz. ","D05AC01","include"
+"3586","psorex","dithranol, combinations","m53A. ","D05AC51","include"
+"3587","psorex","dithranol, combinations","m53B. ","D05AC51","include"
+"3588","psorex","dithranol, combinations","m53C. ","D05AC51","include"
+"3589","psorex","dithranol, combinations","m53e. ","D05AC51","include"
+"3590","psorex","dithranol, combinations","m53f. ","D05AC51","include"
+"3591","psorex","dithranol, combinations","m53F. ","D05AC51","include"
+"3592","psorex","dithranol, combinations","m53g. ","D05AC51","include"
+"3593","psorex","dithranol, combinations","m53h. ","D05AC51","include"
+"3594","psorex","dithranol, combinations","m53i. ","D05AC51","include"
+"3595","psorex","dithranol, combinations","m53k. ","D05AC51","include"
+"3596","psorex","dithranol, combinations","m53l. ","D05AC51","include"
+"3597","psorex","dithranol, combinations","m53m. ","D05AC51","include"
+"3598","psorex","etretinate","m55.. ","D05BB01","include"
+"3599","psorex","etretinate","m551. ","D05BB01","include"
+"3600","psorex","etretinate","m552. ","D05BB01","include"
+"3601","psorex","etretinate","m55y. ","D05BB01","include"
+"3602","psorex","etretinate","m55z. ","D05BB01","include"
+"3603","psorex","fluclorolone","m4f.. ","D07AC02","include"
+"3604","psorex","fluclorolone","m4f1. ","D07AC02","include"
+"3605","psorex","fluclorolone","m4f2. ","D07AC02","include"
+"3606","psorex","fluclorolone","m4f3. ","D07AC02","include"
+"3607","psorex","fluclorolone","m4f4. ","D07AC02","include"
+"3608","psorex","fluclorolone","m4fy. ","D07AC02","include"
+"3609","psorex","fluclorolone","m4fz. ","D07AC02","include"
+"3610","psorex","fludroxycortide","m4j.. ","D07AC07","include"
+"3611","psorex","fludroxycortide","m4j1. ","D07AC07","include"
+"3612","psorex","fludroxycortide","m4j2. ","D07AC07","include"
+"3613","psorex","fludroxycortide","m4j7. ","D07AC07","include"
+"3614","psorex","fludroxycortide","m4j8. ","D07AC07","include"
+"3615","psorex","fludroxycortide","m4ju. ","D07AC07","include"
+"3616","psorex","fludroxycortide","m4jv. ","D07AC07","include"
+"3617","psorex","fludroxycortide","m4jw. ","D07AC07","include"
+"3618","psorex","fludroxycortide","m4jx. ","D07AC07","include"
+"3619","psorex","fludroxycortide","m4jy. ","D07AC07","include"
+"3620","psorex","fludroxycortide","m4jz. ","D07AC07","include"
+"3621","psorex","fludroxycortide and antibiotics","m4j5. ","D07CC03","include"
+"3622","psorex","fludroxycortide and antibiotics","m4j6. ","D07CC03","include"
+"3623","psorex","fluocinolone acetonide","m4g.. ","D07AC04","include"
+"3624","psorex","fluocinolone acetonide","m4g1. ","D07AC04","include"
+"3625","psorex","fluocinolone acetonide","m4g2. ","D07AC04","include"
+"3626","psorex","fluocinolone acetonide","m4g3. ","D07AC04","include"
+"3627","psorex","fluocinolone acetonide","m4g4. ","D07AC04","include"
+"3628","psorex","fluocinolone acetonide","m4g5. ","D07AC04","include"
+"3629","psorex","fluocinolone acetonide","m4g6. ","D07AC04","include"
+"3630","psorex","fluocinolone acetonide","m4g7. ","D07AC04","include"
+"3631","psorex","fluocinolone acetonide","m4g8. ","D07AC04","include"
+"3632","psorex","fluocinolone acetonide","m4g9. ","D07AC04","include"
+"3633","psorex","fluocinolone acetonide","m4gi. ","D07AC04","include"
+"3634","psorex","fluocinolone acetonide","m4gj. ","D07AC04","include"
+"3635","psorex","fluocinolone acetonide","m4gs. ","D07AC04","include"
+"3636","psorex","fluocinolone acetonide","m4gt. ","D07AC04","include"
+"3637","psorex","fluocinolone acetonide","m4gu. ","D07AC04","include"
+"3638","psorex","fluocinolone acetonide","m4gv. ","D07AC04","include"
+"3639","psorex","fluocinolone acetonide","m4gw. ","D07AC04","include"
+"3640","psorex","fluocinolone acetonide","m4gz. ","D07AC04","include"
+"3641","psorex","fluocinolone acetonide and antibiotics","m4ge. ","D07CC02","include"
+"3642","psorex","fluocinolone acetonide and antibiotics","m4gf. ","D07CC02","include"
+"3643","psorex","fluocinolone acetonide and antibiotics","m4gg. ","D07CC02","include"
+"3644","psorex","fluocinolone acetonide and antibiotics","m4gh. ","D07CC02","include"
+"3645","psorex","fluocinolone acetonide and antibiotics","m4go. ","D07CC02","include"
+"3646","psorex","fluocinolone acetonide and antibiotics","m4gp. ","D07CC02","include"
+"3647","psorex","fluocinolone acetonide and antibiotics","m4gq. ","D07CC02","include"
+"3648","psorex","fluocinolone acetonide and antibiotics","m4gr. ","D07CC02","include"
+"3649","psorex","fluocinolone acetonide and antiseptics","m4gc. ","D07BC02","include"
+"3650","psorex","fluocinolone acetonide and antiseptics","m4gd. ","D07BC02","include"
+"3651","psorex","fluocinonide","m4h.. ","D07AC08","include"
+"3652","psorex","fluocinonide","m4h1. ","D07AC08","include"
+"3653","psorex","fluocinonide","m4h2. ","D07AC08","include"
+"3654","psorex","fluocinonide","m4h3. ","D07AC08","include"
+"3655","psorex","fluocinonide","m4h4. ","D07AC08","include"
+"3656","psorex","fluocinonide","m4h5. ","D07AC08","include"
+"3657","psorex","fluocinonide","m4hx. ","D07AC08","include"
+"3658","psorex","fluocinonide","m4hy. ","D07AC08","include"
+"3659","psorex","fluocinonide","m4hz. ","D07AC08","include"
+"3660","psorex","fluocortolone","m4i.. ","D07AC05","include"
+"3661","psorex","fluocortolone","m4i1. ","D07AC05","include"
+"3662","psorex","fluocortolone","m4i3. ","D07AC05","include"
+"3663","psorex","fluocortolone","m4i6. ","D07AC05","include"
+"3664","psorex","fluocortolone","m4i8. ","D07AC05","include"
+"3665","psorex","fluocortolone","m4i9. ","D07AC05","include"
+"3666","psorex","fluocortolone","m4ia. ","D07AC05","include"
+"3667","psorex","fluocortolone","m4ib. ","D07AC05","include"
+"3668","psorex","fluocortolone","m4ic. ","D07AC05","include"
+"3669","psorex","fluocortolone","m4id. ","D07AC05","include"
+"3670","psorex","fluocortolone","m4ie. ","D07AC05","include"
+"3671","psorex","fluocortolone","m4if. ","D07AC05","include"
+"3672","psorex","fluocortolone","m4ig. ","D07AC05","include"
+"3673","psorex","fluticasone","m4r.. ","D07AC17","include"
+"3674","psorex","fluticasone","m4r1. ","D07AC17","include"
+"3675","psorex","fluticasone","m4r2. ","D07AC17","include"
+"3676","psorex","fluticasone","m4r3. ","D07AC17","include"
+"3677","psorex","fluticasone","m4r4. ","D07AC17","include"
+"3678","psorex","fluticasone","m4r5. ","D07AC17","include"
+"3679","psorex","fluticasone","m4r6. ","D07AC17","include"
+"3680","psorex","fluticasone","m4r7. ","D07AC17","include"
+"3681","psorex","fluticasone","m4r8. ","D07AC17","include"
+"3682","psorex","fluticasone","m4r9. ","D07AC17","include"
+"3683","psorex","fluticasone","m4rA. ","D07AC17","include"
+"3684","psorex","halcinonide","m4k.. ","D07AD02","include"
+"3685","psorex","halcinonide","m4k1. ","D07AD02","include"
+"3686","psorex","halcinonide","m4kz. ","D07AD02","include"
+"3687","psorex","hydrocortisone","m41.. ","D07AA02","include"
+"3688","psorex","hydrocortisone","m411. ","D07AA02","include"
+"3689","psorex","hydrocortisone","m412. ","D07AA02","include"
+"3690","psorex","hydrocortisone","m413. ","D07AA02","include"
+"3691","psorex","hydrocortisone","m414. ","D07AA02","include"
+"3692","psorex","hydrocortisone","m415. ","D07AA02","include"
+"3693","psorex","hydrocortisone","m416. ","D07AA02","include"
+"3694","psorex","hydrocortisone","m417. ","D07AA02","include"
+"3695","psorex","hydrocortisone","m418. ","D07AA02","include"
+"3696","psorex","hydrocortisone","m419. ","D07AA02","include"
+"3697","psorex","hydrocortisone","m41a. ","D07AA02","include"
+"3698","psorex","hydrocortisone","m41A. ","D07AA02","include"
+"3699","psorex","hydrocortisone","m41b. ","D07AA02","include"
+"3700","psorex","hydrocortisone","m41B. ","D07AA02","include"
+"3701","psorex","hydrocortisone","m41c. ","D07AA02","include"
+"3702","psorex","hydrocortisone","m41C. ","D07AA02","include"
+"3703","psorex","hydrocortisone","m41d. ","D07XA01","include"
+"3704","psorex","hydrocortisone","m41D. ","D07AA02","include"
+"3705","psorex","hydrocortisone","m41e. ","D07AA02","include"
+"3706","psorex","hydrocortisone","m41f. ","D07AA02","include"
+"3707","psorex","hydrocortisone","m41k. ","D07AA02","include"
+"3708","psorex","hydrocortisone","m41l. ","D07AA02","include"
+"3709","psorex","hydrocortisone","m41m. ","D07AA02","include"
+"3710","psorex","hydrocortisone","m41n. ","D07AA02","include"
+"3711","psorex","hydrocortisone","m41o. ","D07AA02","include"
+"3712","psorex","hydrocortisone","m41p. ","D07AA02","include"
+"3713","psorex","hydrocortisone","m41q. ","D07AA02","include"
+"3714","psorex","hydrocortisone","m41t. ","D07AA02","include"
+"3715","psorex","hydrocortisone","m41u. ","D07AA02","include"
+"3716","psorex","hydrocortisone","m41v. ","D07AA02","include"
+"3717","psorex","hydrocortisone","m41w. ","D07AA02","include"
+"3718","psorex","hydrocortisone","m42.. ","D07AA02","include"
+"3719","psorex","hydrocortisone","m421. ","D07AA02","include"
+"3720","psorex","hydrocortisone","m422. ","D07AA02","include"
+"3721","psorex","hydrocortisone","m423. ","D07AA02","include"
+"3722","psorex","hydrocortisone","m424. ","D07AA02","include"
+"3723","psorex","hydrocortisone","m429. ","D07AA02","include"
+"3724","psorex","hydrocortisone","m42a. ","D07AA02","include"
+"3725","psorex","hydrocortisone","m42A. ","D07AA02","include"
+"3726","psorex","hydrocortisone","m42b. ","D07AA02","include"
+"3727","psorex","hydrocortisone","m42B. ","D07AA02","include"
+"3728","psorex","hydrocortisone","m42c. ","D07AA02","include"
+"3729","psorex","hydrocortisone","m42C. ","D07AA02","include"
+"3730","psorex","hydrocortisone","m42d. ","D07AA02","include"
+"3731","psorex","hydrocortisone","m42D. ","D07AA02","include"
+"3732","psorex","hydrocortisone","m42e. ","D07AA02","include"
+"3733","psorex","hydrocortisone","m44.. ","D07XA01","include"
+"3734","psorex","hydrocortisone","m441. ","D07XA01","include"
+"3735","psorex","hydrocortisone","m442. ","D07XA01","include"
+"3736","psorex","hydrocortisone","m443. ","D07XA01","include"
+"3737","psorex","hydrocortisone","m444. ","D07XA01","include"
+"3738","psorex","hydrocortisone","m446. ","D07XA01","include"
+"3739","psorex","hydrocortisone","m447. ","D07XA01","include"
+"3740","psorex","hydrocortisone","m448. ","D07XA01","include"
+"3741","psorex","hydrocortisone","m44c. ","D07XA01","include"
+"3742","psorex","hydrocortisone","m44d. ","D07XA01","include"
+"3743","psorex","hydrocortisone","m44e. ","D07XA01","include"
+"3744","psorex","hydrocortisone","m44f. ","D07XA01","include"
+"3745","psorex","hydrocortisone","m4p1. ","D07XA01","include"
+"3746","psorex","hydrocortisone and antibiotics","m44a. ","D07CA01","include"
+"3747","psorex","hydrocortisone and antibiotics","m44b. ","D07CA01","include"
+"3748","psorex","hydrocortisone and antibiotics","m45.. ","D07CA01","include"
+"3749","psorex","hydrocortisone and antibiotics","m451. ","D07CA01","include"
+"3750","psorex","hydrocortisone and antibiotics","m452. ","D07CA01","include"
+"3751","psorex","hydrocortisone and antibiotics","m453. ","D07CA01","include"
+"3752","psorex","hydrocortisone and antibiotics","m454. ","D07CA01","include"
+"3753","psorex","hydrocortisone and antibiotics","m455. ","D07CA01","include"
+"3754","psorex","hydrocortisone and antibiotics","m457. ","D07CA01","include"
+"3755","psorex","hydrocortisone and antibiotics","m458. ","D07CA01","include"
+"3756","psorex","hydrocortisone and antibiotics","m459. ","D07CA01","include"
+"3757","psorex","hydrocortisone and antibiotics","m45a. ","D07CA01","include"
+"3758","psorex","hydrocortisone and antibiotics","m45A. ","D07CA01","include"
+"3759","psorex","hydrocortisone and antibiotics","m45b. ","D07CA01","include"
+"3760","psorex","hydrocortisone and antibiotics","m45B. ","D07CA01","include"
+"3761","psorex","hydrocortisone and antibiotics","m45c. ","D07CA01","include"
+"3762","psorex","hydrocortisone and antibiotics","m45C. ","D07CA01","include"
+"3763","psorex","hydrocortisone and antibiotics","m45d. ","D07CA01","include"
+"3764","psorex","hydrocortisone and antibiotics","m45e. ","D07CA01","include"
+"3765","psorex","hydrocortisone and antibiotics","m45g. ","D07CA01","include"
+"3766","psorex","hydrocortisone and antibiotics","m45k. ","D07CA01","include"
+"3767","psorex","hydrocortisone and antibiotics","m45l. ","D07CA01","include"
+"3768","psorex","hydrocortisone and antibiotics","m45m. ","D07CA01","include"
+"3769","psorex","hydrocortisone and antibiotics","m45n. ","D07CA01","include"
+"3770","psorex","hydrocortisone and antibiotics","m45o. ","D07CA01","include"
+"3771","psorex","hydrocortisone and antibiotics","m45p. ","D07CA01","include"
+"3772","psorex","hydrocortisone and antibiotics","m45q. ","D07CA01","include"
+"3773","psorex","hydrocortisone and antibiotics","m45r. ","D07CA01","include"
+"3774","psorex","hydrocortisone and antibiotics","m45s. ","D07CA01","include"
+"3775","psorex","hydrocortisone and antibiotics","m45t. ","D07CA01","include"
+"3776","psorex","hydrocortisone and antibiotics","m45T. ","D07CA01","include"
+"3777","psorex","hydrocortisone and antibiotics","m45u. ","D07CA01","include"
+"3778","psorex","hydrocortisone and antibiotics","m45v. ","D07CA01","include"
+"3779","psorex","hydrocortisone and antibiotics","m45V. ","D07CA01","include"
+"3780","psorex","hydrocortisone and antibiotics","m45w. ","D07CA01","include"
+"3781","psorex","hydrocortisone and antibiotics","m45W. ","D07CA01","include"
+"3782","psorex","hydrocortisone and antibiotics","m45x. ","D07CA01","include"
+"3783","psorex","hydrocortisone and antibiotics","m45X. ","D07CA01","include"
+"3784","psorex","hydrocortisone and antibiotics","m45y. ","D07CA01","include"
+"3785","psorex","hydrocortisone and antibiotics","m45Y. ","D07CA01","include"
+"3786","psorex","hydrocortisone and antibiotics","m45Z. ","D07CA01","include"
+"3787","psorex","hydrocortisone and antiseptics","m44z. ","D07BA04","include"
+"3788","psorex","hydrocortisone butyrate","m4l.. ","D07AB02","include"
+"3789","psorex","hydrocortisone butyrate","m4l1. ","D07AB02","include"
+"3790","psorex","hydrocortisone butyrate","m4l2. ","D07AB02","include"
+"3791","psorex","hydrocortisone butyrate","m4l3. ","D07AB02","include"
+"3792","psorex","hydrocortisone butyrate","m4l4. ","D07AB02","include"
+"3793","psorex","hydrocortisone butyrate","m4l5. ","D07AB02","include"
+"3794","psorex","hydrocortisone butyrate","m4l6. ","D07AB02","include"
+"3795","psorex","hydrocortisone butyrate","m4l7. ","D07AB02","include"
+"3796","psorex","hydrocortisone butyrate","m4la. ","D07AB02","include"
+"3797","psorex","hydrocortisone butyrate","m4lb. ","D07AB02","include"
+"3798","psorex","hydrocortisone butyrate","m4lt. ","D07AB02","include"
+"3799","psorex","hydrocortisone butyrate","m4lw. ","D07AB02","include"
+"3800","psorex","hydrocortisone butyrate","m4lx. ","D07AB02","include"
+"3801","psorex","hydrocortisone butyrate","m4ly. ","D07AB02","include"
+"3802","psorex","hydrocortisone butyrate","m4lz. ","D07AB02","include"
+"3803","psorex","hydrocortisone butyrate and antiseptics","m4l8. ","D07BB04","include"
+"3804","psorex","hydrocortisone butyrate and antiseptics","m4l9. ","D07BB04","include"
+"3805","psorex","methylprednisolone and antibiotics","m4m.. ","D07CA02","include"
+"3806","psorex","methylprednisolone and antibiotics","m4m1. ","D07CA02","include"
+"3807","psorex","methylprednisolone and antibiotics","m4my. ","D07CA02","include"
+"3808","psorex","methylprednisolone and antibiotics","m4mz. ","D07CA02","include"
+"3809","psorex","mometasone","m4q.. ","D07AC13","include"
+"3810","psorex","mometasone","m4q1. ","D07AC13","include"
+"3811","psorex","mometasone","m4q2. ","D07AC13","include"
+"3812","psorex","mometasone","m4q3. ","D07AC13","include"
+"3813","psorex","mometasone","m4q4. ","D07AC13","include"
+"3814","psorex","mometasone","m4q5. ","D07AC13","include"
+"3815","psorex","mometasone","m4q6. ","D07AC13","include"
+"3816","psorex","mometasone","m4q7. ","D07AC13","include"
+"3817","psorex","mometasone","m4q8. ","D07AC13","include"
+"3818","psorex","mometasone","m4q9. ","D07AC13","include"
+"3819","psorex","mometasone","m4qA. ","D07AC13","include"
+"3820","psorex","mometasone","m4qB. ","D07AC13","include"
+"3821","psorex","tacalcitol","m5B.. ","D05AX04","include"
+"3822","psorex","tacalcitol","m5B1. ","D05AX04","include"
+"3823","psorex","tacalcitol","m5B2. ","D05AX04","include"
+"3824","psorex","tacalcitol","m5B3. ","D05AX04","include"
+"3825","psorex","tacalcitol","m5B4. ","D05AX04","include"
+"3826","psorex","tacalcitol","m5B5. ","D05AX04","include"
+"3827","psorex","tacalcitol","m5B6. ","D05AX04","include"
+"3828","psorex","tazarotene","m5C.. ","D05AX05","include"
+"3829","psorex","tazarotene","m5C1. ","D05AX05","include"
+"3830","psorex","tazarotene","m5C2. ","D05AX05","include"
+"3831","psorex","tazarotene","m5C3. ","D05AX05","include"
+"3832","psorex","tazarotene","m5C4. ","D05AX05","include"
+"3833","psorex","tazarotene","m5C5. ","D05AX05","include"
+"3834","psorex","tazarotene","m5C6. ","D05AX05","include"
+"3835","psorex","triamcinolone","m4n.. ","D07AB09","include"
+"3836","psorex","triamcinolone","m4n1. ","D07AB09","include"
+"3837","psorex","triamcinolone","m4n2. ","D07AB09","include"
+"3838","psorex","triamcinolone","m4n3. ","D07AB09","include"
+"3839","psorex","triamcinolone","m4n4. ","D07AB09","include"
+"3840","psorex","triamcinolone","m4n5. ","D07AB09","include"
+"3841","psorex","triamcinolone","m4n6. ","D07AB09","include"
+"3842","psorex","triamcinolone","m4ny. ","D07AB09","include"
+"3843","psorex","triamcinolone","m4nz. ","D07AB09","include"
+"3844","psorex","triamcinolone and antibiotics","m4n7. ","D07CB01","include"
+"3845","psorex","triamcinolone and antibiotics","m4n9. ","D07CB01","include"
+"3846","psorex","triamcinolone and antibiotics","m4na. ","D07CB01","include"
+"3847","psorex","triamcinolone and antibiotics","m4nb. ","D07CB01","include"
+"3848","psorex","triamcinolone and antibiotics","m4ne. ","D07CB01","include"
+"3849","psorex","triamcinolone and antibiotics","m4ng. ","D07CB01","include"
+"3850","psorex","triamcinolone and antibiotics","m4nv. ","D07CB01","include"
+"3851","schiz"," ","d6... ","N05AN","include"
+"3852","schiz","lithium","d61.. ","N05AN01","include"
+"3853","schiz","lithium","d611. ","N05AN01","include"
+"3854","schiz","lithium","d612. ","N05AN01","include"
+"3855","schiz","lithium","d613. ","N05AN01","include"
+"3856","schiz","lithium","d614. ","N05AN01","include"
+"3857","schiz","lithium","d615. ","N05AN01","include"
+"3858","schiz","lithium","d616. ","N05AN01","include"
+"3859","schiz","lithium","d617. ","N05AN01","include"
+"3860","schiz","lithium","d618. ","N05AN01","include"
+"3861","schiz","lithium","d619. ","N05AN01","include"
+"3862","schiz","lithium","d61s. ","N05AN01","include"
+"3863","schiz","lithium","d61v. ","N05AN01","include"
+"3864","schiz","lithium","d61w. ","N05AN01","include"
+"3865","schiz","lithium","d61x. ","N05AN01","include"
+"3866","schiz","lithium","d61y. ","N05AN01","include"
+"3867","schiz","lithium","d61z. ","N05AN01","include"
+"3868","schiz","lithium","d62.. ","N05AN01","include"
+"3869","schiz","lithium","d621. ","N05AN01","include"
+"3870","schiz","lithium","d622. ","N05AN01","include"
+"3871","schiz","lithium","d623. ","N05AN01","include"
+"3872","schiz","lithium","d624. ","N05AN01","include"
+"3873","schiz","lithium","d625. ","N05AN01","include"
+"3874","schiz","lithium","d62w. ","N05AN01","include"
+"3875","schiz","lithium","d62x. ","N05AN01","include"
+"3876","schiz","lithium","d62y. ","N05AN01","include"
+"3877","schiz","lithium","d62z. ","N05AN01","include"
diff --git a/examples/config.json b/examples/config.json
deleted file mode 100644
index 2acfeae968ed0abe9330a98f763247e8bb1fbaaa..0000000000000000000000000000000000000000
--- a/examples/config.json
+++ /dev/null
@@ -1,38 +0,0 @@
-{
- "concept_sets": {
- "version": "v1.0.1",
- "omop": {
- "vocabulary_id": "ACMC_Example",
- "vocabulary_name": "ACMC example phenotype",
- "vocabulary_reference": "https://git.soton.ac.uk/meldb/concepts-processing/-/tree/main/examples"
- },
- "concept_set": [
- {
- "concept_set_name": "ABDO_PAIN",
- "concept_set_status": "AGREED",
- "metadata": {
- }
- }
- ]
- },
- "codes": [
- {
- "folder": "clinical-codes-org",
- "description": "Downloaded 16/11/23",
- "files": [
- {
- "file": "Symptom code lists/Abdominal pain/res176-abdominal-pain.csv",
- "columns": {
- "read2": "code",
- "metadata": [
- "description"
- ]
- },
- "concept_set": [
- "ABDO_PAIN"
- ]
- }
- ]
- }
- ]
-}
diff --git a/examples/config1.yaml b/examples/config1.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2f446aae11cb8c840c64422d15dc36a03ea1ec87
--- /dev/null
+++ b/examples/config1.yaml
@@ -0,0 +1,14 @@
+phenotype:
+ version: "v1.0.1"
+ omop:
+ vocabulary_id: "ACMC_Example"
+ vocabulary_name: "ACMC example phenotype"
+ vocabulary_reference: "https://git.soton.ac.uk/meldb/concepts-processing/-/tree/main/examples"
+ concept_sets:
+ - name: "ABDO_PAIN"
+ file:
+ path: "clinical-codes-org/Symptom code lists/Abdominal pain/res176-abdominal-pain.csv"
+ columns:
+ read2: "code"
+ metadata: {}
+
diff --git a/examples/config2.json b/examples/config2.json
deleted file mode 100644
index 42578cffdf4bbb176646406fcd596f806b507639..0000000000000000000000000000000000000000
--- a/examples/config2.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
- "concept_sets": {
- "version": "v1.0.4",
- "omop": {
- "vocabulary_id": "ACMC_Example",
- "vocabulary_name": "ACMC example phenotype",
- "vocabulary_reference": "https://www.it-innovation.soton.ac.uk/projects/meldb/concept-processing/example"
- },
- "concept_set": [
- {
- "concept_set_name": "CVD_EVENTS",
- "concept_set_status": "AGREED",
- "metadata": {}
- },
- {
- "concept_set_name": "DID_NOT_ATTEND",
- "concept_set_status": "AGREED",
- "metadata": {}
- }
- ]
- },
- "codes": [
- {
- "folder": "clinical-codes-org",
- "description": "Downloaded 16/11/23",
- "files": [
- {
- "file": "Cardiovascular events (ICD10)/res52-cardiovascular-events-icd10.csv",
- "columns": {
- "icd10": "code",
- "metadata": []
- },
- "concept_set": [
- "CVD_EVENTS"
- ]
- },
- {
- "file": "Non-attendance codes/res201-did-not-attend-appointment.csv",
- "columns": {
- "read2": "code",
- "metadata": []
- },
- "concept_set": [
- "DID_NOT_ATTEND"
- ]
- }
- ]
- }
- ]
-}
diff --git a/examples/config2.yaml b/examples/config2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..24acf969f13b58a777978b6fba258dc6e71471e6
--- /dev/null
+++ b/examples/config2.yaml
@@ -0,0 +1,19 @@
+phenotype:
+ version: "v1.0.4"
+ omop:
+ vocabulary_id: "ACMC_Example"
+ vocabulary_name: "ACMC example phenotype"
+ vocabulary_reference: "https://www.it-innovation.soton.ac.uk/projects/meldb/concept-processing/example"
+ concept_sets:
+ - name: "CVD_EVENTS"
+ file:
+ path: "clinical-codes-org/Cardiovascular events (ICD10)/res52-cardiovascular-events-icd10.csv"
+ columns:
+ icd10: "code"
+ metadata: {}
+ - name: "DID_NOT_ATTEND"
+ file:
+ path: "clinical-codes-org/Non-attendance codes/res201-did-not-attend-appointment.csv"
+ columns:
+ read2: "code"
+ metadata: {}
\ No newline at end of file
diff --git a/examples/config3.yaml b/examples/config3.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..411606a1b0390dad52c5e14e1a23ed9490d06c0d
--- /dev/null
+++ b/examples/config3.yaml
@@ -0,0 +1,38 @@
+phenotype:
+ version: "v1.0.4"
+ omop:
+ vocabulary_id: "ACMC_Example"
+ vocabulary_name: "ACMC example phenotype"
+ vocabulary_reference: "https://www.it-innovation.soton.ac.uk/projects/meldb/concept-processing/example"
+ concept_sets:
+ - name: "CVD_EVENTS"
+ file:
+ path: "clinical-codes-org/Cardiovascular events (ICD10)/res52-cardiovascular-events-icd10.csv"
+ columns:
+ icd10: "code"
+ metadata: {}
+ - name: "DID_NOT_ATTEND"
+ file:
+ path: "clinical-codes-org/Non-attendance codes/res201-did-not-attend-appointment.csv"
+ columns:
+ read2: "code"
+ metadata: {}
+ - name: "HYPERTENSION"
+ file:
+ path: "hanlon/Read_codes_for_diagnoses.csv"
+ columns:
+ read2: "Read Code"
+ category: "2"
+ actions:
+ divide_col: "MMCode"
+ metadata: {}
+ - name: "DEPRESSION"
+ file:
+ path: "hanlon/Read_codes_for_diagnoses.csv"
+ columns:
+ read2: "Read Code"
+ category: "3"
+ actions:
+ divide_col: "MMCode"
+ metadata: {}
+
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 0000000000000000000000000000000000000000..d3b89a064436f44c90ebdb4489f065b39dfa0210
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,21 @@
+site_name: ACMC Documentation
+theme:
+ name: material
+ features:
+ - navigation.tabs
+ - navigation.expand
+ - content.code.copy
+nav:
+ - Home: index.md
+ - Installation: installation.md
+ - Usage: usage.md
+ - Contributing: contributing.md
+ - API Reference: api.md
+ - Tutorials:
+ - Example 1 - Basic local phenotype: ./tutorials/example1.md
+ - Example 2 - More complex local phenotype: ./tutorials/example2.md
+ - Example 3 - Using a remote git repository: ./tutorials/example3.md
+ - Contributing: contributing.md
+ - Change Log: changelog.md
+ - Troubleshooting: troubleshooting.md
+repo_url: https://git.soton.ac.uk/meldb/concepts-processing/
diff --git a/pyproject.toml b/pyproject.toml
index aeb94388c9a0e46b0627dc71a99e322d692f6d0b..a6909823668464f612bc9eb88efa25c2c845b4dd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
[project]
name = "acmc"
-version = "0.0.2"
+version = "0.0.3"
authors = [
{ name = "Jakub Dylag", email = "j.j.dylag@soton.ac.uk" },
{ name = "Michael Boniface", email = "m.j.boniface@soton.ac.uk" }
@@ -15,28 +15,32 @@ license = { file = "LICENSE" }
requires-python = ">=3.9"
dependencies = [
- "aiosqlite==0.21.0",
- "click==8.1.8",
- "cramjam==2.9.1",
- "et-xmlfile==2.0.0",
- "fastparquet==2024.11.0",
- "fsspec==2025.2.0",
- "gitdb==4.0.12",
- "gitpython==3.1.44",
- "greenlet==3.1.1",
- "iniconfig==2.0.0",
- "lxml==5.3.1",
- "numpy<2",
- "openpyxl==3.1.5",
- "pluggy==1.5.0",
- "pyarrow==19.0.0",
- "pyomop==4.3.0",
- "tables==3.9.2",
- "pytest==8.3.4",
- "requests==2.32.3",
- "simpledbf==0.2.6",
- "smmap==5.0.2",
- "sqlalchemy==2.0.38"
+ "aiosqlite",
+ "click",
+ "cramjam",
+ "et-xmlfile",
+ "fastparquet",
+ "fsspec",
+ "gitdb",
+ "gitpython",
+ "greenlet",
+ "iniconfig",
+ "lxml",
+ "numpy",
+ "openpyxl",
+ "pandas-stubs",
+ "pluggy",
+ "pyarrow",
+ "pyomop",
+ "tables",
+ "pytest",
+ "pyyaml",
+ "requests",
+ "simpledbf",
+ "smmap",
+ "sqlalchemy",
+ "types-PyYAML",
+ "types-requests"
]
[project.scripts]
@@ -47,6 +51,29 @@ Repository = "https://git.soton.ac.uk/meldb/concepts-processing"
Documentation = "https://git.soton.ac.uk/meldb/concepts-processing/docs"
Issues = "https://git.soton.ac.uk/meldb/concepts-processing/-/issues"
+[tool.hatch.build.targets.wheel]
+packages = ["acmc"]
+
+[tool.hatch.envs.default]
+dependencies = [
+ "hatch",
+ "pytest",
+ ]
+
+[tool.hatch.envs.dev]
+dependencies = [
+ "pydocstyle",
+ "pytest",
+ "black",
+ "mypy",
+ "mkdocs",
+ "mkdocs-material",
+ "mkdocstrings"
+]
+
+[tool.hatch.envs.dev.scripts]
+check = "black . && mypy ."
+
[tool.hatch.build]
include = ["acmc/**"] # Ensure only the acmc package is included
@@ -55,15 +82,5 @@ include = [
"acmc/**",
]
-[tool.hatch.build.targets.wheel]
-packages = ["acmc"]
-[tool.hatch.envs.default]
-dependencies = [
- "hatch",
- "pytest"
- ]
-[tool.hatch.envs.default.scripts]
-dev = "python -m acmc"
-test = "pytest tests"
\ No newline at end of file
diff --git a/tests/test_acmc.py b/tests/test_acmc.py
index b53f97c9fb543acec7481f99856786659f49aade..0ad6f863f595dbe9c78acc368ff4a0bd7307648f 100644
--- a/tests/test_acmc.py
+++ b/tests/test_acmc.py
@@ -8,85 +8,150 @@ from pathlib import Path
from acmc import trud, omop, main, logging_config as lc
# setup logging
-logger = lc.setup_logger()
+lc.setup_logger()
+
@pytest.fixture
def tmp_dir():
- # Setup tmp directory
- temp_dir = Path("./tests/tmp")
- temp_dir.mkdir(parents=True, exist_ok=True)
-
- # Yield the directory path to the test function
- yield temp_dir
-
- # Remove the directory after the test finishes
- shutil.rmtree(temp_dir)
+ # Setup tmp directory
+ temp_dir = Path("./tests/tmp")
+ temp_dir.mkdir(parents=True, exist_ok=True)
+
+ # Yield the directory path to the test function
+ yield temp_dir
+
+ # Remove the directory after the test finishes
+ shutil.rmtree(temp_dir)
+
@pytest.fixture
def logger():
- logger = logging.getLogger('acmc_logger')
- logger.setLevel(logging.DEBUG)
- stream_handler = logging.StreamHandler(sys.stdout)
- logger.addHandler(stream_handler)
+ logger = logging.getLogger("acmc_logger")
+ logger.setLevel(logging.DEBUG)
+ stream_handler = logging.StreamHandler(sys.stdout)
+ logger.addHandler(stream_handler)
+
def test_phen_init_local_specified(tmp_dir, monkeypatch, caplog):
- with caplog.at_level(logging.DEBUG):
- phen_path = tmp_dir / "phen"
- monkeypatch.setattr(sys, "argv", ["main.py", "phen", "init", "-d", str(phen_path.resolve())])
- # Mock input() to return "yes" to the question about reinitialising the directory
- monkeypatch.setattr("builtins.input", lambda _: "y")
- main.main()
- assert "Phenotype initialised successfully" in caplog.text
-
-def test_phen_workflow(tmp_dir, monkeypatch, caplog):
- with caplog.at_level(logging.DEBUG):
- phen_path = tmp_dir / "phen"
- phen_path = phen_path.resolve()
- monkeypatch.setattr(sys, "argv", ["main.py", "phen", "init", "-d", str(phen_path.resolve())])
- # Mock input() to return "yes" to the question about reinitialising the directory
- monkeypatch.setattr("builtins.input", lambda _: "y")
- main.main()
- assert "Phenotype initialised successfully" in caplog.text
-
- with caplog.at_level(logging.DEBUG):
- # validate phenotype
- # copy examples across
- shutil.rmtree(phen_path / 'codes')
- ex_path = Path('./examples').resolve()
- for item in ex_path.iterdir():
- source = ex_path / item.name
- destination = phen_path / item.name
- if source.is_dir():
- shutil.copytree(source, destination)
- else:
- shutil.copy(source, destination)
-
- monkeypatch.setattr(sys, "argv", ["main.py", "phen", "validate", "-d", str(phen_path.resolve())])
- main.main()
- assert "Phenotype validated successfully" in caplog.text
-
- # map phenotype
- for code_type in ["read2", "read3", "snomed"]:
- with caplog.at_level(logging.DEBUG):
- monkeypatch.setattr(sys, "argv", ["main.py", "phen", "map", "-d", str(phen_path.resolve()), "-t", code_type])
- main.main()
- assert "Phenotype processed successfully" in caplog.text
-
- # publish phenotype
- with caplog.at_level(logging.DEBUG):
- monkeypatch.setattr(sys, "argv", ["main.py", "phen", "publish", "-d", str(phen_path.resolve())])
- main.main()
- assert "Phenotype published successfully" in caplog.text
-
- # copy phenotype'
- with caplog.at_level(logging.DEBUG):
- monkeypatch.setattr(sys, "argv", ["main.py", "phen", "copy", "-d", str(phen_path.resolve()), "-td", str(tmp_dir.resolve()), "-v", "v1.0.3"])
- main.main()
- assert "Phenotype copied successfully" in caplog.text
-
- # diff phenotype
- with caplog.at_level(logging.DEBUG):
- old_path = tmp_dir / "v1.0.3"
- monkeypatch.setattr(sys, "argv", ["main.py", "phen", "diff", "-d", str(phen_path.resolve()), "-old", str(old_path.resolve())])
- main.main()
- assert "Phenotypes diff'd successfully" in caplog.text
+ with caplog.at_level(logging.DEBUG):
+ phen_path = tmp_dir / "phen"
+ monkeypatch.setattr(
+ sys, "argv", ["main.py", "phen", "init", "-d", str(phen_path.resolve())]
+ )
+ # Mock input() to return "yes" to the question about reinitialising the directory
+ monkeypatch.setattr("builtins.input", lambda _: "y")
+ main.main()
+ assert "Phenotype initialised successfully" in caplog.text
+
+
+# TODO: This test will need to be refactored so that the expected outputs match the config files
+# right now it just tests that it runs successfully and does not check the contents of the output
+@pytest.mark.parametrize(
+ "config_file",
+ [
+ ("config1.yaml"), # config.yaml test case
+ ("config2.yaml"), # config.yaml test case
+ ("config3.yaml"), # config.yaml test case
+ ],
+)
+def test_phen_workflow(tmp_dir, monkeypatch, caplog, config_file):
+ print(f"Temporary directory: {tmp_dir}") # Prints path for debugging
+
+ with caplog.at_level(logging.DEBUG):
+ phen_path = tmp_dir / "phen"
+ phen_path = phen_path.resolve()
+ monkeypatch.setattr(
+ sys, "argv", ["main.py", "phen", "init", "-d", str(phen_path.resolve())]
+ )
+ # Mock input() to return "yes" to the question about reinitialising the directory
+ monkeypatch.setattr("builtins.input", lambda _: "y")
+ main.main()
+ assert "Phenotype initialised successfully" in caplog.text
+
+ with caplog.at_level(logging.DEBUG):
+ # validate phenotype
+ # copy examples across
+ shutil.rmtree(phen_path / "codes")
+ ex_path = Path("./examples").resolve()
+ for item in ex_path.iterdir():
+ source = ex_path / item.name
+ destination = phen_path / item.name
+ if source.is_dir():
+ shutil.copytree(source, destination)
+ else:
+ shutil.copy(source, destination)
+
+ # copy the test file to configuration
+ shutil.copy(phen_path / config_file, phen_path / "config.yaml")
+
+ monkeypatch.setattr(
+ sys, "argv", ["main.py", "phen", "validate", "-d", str(phen_path.resolve())]
+ )
+ main.main()
+ assert "Phenotype validated successfully" in caplog.text
+
+ # map phenotype
+ for code_type in ["read2", "read3", "snomed"]:
+ with caplog.at_level(logging.DEBUG):
+ monkeypatch.setattr(
+ sys,
+ "argv",
+ [
+ "main.py",
+ "phen",
+ "map",
+ "-d",
+ str(phen_path.resolve()),
+ "-t",
+ code_type,
+ ],
+ )
+ main.main()
+ assert "Phenotype processed successfully" in caplog.text
+
+ # publish phenotype
+ with caplog.at_level(logging.DEBUG):
+ monkeypatch.setattr(
+ sys, "argv", ["main.py", "phen", "publish", "-d", str(phen_path.resolve())]
+ )
+ main.main()
+ assert "Phenotype published successfully" in caplog.text
+
+ # copy phenotype'
+ with caplog.at_level(logging.DEBUG):
+ monkeypatch.setattr(
+ sys,
+ "argv",
+ [
+ "main.py",
+ "phen",
+ "copy",
+ "-d",
+ str(phen_path.resolve()),
+ "-td",
+ str(tmp_dir.resolve()),
+ "-v",
+ "v1.0.3",
+ ],
+ )
+ main.main()
+ assert "Phenotype copied successfully" in caplog.text
+
+ # diff phenotype
+ with caplog.at_level(logging.DEBUG):
+ old_path = tmp_dir / "v1.0.3"
+ monkeypatch.setattr(
+ sys,
+ "argv",
+ [
+ "main.py",
+ "phen",
+ "diff",
+ "-d",
+ str(phen_path.resolve()),
+ "-old",
+ str(old_path.resolve()),
+ ],
+ )
+ main.main()
+ assert "Phenotypes diff'd successfully" in caplog.text