diff --git a/build_icd10_organ_label_mapping.py b/build_icd10_organ_label_mapping.py new file mode 100644 index 0000000..0b3745b --- /dev/null +++ b/build_icd10_organ_label_mapping.py @@ -0,0 +1,137 @@ +from __future__ import annotations + +import csv +import re +from pathlib import Path + + +LABELS = Path("labels.csv") +OUT = Path("icd10_organ_label_mapping.csv") + + +ICD10_CHAPTERS = [ + ("A00", "B99", "I", "Certain infectious and parasitic diseases", "infection_immune"), + ("C00", "D48", "II", "Neoplasms", "neoplasm"), + ("D50", "D89", "III", "Diseases of the blood and immune mechanism", "hematologic_immune"), + ("E00", "E90", "IV", "Endocrine, nutritional and metabolic diseases", "metabolic_endocrine"), + ("F00", "F99", "V", "Mental and behavioural disorders", "mental_behavioral"), + ("G00", "G99", "VI", "Diseases of the nervous system", "neurologic"), + ("H00", "H59", "VII", "Diseases of the eye and adnexa", "sensory_eye"), + ("H60", "H95", "VIII", "Diseases of the ear and mastoid process", "sensory_ear"), + ("I00", "I99", "IX", "Diseases of the circulatory system", "cardiovascular"), + ("J00", "J99", "X", "Diseases of the respiratory system", "respiratory"), + ("K00", "K93", "XI", "Diseases of the digestive system", "digestive_liver"), + ("L00", "L99", "XII", "Diseases of the skin and subcutaneous tissue", "skin_soft_tissue"), + ("M00", "M99", "XIII", "Diseases of the musculoskeletal system", "musculoskeletal"), + ("N00", "N99", "XIV", "Diseases of the genitourinary system", "genitourinary_renal"), + ("O00", "O99", "XV", "Pregnancy, childbirth and puerperium", "pregnancy_reproductive"), + ("P00", "P96", "XVI", "Certain conditions originating in the perinatal period", "perinatal"), + ("Q00", "Q99", "XVII", "Congenital malformations", "congenital"), + ("R00", "R99", "XVIII", "Symptoms, signs and abnormal findings", "symptoms_findings"), + ("S00", "T98", "XIX", "Injury, poisoning and external causes", "injury_poisoning"), + ("V01", "Y98", "XX", "External causes of morbidity and mortality", "external_causes"), + ("Z00", "Z99", "XXI", "Factors influencing health status", "health_status_factors"), + ("U00", "U99", "XXII", "Codes for special purposes", "special_purpose"), +] + + +ORGAN_OVERRIDES = [ + ("I60", "I69", "brain_vascular"), + ("N17", "N19", "kidney"), + ("K70", "K77", "liver"), + ("E10", "E14", "diabetes_metabolic"), + ("F00", "F09", "cognition_neuropsychiatric"), + ("G30", "G32", "cognition_neurodegenerative"), + ("H53", "H54", "sensory_vision"), + ("H90", "H91", "sensory_hearing"), + ("J40", "J47", "chronic_respiratory"), + ("C00", "D48", "neoplasm"), +] + + +def _code_key(code: str) -> tuple[str, int, str]: + code = code.strip().upper() + match = re.match(r"^([A-Z])(\d{2})(?:\.?([A-Z0-9]+))?", code) + if not match: + raise ValueError(f"Invalid ICD-10 code: {code!r}") + letter, number, suffix = match.groups() + return letter, int(number), suffix or "" + + +def _code_in_range(code: str, start: str, end: str) -> bool: + c_letter, c_num, _ = _code_key(code) + s_letter, s_num, _ = _code_key(start) + e_letter, e_num, _ = _code_key(end) + if s_letter == e_letter: + return c_letter == s_letter and s_num <= c_num <= e_num + return (s_letter < c_letter < e_letter) or ( + c_letter == s_letter and c_num >= s_num + ) or (c_letter == e_letter and c_num <= e_num) + + +def _chapter_for_code(code: str) -> tuple[str, str, str]: + if not re.match(r"^[A-Z]\d{2}", code.strip().upper()): + return "", "", "unmapped" + for start, end, chapter_id, chapter_name, default_system in ICD10_CHAPTERS: + if _code_in_range(code, start, end): + return chapter_id, chapter_name, default_system + return "", "", "unmapped" + + +def _organ_system_for_code(code: str, default_system: str) -> str: + if default_system == "unmapped": + return "unmapped" + for start, end, organ_system in ORGAN_OVERRIDES: + if _code_in_range(code, start, end): + return organ_system + return default_system + + +def main() -> None: + rows = [] + with LABELS.open(encoding="utf-8") as f: + for i, line in enumerate(f): + line = line.strip() + if not line: + continue + parts = line.split(maxsplit=1) + code = parts[0].strip().upper() + name = parts[1].strip() if len(parts) > 1 else "" + chapter_id, chapter_name, default_system = _chapter_for_code(code) + organ_system = _organ_system_for_code(code, default_system) + rows.append( + { + "token_id": i + 3, + "label_code": code, + "label_name": name, + "icd10_chapter_id": chapter_id, + "icd10_chapter_name": chapter_name, + "organ_system": organ_system, + "organ_weight": 1.0 if organ_system != "unmapped" else 0.0, + "match_source": "icd10_chapter_range", + } + ) + + fieldnames = [ + "token_id", + "label_code", + "label_name", + "icd10_chapter_id", + "icd10_chapter_name", + "organ_system", + "organ_weight", + "match_source", + ] + with OUT.open("w", newline="", encoding="utf-8-sig") as f: + writer = csv.DictWriter(f, fieldnames=fieldnames) + writer.writeheader() + writer.writerows(rows) + + print(f"labels: {len(rows)}") + print(f"output: {OUT}") + systems = sorted({row["organ_system"] for row in rows}) + print("organ_systems:", ", ".join(systems)) + + +if __name__ == "__main__": + main() diff --git a/cihi_hfrm_label_mapping.csv b/cihi_hfrm_label_mapping.csv new file mode 100644 index 0000000..ffa90b3 --- /dev/null +++ b/cihi_hfrm_label_mapping.csv @@ -0,0 +1,306 @@ +token_id,label_code,label_name,hfrm_category_id,hfrm_category,hfrm_key_area,hfrm_category_weight,hfrm_normalized_weight,n_matched_hfrm_codes,matched_hfrm_codes,matched_hfrm_code_descriptions,match_types,source_pdf +7,A04,(other bacterial intestinal infections),20,Infections,Other,1.0,0.027777777777777776,1,A04,A04: Other bacterial intestinal infections,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +11,A08,(viral and other specified intestinal infections),20,Infections,Other,1.0,0.027777777777777776,1,A08,A08: Viral and other specified intestinal infections,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +12,A09,(diarrhoea and gastro-enteritis of presumed infectious origin),16,Gastrointestinal,Morbidity,1.0,0.027777777777777776,1,A09,A09: Other gastroenteritis and colitis of infectious and,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +35,A40,(streptococcal septicaemia),20,Infections,Other,1.0,0.027777777777777776,1,A40,A40: Streptococcal sepsis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +36,A41,(other septicaemia),20,Infections,Other,1.0,0.027777777777777776,1,A41,A41: Other sepsis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +41,A48,"(other bacterial diseases, not elsewhere classified)",20,Infections,Other,1.0,0.027777777777777776,1,A48.8,A48.8: Other specified bacterial diseases,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +42,A49,(bacterial infection of unspecified site),20,Infections,Other,1.0,0.027777777777777776,5,A49.0;A49.1;A49.2;A49.8;A49.9,"A49.0: Staphylococcal infection, unspecified site | A49.1: Streptococcal and enterococcal infection, unspecified site | A49.2: Haemophilus influenzae infection, unspecified site | A49.8: Other bacterial infections of unspecified site | A49.9: Bacterial infection, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +158,B95,(streptococcus and staphylococcus as the cause of diseases classified to other chapters),20,Infections,Other,1.0,0.027777777777777776,1,B95,B95: Streptococcus and staphylococcus as the cause of disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +159,B96,(other bacterial agents as the cause of diseases classified to other chapters),20,Infections,Other,1.0,0.027777777777777776,1,B96,B96: Other specified bacterial agents as the cause of diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +160,B97,(viral agents as the cause of diseases classified to other chapters),20,Infections,Other,1.0,0.027777777777777776,1,B97,B97: Viral agents as the cause of diseases classified to,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +176,D64,(other anaemias),1,Anemia,Morbidity,1.0,0.027777777777777776,1,D64,D64: Other anaemias,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +198,E02,(subclinical iodine-deficiency hypothyroidism),11,Endocrine,Other,1.0,0.027777777777777776,1,E02,E02: Subclinical iodine-deficiency hypothyroidism,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +199,E03,(other hypothyroidism),11,Endocrine,Other,1.0,0.027777777777777776,1,E03,E03: Other hypothyroidism,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +200,E04,(other non-toxic goitre),11,Endocrine,Other,1.0,0.027777777777777776,1,E04,E04: Other nontoxic goitre,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +201,E05,(thyrotoxicosis [hyperthyroidism]),11,Endocrine,Other,1.0,0.027777777777777776,1,E05,E05: Thyrotoxicosis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +202,E06,(thyroiditis),11,Endocrine,Other,1.0,0.027777777777777776,1,E06,E06: Thyroiditis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +203,E07,(other disorders of thyroid),11,Endocrine,Other,1.0,0.027777777777777776,1,E07,E07: Other disorders of thyroid,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +204,E10,(insulin-dependent diabetes mellitus),9,Diabetes,Morbidity,1.0,0.027777777777777776,1,E10,E10: Type 1 diabetes mellitus,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +205,E11,(non-insulin-dependent diabetes mellitus),9,Diabetes,Morbidity,1.0,0.027777777777777776,1,E11,E11: Type 2 diabetes mellitus,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +207,E13,(other specified diabetes mellitus),9,Diabetes,Morbidity,1.0,0.027777777777777776,1,E13,E13: Other specified diabetes mellitus,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +208,E14,(unspecified diabetes mellitus),9,Diabetes,Morbidity,1.0,0.027777777777777776,1,E14,E14: Unspecified diabetes mellitus,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +210,E16,(other disorders of pancreatic internal secretion),11,Endocrine,Other,1.0,0.027777777777777776,1,E16,E16: Other disorders of pancreatic internal secretion,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +211,E20,(hypoparathyroidism),11,Endocrine,Other,1.0,0.027777777777777776,1,E20.9,"E20.9: Hypoparathyroidism, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +212,E21,(hyperparathyroidism and other disorders of parathyroid gland),11,Endocrine,Other,1.0,0.027777777777777776,5,E21.0;E21.1;E21.2;E21.3;E21.4,"E21.0: Primary hyperparathyroidism | E21.1: Secondary hyperparathyroidism, not elsewhere classified | E21.2: Other hyperparathyroidism | E21.3: Hyperparathyroidism, unspecified | E21.4: Other specified disorders of parathyroid gland",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +213,E22,(hyperfunction of pituitary gland),11,Endocrine,Other,1.0,0.027777777777777776,1,E22.2,E22.2: Syndrome of inappropriate secretions of antidiuretic hormone,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +214,E23,(hypofunction and other disorders of pituitary gland),11,Endocrine,Other,1.0,0.027777777777777776,2,E23.0;E23.2,E23.0: Hypopituitarism | E23.2: Diabetes insipidus,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +218,E27,(other disorders of adrenal gland),11,Endocrine,Other,1.0,0.027777777777777776,7,E27.1;E27.2;E27.3;E27.4;E27.5;E27.8;E27.9,"E27.1: Primary adrenocortical insufficiency | E27.2: Addisonian crisis | E27.3: Drug-induced adrenocortical insufficiency | E27.4: Other and unspecified adrenocortical insufficiency | E27.5: Adrenomedullary hyperfunction | E27.8: Other specified disorders of adrenal gland | E27.9: Disorder of adrenal gland, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +223,E32,(diseases of thymus),11,Endocrine,Other,1.0,0.027777777777777776,1,E32.8,E32.8: Other diseases of thymus,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +224,E34,(other endocrine disorders),11,Endocrine,Other,1.0,0.027777777777777776,2,E34.0;E34.9,"E34.0: Carcinoid syndrome | E34.9: Endocrine disorder, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +226,E41,(nutritional marasmus),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,E41,E41: Nutritional marasmus,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +227,E43,(unspecified severe protein-energy malnutrition),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,E43,E43: Unspecified severe protein-energy malnutrition,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +228,E44,(protein-energy malnutrition of moderate and mild degree),25,Nutrition and wasting,Other,1.0,0.027777777777777776,2,E44.0;E44.1,E44.0: Moderate protein-energy malnutrition | E44.1: Mild protein-energy malnutrition,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +230,E46,(unspecified protein-energy malnutrition),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,E46,E46: Unspecified protein-energy malnutrition,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +234,E53,(deficiency of other b group vitamins),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,E53,E53: Deficiency of other B group vitamins,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +236,E55,(vitamin d deficiency),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,E55,E55: Vitamin D deficiency,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +242,E63,(other nutritional deficiencies),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,E63.9,"E63.9: Nutritional deficiency, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +259,E83,(disorders of mineral metabolism),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,E83,E83: Disorders of mineral metabolism,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +261,E85,(amyloidosis),28,Other frailty conditions and diseases,Other,1.0,0.027777777777777776,3,E85.3;E85.4;E85.9,"E85.3: Secondary systemic amyloidosis | E85.4: Organ-limited amyloidosis | E85.9: Amyloidosis, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +262,E86,(volume depletion),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,E86,E86: Volume depletion,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +263,E87,"(other disorders of fluid, electrolyte and acid-base balance)",25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,E87,"E87: Other disorders of fluid, electrolyte, and acid-base balance",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +266,F00,(dementia in alzheimer's disease),8,Dementia and Alzheimer's,Cognition and mood,1.0,0.027777777777777776,1,F00,F00: Dementia in Alzheimer’s disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +267,F01,(vascular dementia),8,Dementia and Alzheimer's,Cognition and mood,1.0,0.027777777777777776,1,F01,F01: Vascular dementia,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +268,F02,(dementia in other diseases classified elsewhere),8,Dementia and Alzheimer's,Cognition and mood,1.0,0.027777777777777776,1,F02,F02: Dementia in other diseases classified elsewhere,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +269,F03,(unspecified dementia),8,Dementia and Alzheimer's,Cognition and mood,1.0,0.027777777777777776,1,F03,F03: Unspecified dementia,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +271,F05,"(delirium, not induced by alcohol and other psychoactive substances)",6,Delirium,Cognition and mood,1.0,0.027777777777777776,1,F05,"F05: Delirium, not induced by alcohol and other",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +272,F06,(other mental disorders due to brain damage and dysfunction and to physical disease),12,Epilepsy,Other,1.0,0.027777777777777776,1,F06.8,F06.8: Other specified mental disorders due to brain damage,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +272,F06,(other mental disorders due to brain damage and dysfunction and to physical disease),27,Other cognitive disorders,Cognition and mood,1.0,0.027777777777777776,1,F06.7,F06.7: Mild cognitive disorder,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +278,F13,(mental and behavioural disorders due to use of sedatives or hypnotics),6,Delirium,Cognition and mood,1.0,0.027777777777777776,1,F13.4,F13.4: Mental and behavioral disorders due to use of sedatives,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +287,F22,(persistent delusional disorders),7,Delusions and hallucinations,Cognition and mood,1.0,0.027777777777777776,1,F22,F22: Persistent delusional disorders,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +295,F32,(depressive episode),22,Mood disorders,Cognition and mood,1.0,0.027777777777777776,1,F32,F32: Depressive episode,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +301,F41,(other anxiety disorders),22,Mood disorders,Cognition and mood,1.0,0.027777777777777776,1,F41,F41: Other anxiety disorders,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +305,F45,(somatoform disorders),30,Pain,Other,1.0,0.027777777777777776,1,F45.4,F45.4: Persistent somatoform pain disorder,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +328,F80,(specific developmental disorders of speech and language),27,Other cognitive disorders,Cognition and mood,1.0,0.027777777777777776,3,F80.1;F80.2;F80.3,F80.1: Expressive language disorder | F80.2: Receptive language disorder | F80.3: Acquired aphasia with epilepsy [Landau-Kleffner],hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +355,G12,(spinal muscular atrophy and related syndromes),28,Other frailty conditions and diseases,Other,1.0,0.027777777777777776,1,G12.20,G12.20: Amyotrophic lateral sclerosis,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +358,G20,(parkinson's disease),28,Other frailty conditions and diseases,Other,1.0,0.027777777777777776,1,G20,G20: Parkinson’s disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +359,G21,(secondary parkinsonism),28,Other frailty conditions and diseases,Other,1.0,0.027777777777777776,1,G21,G21: Secondary parkinsonism,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +360,G22,(parkinsonism in diseases classified elsewhere),28,Other frailty conditions and diseases,Other,1.0,0.027777777777777776,1,G22,G22: Parkinsonism in diseases classified elsewhere,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +364,G30,(alzheimer's disease),8,Dementia and Alzheimer's,Cognition and mood,1.0,0.027777777777777776,1,G30,G30: Alzheimer’s disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +365,G31,"(other degenerative diseases of nervous system, not elsewhere classified)",8,Dementia and Alzheimer's,Cognition and mood,1.0,0.027777777777777776,3,G31.00;G31.02;G31.1,"G31.00: Pick’s disease | G31.02: Frontal lobe dementia | G31.1: Senile degeneration of brain, not elsewhere specified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +365,G31,"(other degenerative diseases of nervous system, not elsewhere classified)",27,Other cognitive disorders,Cognition and mood,1.0,0.027777777777777776,1,G31.01,G31.01: Progressive isolated aphasia [Mesulam],hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +367,G35,(multiple sclerosis),28,Other frailty conditions and diseases,Other,1.0,0.027777777777777776,1,G35,G35: Multiple sclerosis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +370,G40,(epilepsy),12,Epilepsy,Other,1.0,0.027777777777777776,1,G40,G40: Epilepsy,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +374,G45,(transient cerebral ischaemic attacks and related syndromes),5,Cerebrovascular,Morbidity,1.0,0.027777777777777776,1,G45,G45: Transient cerebral ischaemic attacks and related syndromes,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +376,G47,(sleep disorders),27,Other cognitive disorders,Cognition and mood,1.0,0.027777777777777776,5,G47.0;G47.1;G47.2;G47.8;G47.9,"G47.0: Disorders of initiating and maintaining sleep | G47.1: Disorders of excessive somnolence [hypersomnias] | G47.2: Disorders of the sleep-wake schedule | G47.8: Other sleep disorders | G47.9: Sleep disorder, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +377,G50,(disorders of trigeminal nerve),30,Pain,Other,1.0,0.027777777777777776,1,G50.0,G50.0: Trigeminal neuralgia,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +397,G81,(hemiplegia),23,Movement and immobility,Function,1.0,0.027777777777777776,1,G81,G81: Hemiplegia,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +398,G82,(paraplegia and tetraplegia),23,Movement and immobility,Function,1.0,0.027777777777777776,1,G82,G82: Paraplegia and tetraplegia,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +439,H40,(glaucoma),33,Sensory impairment,Sensory loss,1.0,0.027777777777777776,1,H40,H40: Glaucoma,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +440,H42,(glaucoma in diseases classified elsewhere),33,Sensory impairment,Sensory loss,1.0,0.027777777777777776,1,H42,H42: Glaucoma in diseases classified elsewhere,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +451,H53,(visual disturbances),33,Sensory impairment,Sensory loss,1.0,0.027777777777777776,1,H53,H53: Visual disturbances,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +452,H54,(blindness and low vision),33,Sensory impairment,Sensory loss,1.0,0.027777777777777776,1,H54,H54: Visual impairment including blindness,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +454,H57,(other disorders of eye and adnexa),30,Pain,Other,1.0,0.027777777777777776,1,H57.1,H57.1: Ocular pain,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +472,H81,(disorders of vestibular function),23,Movement and immobility,Function,1.0,0.027777777777777776,1,H81,H81: Disorders of vestibular function,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +474,H83,(other diseases of inner ear),33,Sensory impairment,Sensory loss,1.0,0.027777777777777776,1,H83.3,H83.3: Noise effects on inner ear,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +476,H91,(other hearing loss),33,Sensory impairment,Sensory loss,1.0,0.027777777777777776,1,H91,H91: Other hearing loss,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +477,H92,(otalgia and effusion of ear),30,Pain,Other,1.0,0.027777777777777776,1,H92.0,H92.0: Otalgia,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +484,I05,(rheumatic mitral valve diseases),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I05,I05: Rheumatic mitral valve diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +485,I06,(rheumatic aortic valve diseases),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I06,I06: Rheumatic aortic valve diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +486,I07,(rheumatic tricuspid valve diseases),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I07,I07: Rheumatic tricuspid valve diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +487,I08,(multiple valve diseases),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I08,I08: Multiple valve diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +488,I09,(other rheumatic heart diseases),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I09.0,I09.0: Rheumatic myocarditis,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +489,I10,(essential (primary) hypertension),18,Hypo- and hypertension,Morbidity,1.0,0.027777777777777776,1,I10,I10: Essential (primary) hypertension,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +490,I11,(hypertensive heart disease),18,Hypo- and hypertension,Morbidity,1.0,0.027777777777777776,1,I11,I11: Hypertensive heart disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +491,I12,(hypertensive renal disease),18,Hypo- and hypertension,Morbidity,1.0,0.027777777777777776,1,I12,I12: Hypertensive renal disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +492,I13,(hypertensive heart and renal disease),18,Hypo- and hypertension,Morbidity,1.0,0.027777777777777776,1,I13,I13: Hypertensive heart and renal disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +493,I15,(secondary hypertension),18,Hypo- and hypertension,Morbidity,1.0,0.027777777777777776,1,I15,I15: Secondary hypertension,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +499,I25,(chronic ischaemic heart disease),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I25.1,I25.1: Atherosclerotic heart disease,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +500,I26,(pulmonary embolism),34,Thrombosis and embolism,Morbidity,1.0,0.027777777777777776,1,I26,I26: Pulmonary embolism,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +507,I34,(nonrheumatic mitral valve disorders),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I34,I34: Nonrheumatic mitral valve disorders,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +508,I35,(nonrheumatic aortic valve disorders),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I35,I35: Nonrheumatic aortic valve disorders,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +509,I36,(nonrheumatic tricuspid valve disorders),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I36,I36: Nonrheumatic tricuspid valve disorders,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +510,I37,(pulmonary valve disorders),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I37,I37: Pulmonary valve disorders,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +511,I38,"(endocarditis, valve unspecified)",4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I38,"I38: Endocarditis, valve unspecified",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +512,I39,(endocarditis and heart valve disorders in diseases classified elsewhere),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I39,I39: Endocarditis and heart valve disorders in diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +515,I42,(cardiomyopathy),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I42,I42: Cardiomyopathy,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +516,I43,(cardiomyopathy in diseases classified elsewhere),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I43,I43: Cardiomyopathy in diseases classified elsewhere,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +520,I47,(paroxysmal tachycardia),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I47,I47: Paroxysmal tachycardia,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +521,I48,(atrial fibrillation and flutter),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I48,I48: Atrial fibrillation and flutter,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +522,I49,(other cardiac arrhythmias),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I49,I49: Other cardiac arrhythmias,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +523,I50,(heart failure),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,3,I50.0;I50.1;I50.9,"I50.0: Congestive heart failure | I50.1: Left ventricular failure | I50.9: Heart failure, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +526,I60,(subarachnoid haemorrhage),5,Cerebrovascular,Morbidity,1.0,0.027777777777777776,1,I60,I60: Subarachnoid haemorrhage,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +527,I61,(intracerebral haemorrhage),5,Cerebrovascular,Morbidity,1.0,0.027777777777777776,1,I61,I61: Intracerebral haemorrhage,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +529,I63,(cerebral infarction),5,Cerebrovascular,Morbidity,1.0,0.027777777777777776,8,I63.0;I63.1;I63.2;I63.3;I63.4;I63.5;I63.8;I63.9,"I63.0: Cerebral infarction due to thrombosis of precerebral arteries | I63.1: Cerebral infarction due to embolism of precerebral arteries | I63.2: Cerebral infarction due to unspecified occlusion or stenosis | I63.3: Cerebral infarction due to thrombosis of cerebral arteries | I63.4: Cerebral infarction due to embolism of cerebral arteries | I63.5: Cerebral infarction due to unspecified occlusion or stenosis | I63.8: Other cerebral infarction | I63.9: Cerebral infarction, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +530,I64,"(stroke, not specified as haemorrhage or infarction)",5,Cerebrovascular,Morbidity,1.0,0.027777777777777776,1,I64,"I64: Stroke, not specified as haemorrhage or infarction",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +535,I69,(sequelae of cerebrovascular disease),5,Cerebrovascular,Morbidity,1.0,0.027777777777777776,1,I69,I69: Sequelae of cerebrovascular disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +536,I70,(atherosclerosis),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I70,I70: Atherosclerosis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +537,I71,(aortic aneurysm and dissection),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,4,I71.3;I71.4;I71.5;I71.6,"I71.3: Abdominal aortic aneurysm, ruptured | I71.4: Abdominal aortic aneurysm, without mention of rupture | I71.5: Thoracoabdominal aortic aneurysm, ruptured | I71.6: Thoracoabdominal aortic aneurysm, without mention",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +538,I72,(other aneurysm),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,4,I72.1;I72.2;I72.3;I72.4,I72.1: Aneurysm and dissection of artery of upper extremity | I72.2: Aneurysm and dissection of renal artery | I72.3: Aneurysm and dissection of iliac artery | I72.4: Aneurysm and dissection of artery of lower extremity,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +539,I73,(other peripheral vascular diseases),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,I73,I73: Other peripheral vascular diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +544,I80,(phlebitis and thrombophlebitis),34,Thrombosis and embolism,Morbidity,1.0,0.027777777777777776,1,I80,I80: Phlebitis and thrombophlebitis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +545,I81,(portal vein thrombosis),34,Thrombosis and embolism,Morbidity,1.0,0.027777777777777776,1,I81,I81: Portal vein thrombosis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +546,I82,(other venous embolism and thrombosis),34,Thrombosis and embolism,Morbidity,1.0,0.027777777777777776,4,I82.2;I82.3;I82.8;I82.9,I82.2: Embolism and thrombosis of vena cava | I82.3: Embolism and thrombosis of renal vein | I82.8: Embolism and thrombosis of other specified veins | I82.9: Embolism and thrombosis of unspecified vein,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +554,I95,(hypotension),18,Hypo- and hypertension,Morbidity,1.0,0.027777777777777776,1,I95,I95: Hypotension,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +587,J39,(other diseases of upper respiratory tract),30,Pain,Other,1.0,0.027777777777777776,1,J39.2,J39.2: Other diseases of pharynx,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +588,J40,"(bronchitis, not specified as acute or chronic)",32,Respiratory,Morbidity,1.0,0.027777777777777776,1,J40,"J40: Bronchitis, not specified as acute or chronic",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +589,J41,(simple and mucopurulent chronic bronchitis),32,Respiratory,Morbidity,1.0,0.027777777777777776,1,J41,J41: Simple and mucopurulent chronic bronchitis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +590,J42,(unspecified chronic bronchitis),32,Respiratory,Morbidity,1.0,0.027777777777777776,1,J42,J42: Unspecified chronic bronchitis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +591,J43,(emphysema),32,Respiratory,Morbidity,1.0,0.027777777777777776,1,J43,J43: Emphysema,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +592,J44,(other chronic obstructive pulmonary disease),32,Respiratory,Morbidity,1.0,0.027777777777777776,1,J44,J44: Other chronic obstructive pulmonary disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +593,J45,(asthma),32,Respiratory,Morbidity,1.0,0.027777777777777776,1,J45,J45: Asthma,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +595,J47,(bronchiectasis),32,Respiratory,Morbidity,1.0,0.027777777777777776,1,J47,J47: Bronchiectasis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +604,J69,(pneumonitis due to solids and liquids),32,Respiratory,Morbidity,1.0,0.027777777777777776,1,J69,J69: Pneumonitis due to solids and liquids,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +618,J96,"(respiratory failure, not elsewhere classified)",32,Respiratory,Morbidity,1.0,0.027777777777777776,1,J96,"J96: Respiratory failure, not elsewhere classified",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +631,K10,(other diseases of jaws),30,Pain,Other,1.0,0.027777777777777776,1,K10.8,K10.8: Other specified diseases of jaws,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +634,K13,(other diseases of lip and oral mucosa),30,Pain,Other,1.0,0.027777777777777776,1,K13.7,K13.7: Other and unspecified lesions of oral mucosa,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +635,K14,(diseases of tongue),30,Pain,Other,1.0,0.027777777777777776,1,K14.6,K14.6: Glossodynia,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +641,K26,(duodenal ulcer),16,Gastrointestinal,Morbidity,1.0,0.027777777777777776,1,K26,K26: Duodenal ulcer,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +644,K29,(gastritis and duodenitis),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,K29.0,K29.0: Acute haemorrhagic gastritis,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +660,K52,(other non-infective gastro-enteritis and colitis),16,Gastrointestinal,Morbidity,1.0,0.027777777777777776,1,K52,K52: Other noninfective gastroenteritis and colitis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +661,K55,(vascular disorders of intestine),4,Cardiac and vascular,Morbidity,1.0,0.027777777777777776,1,K55.1,K55.1: Chronic vascular disorders of intestine,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +665,K59,(other functional intestinal disorders),16,Gastrointestinal,Morbidity,1.0,0.027777777777777776,1,K59,K59: Other functional intestinal disorders,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +668,K62,(other diseases of anus and rectum),30,Pain,Other,1.0,0.027777777777777776,1,K62.8,K62.8: Other specified diseases of anus and rectum,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +696,L03,(cellulitis),20,Infections,Other,1.0,0.027777777777777776,1,L03,L03: Cellulitis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +699,L08,(other local infections of skin and subcutaneous tissue),20,Infections,Other,1.0,0.027777777777777776,1,L08,L08: Other local infections of skin and subcutaneous tissue,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +754,L89,(decubitus ulcer),35,Ulcers and soft tissue disorders,Other,1.0,0.027777777777777776,1,L89,L89: Decubitus [pressure] ulcer and pressure area,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +761,L97,"(ulcer of lower limb, not elsewhere classified)",35,Ulcers and soft tissue disorders,Other,1.0,0.027777777777777776,1,L97,"L97: Ulcer of the lower limb, not elsewhere classified",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +762,L98,"(other disorders of skin and subcutaneous tissue, not elsewhere classified)",35,Ulcers and soft tissue disorders,Other,1.0,0.027777777777777776,3,L98.4;L98.8;L98.9,"L98.4: Chronic ulcer of skin, not elsewhere classified | L98.8: Other specified disorders of skin and subcutaneous tissue | L98.9: Disorder of skin and subcutaneous tissue, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +766,M02,(reactive arthropathies),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M02,M02: Reactive arthropathies,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +767,M03,(postinfective and reactive arthropathies in diseases classified elsewhere),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M03,M03: Postinfective and reactive arthropathies in diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +768,M05,(seropositive rheumatoid arthritis),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M05,M05: Seropositive rheumatoid arthritis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +769,M06,(other rheumatoid arthritis),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M06,M06: Other rheumatoid arthritis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +770,M07,(psoriatic and enteropathic arthropathies),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M07,M07: Psoriatic and enteropathic arthropathies,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +773,M10,(gout),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M10,M10: Gout,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +774,M11,(other crystal arthropathies),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M11,M11: Other crystal arthropathies,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +775,M12,(other specific arthropathies),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,4,M12.0;M12.3;M12.5;M12.8,"M12.0: Chronic postrheumatic arthropathy [Jaccoud] | M12.3: Palindromic rheumatism | M12.5: Traumatic arthropathy | M12.8: Other specific arthropathies, not elsewhere classified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +776,M13,(other arthritis),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,4,M13.0;M13.1;M13.8;M13.9,"M13.0: Polyarthritis, unspecified | M13.1: Monoarthritis, not elsewhere classified | M13.8: Other specified arthritis | M13.9: Arthritis, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +777,M14,(arthropathies in other diseases classified elsewhere),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M14,M14: Arthropathies in other diseases classified elsewhere,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +778,M15,(polyarthrosis),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M15,M15: Polyarthrosis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +779,M16,(coxarthrosis [arthrosis of hip]),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M16,M16: Coxarthrosis [arthrosis of hip],exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +780,M17,(gonarthrosis [arthrosis of knee]),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M17,M17: Gonarthrosis [arthrosis of knee],exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +781,M18,(arthrosis of first carpometacarpal joint),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M18,M18: Arthrosis of first carpometacarpal joint,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +782,M19,(other arthrosis),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M19,M19: Other arthrosis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +788,M25,"(other joint disorders, not elsewhere classified)",24,Musculoskeletal,Function,1.0,0.027777777777777776,1,M25,"M25: Other joint disorders, not elsewhere classified",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +788,M25,"(other joint disorders, not elsewhere classified)",30,Pain,Other,1.0,0.027777777777777776,1,M25.5,M25.5: Pain in joint,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +790,M31,(other necrotising vasculopathies),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M31.5,M31.5: Giant cell arteritis with polymyalgia rheumatica,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +791,M32,(systemic lupus erythematosus),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M32,M32: Systematic lupus erythematosus,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +792,M33,(dermatopolymyositis),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M33,M33: Dermatopolymyositis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +793,M34,(systemic sclerosis),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M34,M34: Systemic sclerosis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +794,M35,(other systemic involvement of connective tissue),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,3,M35.1;M35.2;M35.3,M35.1: Other overlap syndromes | M35.2: Behçet’s disease | M35.3: Polymyalgia rheumatica,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +795,M36,(systemic disorders of connective tissue in diseases classified elsewhere),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,4,M36.0;M36.1;M36.2;M36.3,M36.0: Dermato(poly)myositis in neoplastic disease | M36.1: Arthropathy in neoplastic disease | M36.2: Haemophilic arthropathy | M36.3: Arthropathy in other blood disorders,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +797,M41,(scoliosis),24,Musculoskeletal,Function,1.0,0.027777777777777776,1,M41,M41: Scoliosis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +800,M45,(ankylosing spondylitis),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M45,M45: Ankylosing spondylitis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +801,M46,(other inflammatory spondylopathies),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,2,M46.5;M46.9,"M46.5: Other infective spondylopathies | M46.9: Inflammatory spondylopathy, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +803,M48,(other spondylopathies),24,Musculoskeletal,Function,1.0,0.027777777777777776,1,M48,M48: Other spondylopathies,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +808,M54,(dorsalgia),30,Pain,Other,1.0,0.027777777777777776,7,M54.2;M54.3;M54.4;M54.5;M54.6;M54.8;M54.9,"M54.2: Cervicalgia | M54.3: Sciatica | M54.4: Lumbago with sciatica | M54.5: Low back pain | M54.6: Pain in thoracic spine | M54.8: Other dorsalgia | M54.9: Dorsalgia, unspecified site",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +811,M62,(other disorders of muscle),23,Movement and immobility,Function,1.0,0.027777777777777776,1,M62.3,M62.3: Immobility syndrome (paraplegic),hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +811,M62,(other disorders of muscle),25,Nutrition and wasting,Other,1.0,0.027777777777777776,1,M62.5,"M62.5: Muscle wasting and atrophy, not elsewhere classified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +821,M75,(shoulder lesions),2,Arthritis and inflammation,Function,1.0,0.027777777777777776,1,M75.0,M75.0: Adhesive capsulitis of shoulder,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +824,M79,"(other soft tissue disorders, not elsewhere classified)",30,Pain,Other,1.0,0.027777777777777776,3,M79.1;M79.2;M79.6,"M79.1: Myalgia | M79.2: Neuralgia and neuritis, unspecified | M79.6: Pain in limb",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +824,M79,"(other soft tissue disorders, not elsewhere classified)",35,Ulcers and soft tissue disorders,Other,1.0,0.027777777777777776,1,M79,"M79: Other soft tissue disorders, not elsewhere classified",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +825,M80,(osteoporosis with pathological fracture),14,Fractures and osteoporosis,Function,1.0,0.027777777777777776,1,M80,M80: Osteoporosis with pathological fracture,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +826,M81,(osteoporosis without pathological fracture),14,Fractures and osteoporosis,Function,1.0,0.027777777777777776,1,M81,M81: Osteoporosis without pathological fracture,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +827,M82,(osteoporosis in diseases classified elsewhere),14,Fractures and osteoporosis,Function,1.0,0.027777777777777776,1,M82,M82: Osteoporosis in diseases classified elsewhere,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +834,M89,(other disorders of bone),30,Pain,Other,1.0,0.027777777777777776,1,M89.8,M89.8: Other specified disorders of bone,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +835,M90,(osteopathies in diseases classified elsewhere),14,Fractures and osteoporosis,Function,1.0,0.027777777777777776,1,M90.7,M90.7: Fracture of bone in neoplastic disease,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +843,N00,(acute nephritic syndrome),31,Renal,Morbidity,1.0,0.027777777777777776,1,N00,N00: Acute nephritic syndrome,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +844,N01,(rapidly progressive nephritic syndrome),31,Renal,Morbidity,1.0,0.027777777777777776,1,N01,N01: Rapidly progressive nephritic syndrome,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +845,N02,(recurrent and persistent haematuria),31,Renal,Morbidity,1.0,0.027777777777777776,1,N02,N02: Recurrent and persistent haematuria,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +846,N03,(chronic nephritic syndrome),31,Renal,Morbidity,1.0,0.027777777777777776,1,N03,N03: Chronic nephritic syndrome,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +847,N04,(nephrotic syndrome),31,Renal,Morbidity,1.0,0.027777777777777776,1,N04,N04: Nephrotic syndrome,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +848,N05,(unspecified nephritic syndrome),31,Renal,Morbidity,1.0,0.027777777777777776,1,N05,N05: Unspecified nephritic syndrome,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +849,N06,(isolated proteinuria with specified morphological lesion),31,Renal,Morbidity,1.0,0.027777777777777776,1,N06,N06: Isolated proteinuria with specified morphological lesion,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +850,N07,"(hereditary nephropathy, not elsewhere classified)",31,Renal,Morbidity,1.0,0.027777777777777776,1,N07,"N07: Hereditary nephropathy, not elsewhere classified",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +851,N08,(glomerular disorders in diseases classified elsewhere),31,Renal,Morbidity,1.0,0.027777777777777776,1,N08,N08: Glomerular disorders in diseases classified elsewhere,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +852,N10,(acute tubulo-interstitial nephritis),31,Renal,Morbidity,1.0,0.027777777777777776,1,N10,N10: Acute tubulo-interstitial nephritis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +853,N11,(chronic tubulo-interstitial nephritis),31,Renal,Morbidity,1.0,0.027777777777777776,1,N11,N11: Chronic tubulo-interstitial nephritis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +854,N12,"(tubulo-interstitial nephritis, not specified as acute or chronic)",31,Renal,Morbidity,1.0,0.027777777777777776,1,N12,"N12: Tubulo-interstitial nephritis, not specified as acute or chronic",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +855,N13,(obstructive and reflux uropathy),31,Renal,Morbidity,1.0,0.027777777777777776,1,N13,N13: Obstructive and reflux uropathy,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +856,N14,(drug- and heavy-metal-induced tubulo-interstitial and tubular conditions),31,Renal,Morbidity,1.0,0.027777777777777776,1,N14,N14: Drug and heavy-metal-induced tubulo-interstitial,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +857,N15,(other renal tubulo-interstitial diseases),31,Renal,Morbidity,1.0,0.027777777777777776,1,N15,N15: Other renal tubulo-interstitial diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +858,N16,(renal tubulo-interstitial disorders in diseases classified elsewhere),31,Renal,Morbidity,1.0,0.027777777777777776,1,N16,N16: Renal tubulo-interstitial disorders in diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +859,N17,(acute renal failure),31,Renal,Morbidity,1.0,0.027777777777777776,1,N17,N17: Acute renal failure,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +860,N18,(chronic renal failure),31,Renal,Morbidity,1.0,0.027777777777777776,1,N18,N18: Chronic kidney disease,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +861,N19,(unspecified renal failure),31,Renal,Morbidity,1.0,0.027777777777777776,1,N19,N19: Unspecified kidney failure,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +862,N20,(calculus of kidney and ureter),31,Renal,Morbidity,1.0,0.027777777777777776,4,N20.0;N20.1;N20.2;N20.9,"N20.0: Calculus of kidney | N20.1: Calculus of ureter | N20.2: Calculus of kidney with calculus of ureter | N20.9: Urinary calculus, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +866,N25,(disorders resulting from impaired renal tubular function),31,Renal,Morbidity,1.0,0.027777777777777776,1,N25,N25: Disorders resulting from impaired renal tubular function,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +867,N26,(unspecified contracted kidney),31,Renal,Morbidity,1.0,0.027777777777777776,1,N26,N26: Unspecified contracted kidney,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +869,N28,"(other disorders of kidney and ureter, not elsewhere classified)",31,Renal,Morbidity,1.0,0.027777777777777776,4,N28.0;N28.80;N28.88;N28.9,"N28.0: Ischaemia and infarction of kidney | N28.80: Hypertrophy of kidney | N28.88: Other specified disorders of kidney and ureter | N28.9: Disorder of kidney and ureter, unspecified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +870,N29,(other disorders of kidney and ureter in diseases classified elsewhere),31,Renal,Morbidity,1.0,0.027777777777777776,1,N29,N29: Other disorders of kidney and ureter in diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +879,N39,(other disorders of urinary system),19,Incontinence,Morbidity,1.0,0.027777777777777776,2,N39.30;N39.4,N39.30: Mixed incontinence | N39.4: Other specified urinary incontinence,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +879,N39,(other disorders of urinary system),20,Infections,Other,1.0,0.027777777777777776,1,N39.0,"N39.0: Urinary tract infection, site not specified",hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +888,N48,(other disorders of penis),30,Pain,Other,1.0,0.027777777777777776,1,N48.8,N48.8: Other specified disorders of penis,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +890,N50,(other disorders of male genital organs),30,Pain,Other,1.0,0.027777777777777776,1,N50.8,N50.8: Other specified disorders of male genital organs,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +896,N64,(other disorders of breast),30,Pain,Other,1.0,0.027777777777777776,1,N64.4,N64.4: Mastodynia,hfrm_child_of_label,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1133,C00,Malignant neoplasm of lip,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C00,C00: Malignant neoplasm of lip,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1134,C01,Malignant neoplasm of base of tongue,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C01,C01: Malignant neoplasm of base of tongue,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1135,C02,Malignant neoplasm of other and unspecified parts of tongue,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C02,C02: Malignant neoplasm of other and unspecified parts of tongue,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1136,C03,Malignant neoplasm of gum,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C03,C03: Malignant neoplasm of gum,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1137,C04,Malignant neoplasm of floor of mouth,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C04,C04: Malignant neoplasm of floor of mouth,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1138,C05,Malignant neoplasm of palate,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C05,C05: Malignant neoplasm of palate,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1139,C06,Malignant neoplasm of other and unspecified parts of mouth,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C06,C06: Malignant neoplasm of other and unspecified parts of mouth,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1140,C07,Malignant neoplasm of parotid gland,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C07,C07: Malignant neoplasm of parotid gland,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1141,C08,Malignant neoplasm of other and unspecified major salivary glands,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C08,C08: Malignant neoplasm of other and unspecified major,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1142,C09,Malignant neoplasm of tonsil,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C09,C09: Malignant neoplasm of tonsil,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1143,C10,Malignant neoplasm of oropharynx,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C10,C10: Malignant neoplasm of oropharynx,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1144,C11,Malignant neoplasm of nasopharynx,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C11,C11: Malignant neoplasm of nasopharynx,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1145,C12,Malignant neoplasm of pyriform sinus,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C12,C12: Malignant neoplasm of pyriform sinus,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1146,C13,Malignant neoplasm of hypopharynx,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C13,C13: Malignant neoplasm of hypopharynx,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1147,C14,"Malignant neoplasm of other and ill-defined sites in the lip, oral cavity and pharynx",3,Cancer,Morbidity,1.0,0.027777777777777776,1,C14,"C14: Malignant neoplasm of other and ill-defined sites in the lip,",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1148,C15,Malignant neoplasm of oesophagus,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C15,C15: Malignant neoplasm of oesophagus,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1149,C16,Malignant neoplasm of stomach,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C16,C16: Malignant neoplasm of stomach,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1150,C17,Malignant neoplasm of small intestine,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C17,C17: Malignant neoplasm of small intestine,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1151,C18,Malignant neoplasm of colon,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C18,C18: Malignant neoplasm of colon,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1152,C19,Malignant neoplasm of rectosigmoid junction,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C19,C19: Malignant neoplasm of rectosigmoid junction,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1153,C20,Malignant neoplasm of rectum,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C20,C20: Malignant neoplasm of rectum,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1154,C21,Malignant neoplasm of anus and anal canal,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C21,C21: Malignant neoplasm of anus and anal canal,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1155,C22,Malignant neoplasm of liver and intrahepatic bile ducts,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C22,C22: Malignant neoplasm of liver and intrahepatic bile ducts,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1156,C23,Malignant neoplasm of gallbladder,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C23,C23: Malignant neoplasm of gallbladder,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1157,C24,Malignant neoplasm of other and unspecified parts of biliary tract,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C24,C24: Malignant neoplasm of other and unspecified parts,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1158,C25,Malignant neoplasm of pancreas,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C25,C25: Malignant neoplasm of pancreas,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1159,C26,Malignant neoplasm of other and ill-defined digestive organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C26,C26: Malignant neoplasm of other and ill-defined digestive organs,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1160,C30,Malignant neoplasm of nasal cavity and middle ear,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C30,C30: Malignant neoplasm of nasal cavity and middle ear,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1161,C31,Malignant neoplasm of accessory sinuses,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C31,C31: Malignant neoplasm of accessory sinuses,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1162,C32,Malignant neoplasm of larynx,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C32,C32: Malignant neoplasm of larynx,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1163,C33,Malignant neoplasm of trachea,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C33,C33: Malignant neoplasm of trachea,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1164,C34,Malignant neoplasm of bronchus and lung,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C34,C34: Malignant neoplasm of bronchus and lung,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1165,C37,Malignant neoplasm of thymus,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C37,C37: Malignant neoplasm of thymus,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1166,C38,"Malignant neoplasm of heart, mediastinum and pleura",3,Cancer,Morbidity,1.0,0.027777777777777776,1,C38,"C38: Malignant neoplasm of heart, mediastinum and pleura",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1167,C39,Malignant neoplasm of other and ill-defined sites in the respiratory system and intrathoracic organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C39,C39: Malignant neoplasm of other and ill-defined sites in the,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1168,C40,Malignant neoplasm of bone and articular cartilage of limbs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C40,C40: Malignant neoplasm of bone and articular cartilage of limbs,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1169,C41,Malignant neoplasm of bone and articular cartilage of other and unspecified sites,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C41,C41: Malignant neoplasm of bone and articular cartilage of other,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1171,C43,Malignant melanoma of skin,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C43,C43: Malignant melanoma of skin,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1172,C44,Other malignant neoplasms of skin,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C44,C44: Other malignant neoplasms of skin,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1173,C45,Mesothelioma,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C45,C45: Mesothelioma,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1174,C46,Kaposi's sarcoma,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C46,C46: Kaposi’s sarcoma,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1175,C47,Malignant neoplasm of peripheral nerves and autonomic nervous system,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C47,C47: Malignant neoplasm of peripheral nerves and autonomic,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1176,C48,Malignant neoplasm of retroperitoneum and peritoneum,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C48,C48: Malignant neoplasm of retroperitoneum and peritoneum,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1177,C49,Malignant neoplasm of other connective and soft tissue,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C49,C49: Malignant neoplasm of other connective and soft tissue,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1178,C50,Malignant neoplasm of breast,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C50,C50: Malignant neoplasm of breast,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1179,C51,Malignant neoplasm of vulva,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C51,C51: Malignant neoplasm of vulva,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1180,C52,Malignant neoplasm of vagina,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C52,C52: Malignant neoplasm of vagina,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1181,C53,Malignant neoplasm of cervix uteri,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C53,C53: Malignant neoplasm of cervix uteri,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1182,C54,Malignant neoplasm of corpus uteri,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C54,C54: Malignant neoplasm of corpus uteri,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1183,C55,"Malignant neoplasm of uterus, part unspecified",3,Cancer,Morbidity,1.0,0.027777777777777776,1,C55,"C55: Malignant neoplasm of uterus, part unspecified",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1184,C56,Malignant neoplasm of ovary,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C56,C56: Malignant neoplasm of ovary,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1185,C57,Malignant neoplasm of other and unspecified female genital organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C57,C57: Malignant neoplasm of other and unspecified female,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1186,C58,Malignant neoplasm of placenta,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C58,C58: Malignant neoplasm of placenta,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1187,C60,Malignant neoplasm of penis,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C60,C60: Malignant neoplasm of penis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1188,C61,Malignant neoplasm of prostate,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C61,C61: Malignant neoplasm of prostate,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1189,C62,Malignant neoplasm of testis,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C62,C62: Malignant neoplasm of testis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1190,C63,Malignant neoplasm of other and unspecified male genital organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C63,C63: Malignant neoplasm of other and unspecified male,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1191,C64,"Malignant neoplasm of kidney, except renal pelvis",3,Cancer,Morbidity,1.0,0.027777777777777776,1,C64,"C64: Malignant neoplasm of kidney, except renal pelvis",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1192,C65,Malignant neoplasm of renal pelvis,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C65,C65: Malignant neoplasm of renal pelvis,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1193,C66,Malignant neoplasm of ureter,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C66,C66: Malignant neoplasm of ureter,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1194,C67,Malignant neoplasm of bladder,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C67,C67: Malignant neoplasm of bladder,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1195,C68,Malignant neoplasm of other and unspecified urinary organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C68,C68: Malignant neoplasm of other and unspecified urinary organs,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1196,C69,Malignant neoplasm of eye and adnexa,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C69,C69: Malignant neoplasm of eye and adnexa,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1197,C70,Malignant neoplasm of meninges,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C70,C70: Malignant neoplasm of meninges,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1198,C71,Malignant neoplasm of brain,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C71,C71: Malignant neoplasm of brain,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1199,C72,"Malignant neoplasm of spinal cord, cranial nerves and other parts of central nervous system",3,Cancer,Morbidity,1.0,0.027777777777777776,1,C72,"C72: Malignant neoplasm of spinal cord, cranial nerves and other",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1200,C73,Malignant neoplasm of thyroid gland,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C73,C73: Malignant neoplasm of thyroid gland,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1201,C74,Malignant neoplasm of adrenal gland,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C74,C74: Malignant neoplasm of adrenal gland,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1202,C75,Malignant neoplasm of other endocrine glands and related structures,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C75,C75: Malignant neoplasm of other endocrine glands,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1203,C76,Malignant neoplasm of other and ill-defined sites,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C76,C76: Malignant neoplasm of other and ill-defined sites,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1204,C77,Secondary and unspecified malignant neoplasm of lymph nodes,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C77,C77: Secondary and unspecified malignant neoplasm,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1205,C78,Secondary malignant neoplasm of respiratory and digestive organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C78,C78: Secondary malignant neoplasm of respiratory,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1206,C79,Secondary malignant neoplasm of other sites,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C79,C79: Secondary malignant neoplasm of other and,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1207,C80,Malignant neoplasm without specification of site,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C80,C80: Malignant neoplasm without specification of site,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1208,C81,Hodgkin's disease,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C81,C81: Hodgkin lymphoma,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1209,C82,Follicular [nodular] non-Hodgkin's lymphoma,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C82,C82: Follicular lymphoma,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1210,C83,Diffuse non-Hodgkin's lymphoma,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C83,C83: Non-follicular lymphoma,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1211,C84,Peripheral and cutaneous T-cell lymphomas,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C84,C84: Mature T/NK-cell lymphomas,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1212,C85,Other and unspecified types of non-Hodgkin's lymphoma,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C85,C85: Other and unspecified types of non-Hodgkin lymphoma,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1213,C86,Other specified types of T/NK-cell lymphoma,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C86,C86: Other specified types of T/NK-cell lymphoma,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1214,C88,Malignant immunoproliferative diseases,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C88,C88: Malignant immunoproliferative diseases,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1215,C90,Multiple myeloma and malignant plasma cell neoplasms,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C90,C90: Multiple myeloma and malignant plasma cell neoplasms,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1216,C91,Lymphoid leukaemia,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C91,C91: Lymphoid leukaemia,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1217,C92,Myeloid leukaemia,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C92,C92: Myeloid leukaemia,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1218,C93,Monocytic leukaemia,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C93,C93: Monocytic leukaemia,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1219,C94,Other leukaemias of specified cell type,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C94,C94: Other leukaemias of specified cell type,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1220,C95,Leukaemia of unspecified cell type,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C95,C95: Leukaemia of unspecified cell type,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1221,C96,"Other and unspecified malignant neoplasms of lymphoid, haematopoietic and related tissue",3,Cancer,Morbidity,1.0,0.027777777777777776,1,C96,"C96: Other and unspecified malignant neoplasms of lymphoid,",exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1222,C97,Malignant neoplasms of independent (primary) multiple sites,3,Cancer,Morbidity,1.0,0.027777777777777776,1,C97,C97: Malignant neoplasms of independent (primary) multiple sites,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1246,D37,Neoplasm of uncertain or unknown behaviour of oral cavity and digestive organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D37,D37: Neoplasm of uncertain or unknown behaviour of oral cavity,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1247,D38,Neoplasm of uncertain or unknown behaviour of middle ear and respiratory and intrathoracic organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D38,D38: Neoplasm of uncertain or unknown behaviour of middle ear,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1248,D39,Neoplasm of uncertain or unknown behaviour of female genital organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D39,D39: Neoplasm of uncertain or unknown behaviour of female,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1249,D40,Neoplasm of uncertain or unknown behaviour of male genital organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D40,D40: Neoplasm of uncertain or unknown behaviour of male,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1250,D41,Neoplasm of uncertain or unknown behaviour of urinary organs,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D41,D41: Neoplasm of uncertain or unknown behaviour,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1251,D42,Neoplasm of uncertain or unknown behaviour of meninges,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D42,D42: Neoplasm of uncertain or unknown behaviour of meninges,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1252,D43,Neoplasm of uncertain or unknown behaviour of brain and central nervous system,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D43,D43: Neoplasm of uncertain or unknown behaviour of brain and,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1253,D44,Neoplasm of uncertain or unknown behaviour of endocrine glands,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D44,D44: Neoplasm of uncertain or unknown behaviour,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1254,D45,Polycythaemia vera,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D45,D45: Polycythaemia vera,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1255,D46,Myelodysplastic syndromes,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D46,D46: Myelodysplastic syndromes,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1256,D47,"Other neoplasms of uncertain or unknown behaviour of lymphoid, haematopoietic and related tissue",3,Cancer,Morbidity,1.0,0.027777777777777776,1,D47,D47: Other neoplasms of uncertain or unknown behaviour,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf +1257,D48,Neoplasm of uncertain or unknown behaviour of other and unspecified sites,3,Cancer,Morbidity,1.0,0.027777777777777776,1,D48,D48: Neoplasm of uncertain or unknown behaviour of other,exact,cihi-hospital-frailty-risk-measure-meth-notes-en.pdf diff --git a/compute_burden_index_landmarks.py b/compute_burden_index_landmarks.py new file mode 100644 index 0000000..2cd6858 --- /dev/null +++ b/compute_burden_index_landmarks.py @@ -0,0 +1,396 @@ +from __future__ import annotations + +import argparse +import math +from pathlib import Path +from typing import Any, Iterable + +import numpy as np +import pandas as pd +from tqdm.auto import tqdm + +from burden_index import compute_burden_index, load_burden_context +from evaluate_auc_v2 import ( + make_eval_indices, + parse_float_list, + split_indices, +) +from targets import CHECKUP_IDX, NO_EVENT_IDX, PAD_IDX + + +def _parse_landmark_ages(args: argparse.Namespace) -> np.ndarray: + explicit = parse_float_list(args.landmark_ages) + if explicit: + ages = np.asarray(explicit, dtype=np.float32) + else: + ages = np.arange( + float(args.landmark_start), + float(args.landmark_stop) + 1e-6, + float(args.landmark_step), + dtype=np.float32, + ) + if ages.size == 0: + raise ValueError("No landmark ages were provided.") + return ages + + +def _parse_horizons(value: Any) -> np.ndarray: + horizons = np.asarray(parse_float_list(value) or [5.0], dtype=np.float32) + if horizons.size == 0: + raise ValueError("horizons must contain at least one value.") + if np.any(horizons < 0): + raise ValueError(f"horizons must be non-negative, got {horizons}") + return horizons + + +def _build_burden_matrix_from_mapping( + mapping_csv: Path, + *, + token_col: str, + category_id_col: str, + category_col: str, + key_area_col: str, + weight_col: str, +) -> tuple[np.ndarray, np.ndarray, pd.DataFrame]: + df = pd.read_csv(mapping_csv) + required = {token_col, category_id_col, category_col, weight_col} + missing = sorted(required - set(df.columns)) + if missing: + raise ValueError(f"{mapping_csv} is missing required columns: {missing}") + + df = df.copy() + df[token_col] = pd.to_numeric(df[token_col], errors="raise").astype(int) + raw_category = df[category_id_col] + numeric_category = pd.to_numeric(raw_category, errors="coerce") + if numeric_category.notna().all(): + df["_burden_category_key"] = numeric_category.astype(int) + else: + df["_burden_category_key"] = raw_category.astype(str) + df[weight_col] = pd.to_numeric(df[weight_col], errors="raise").astype(float) + df = df[df[weight_col] != 0].copy() + if df.empty: + raise ValueError(f"{mapping_csv} has no non-zero burden weights.") + + disease_ids = np.asarray(sorted(df[token_col].unique().tolist()), dtype=np.int64) + category_keys = sorted(df["_burden_category_key"].unique().tolist()) + + disease_pos = {int(token): j for j, token in enumerate(disease_ids.tolist())} + category_pos = {cat: i for i, cat in enumerate(category_keys)} + A = np.zeros((len(category_keys), disease_ids.size), dtype=np.float64) + for _, row in df.iterrows(): + token = int(row[token_col]) + cat = row["_burden_category_key"] + weight = float(row[weight_col]) + A[category_pos[cat], disease_pos[token]] += weight + + meta_cols = list(dict.fromkeys(["_burden_category_key", category_id_col, category_col])) + if key_area_col in df.columns: + meta_cols.append(key_area_col) + category_meta = ( + df[meta_cols] + .drop_duplicates(subset=["_burden_category_key"]) + .sort_values("_burden_category_key") + .reset_index(drop=True) + ) + category_meta = category_meta.rename( + columns={ + "_burden_category_key": "burden_dimension_id", + category_col: "burden_dimension", + key_area_col: "burden_key_area", + } + ) + if category_id_col in category_meta.columns: + category_meta = category_meta.drop(columns=[category_id_col]) + if "burden_key_area" not in category_meta.columns: + category_meta["burden_key_area"] = "" + + return A, disease_ids, category_meta + + +def _parse_burden_types(value: str) -> list[str]: + out = [x.strip().lower() for x in str(value).split(",") if x.strip()] + if not out: + raise ValueError("burden_types must contain at least one value.") + valid = {"functional", "organ"} + unknown = sorted(set(out) - valid) + if unknown: + raise ValueError(f"Unknown burden_types {unknown}; valid values are {sorted(valid)}") + return list(dict.fromkeys(out)) + + +def _load_mapping_specs(args: argparse.Namespace) -> list[dict[str, Any]]: + specs: list[dict[str, Any]] = [] + for burden_type in _parse_burden_types(args.burden_types): + if burden_type == "functional": + path = Path(args.functional_mapping_csv) + specs.append( + { + "burden_type": "functional", + "mapping_csv": path, + "token_col": "token_id", + "category_id_col": "hfrm_category_id", + "category_col": "hfrm_category", + "key_area_col": "hfrm_key_area", + "weight_col": args.functional_weight_col, + } + ) + elif burden_type == "organ": + path = Path(args.organ_mapping_csv) + specs.append( + { + "burden_type": "organ", + "mapping_csv": path, + "token_col": "token_id", + "category_id_col": "organ_system", + "category_col": "organ_system", + "key_area_col": "icd10_chapter_name", + "weight_col": "organ_weight", + } + ) + for spec in specs: + if not spec["mapping_csv"].exists(): + raise FileNotFoundError( + f"{spec['burden_type']} mapping_csv not found: {spec['mapping_csv']}" + ) + return specs + + +def _eligible_landmark_rows( + dataset: Any, + subset_indices: np.ndarray, + landmark_ages: np.ndarray, + *, + min_history_events: int, +) -> list[dict[str, Any]]: + rows: list[dict[str, Any]] = [] + special = np.asarray([PAD_IDX, CHECKUP_IDX, NO_EVENT_IDX], dtype=np.int64) + for patient_id, dataset_index in enumerate(subset_indices.tolist()): + sample = dataset.samples[int(dataset_index)] + seq_event = np.asarray(sample["event_seq"], dtype=np.int64) + seq_time = np.asarray(sample["time_seq"], dtype=np.float32) + tgt_event = np.asarray(sample["target_event_seq"], dtype=np.int64) + tgt_time = np.asarray(sample["target_time_seq"], dtype=np.float32) + if seq_event.size == 0 or tgt_event.size == 0: + continue + + full_event = np.concatenate([seq_event, tgt_event[-1:]]) + full_time = np.concatenate([seq_time, tgt_time[-1:]]) + followup_end = float(np.max(full_time)) + + for landmark_age in landmark_ages.tolist(): + landmark_age = float(landmark_age) + if not (followup_end > landmark_age): + continue + prefix_mask = full_time <= np.float32(landmark_age) + if not np.any(prefix_mask): + continue + prefix_events = full_event[prefix_mask].astype(np.int64, copy=False) + prefix_times = full_time[prefix_mask].astype(np.float32, copy=False) + valid_history = ~np.isin(prefix_events, special) + if int(valid_history.sum()) < int(min_history_events): + continue + + rows.append( + { + "patient_id": int(patient_id), + "dataset_index": int(dataset_index), + "sex": int(sample["sex"]), + "landmark_age": np.float32(landmark_age), + "t_query": np.float32(landmark_age), + "followup_end_time": np.float32(followup_end), + "event_seq": prefix_events, + "time_seq": prefix_times, + "other_type": np.asarray(sample["other_type"], dtype=np.int64), + "other_value": np.asarray(sample["other_value"], dtype=np.float32), + "other_value_kind": np.asarray( + sample["other_value_kind"], dtype=np.int64), + "other_time": np.asarray(sample["other_time"], dtype=np.float32), + } + ) + return rows + + +def _config_split_indices( + n: int, + cfg: dict[str, Any], + eval_split: str, + subset_size: int, +) -> np.ndarray: + args = argparse.Namespace( + train_ratio=None, + val_ratio=None, + test_ratio=None, + seed=None, + eval_split=eval_split, + dataset_subset_size=subset_size if subset_size > 0 else None, + ) + # make_eval_indices reads len(dataset), so a small shim is enough. + class _Sized: + def __len__(self) -> int: + return n + + return make_eval_indices(_Sized(), args, cfg) + + +def _result_rows_for_sample( + *, + sample_row: dict[str, Any], + horizons: Iterable[float], + A: np.ndarray, + disease_ids: np.ndarray, + category_meta: pd.DataFrame, + burden_type: str, + formed_mode: str, + ctx: Any, + run_path: Path, +) -> list[dict[str, Any]]: + out: list[dict[str, Any]] = [] + for horizon in horizons: + result = compute_burden_index( + run_path=run_path, + burden_matrix=A, + disease_ids=disease_ids, + event_seq=sample_row["event_seq"], + time_seq=sample_row["time_seq"], + sex=int(sample_row["sex"]), + other_type=sample_row["other_type"], + other_value=sample_row["other_value"], + other_value_kind=sample_row["other_value_kind"], + other_time=sample_row["other_time"], + t_query=float(sample_row["t_query"]), + horizon=float(horizon), + formed_mode=formed_mode, + context=ctx, + ) + for dim_idx, meta in category_meta.iterrows(): + out.append( + { + "patient_id": sample_row["patient_id"], + "dataset_index": sample_row["dataset_index"], + "sex": sample_row["sex"], + "landmark_age": float(sample_row["landmark_age"]), + "t_query": float(sample_row["t_query"]), + "followup_end_time": float(sample_row["followup_end_time"]), + "horizon": float(horizon), + "formed_mode": formed_mode, + "burden_type": burden_type, + "burden_dimension_id": meta["burden_dimension_id"], + "burden_dimension": str(meta["burden_dimension"]), + "burden_key_area": str(meta.get("burden_key_area", "")), + "bi_historical": float(result.historical[int(dim_idx)]), + "bi_future": float(result.future[int(dim_idx)]), + "bi_total": float(result.total[int(dim_idx)]), + } + ) + return out + + +def main() -> None: + parser = argparse.ArgumentParser( + description="Compute DeepHealth Burden Indices at landmark ages." + ) + parser.add_argument("--run_path", type=str, required=True) + parser.add_argument("--burden_types", type=str, default="functional,organ", + help="Comma-separated burden types to compute: functional,organ.") + parser.add_argument("--functional_mapping_csv", type=str, + default="cihi_hfrm_label_mapping.csv") + parser.add_argument("--organ_mapping_csv", type=str, + default="icd10_organ_label_mapping.csv") + parser.add_argument("--output_path", type=str, default=None) + parser.add_argument("--eval_split", type=str, default="test", + choices=["train", "val", "valid", "validation", "test", "all"]) + parser.add_argument("--formed_mode", type=str, default="model_weighted", + choices=["observed", "model_weighted"]) + parser.add_argument("--horizons", type=str, default="5") + parser.add_argument("--landmark_ages", type=str, default=None) + parser.add_argument("--landmark_start", type=float, default=40.0) + parser.add_argument("--landmark_stop", type=float, default=80.0) + parser.add_argument("--landmark_step", type=float, default=5.0) + parser.add_argument("--min_history_events", type=int, default=1) + parser.add_argument("--dataset_subset_size", type=int, default=0) + parser.add_argument("--device", type=str, default=None) + parser.add_argument("--functional_weight_col", type=str, + default="hfrm_normalized_weight") + args = parser.parse_args() + + run_path = Path(args.run_path) + mapping_specs = _load_mapping_specs(args) + + ctx = load_burden_context(run_path, device=args.device) + matrices = [] + for spec in mapping_specs: + A, disease_ids, category_meta = _build_burden_matrix_from_mapping( + spec["mapping_csv"], + token_col=spec["token_col"], + category_id_col=spec["category_id_col"], + category_col=spec["category_col"], + key_area_col=spec["key_area_col"], + weight_col=spec["weight_col"], + ) + matrices.append( + { + "burden_type": spec["burden_type"], + "A": A, + "disease_ids": disease_ids, + "category_meta": category_meta, + } + ) + landmark_ages = _parse_landmark_ages(args) + horizons = _parse_horizons(args.horizons) + eval_split = str(args.eval_split).lower() + if eval_split in {"valid", "validation"}: + eval_split = "val" + subset_indices = _config_split_indices( + len(ctx.dataset), + ctx.cfg, + eval_split, + int(args.dataset_subset_size), + ) + rows = _eligible_landmark_rows( + ctx.dataset, + subset_indices, + landmark_ages, + min_history_events=int(args.min_history_events), + ) + if not rows: + raise RuntimeError( + "No eligible landmark rows. Check eval split, landmark ages, and min_history_events." + ) + + output_path = Path(args.output_path) if args.output_path else ( + run_path / f"burden_index_{eval_split}_{args.formed_mode}.csv" + ) + output_path.parent.mkdir(parents=True, exist_ok=True) + + all_rows: list[dict[str, Any]] = [] + for row in tqdm(rows, desc="Computing BI", dynamic_ncols=True): + for matrix in matrices: + all_rows.extend( + _result_rows_for_sample( + sample_row=row, + horizons=horizons.tolist(), + A=matrix["A"], + disease_ids=matrix["disease_ids"], + category_meta=matrix["category_meta"], + burden_type=matrix["burden_type"], + formed_mode=args.formed_mode, + ctx=ctx, + run_path=run_path, + ) + ) + + out_df = pd.DataFrame(all_rows) + out_df.to_csv(output_path, index=False) + print(f"Run path: {run_path}") + print(f"Eval split: {eval_split}") + print(f"Landmark rows: {len(rows)}") + for matrix in matrices: + print( + f"{matrix['burden_type']} dimensions: {matrix['A'].shape[0]}, " + f"mapped disease tokens: {matrix['A'].shape[1]}" + ) + print(f"Output: {output_path}") + + +if __name__ == "__main__": + main() diff --git a/icd10_organ_label_mapping.csv b/icd10_organ_label_mapping.csv new file mode 100644 index 0000000..e4b5811 --- /dev/null +++ b/icd10_organ_label_mapping.csv @@ -0,0 +1,1257 @@ +token_id,label_code,label_name,icd10_chapter_id,icd10_chapter_name,organ_system,organ_weight,match_source +3,A00,(cholera),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +4,A01,(typhoid and paratyphoid fevers),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +5,A02,(other salmonella infections),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +6,A03,(shigellosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +7,A04,(other bacterial intestinal infections),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +8,A05,(other bacterial foodborne intoxications),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +9,A06,(amoebiasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +10,A07,(other protozoal intestinal diseases),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +11,A08,(viral and other specified intestinal infections),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +12,A09,(diarrhoea and gastro-enteritis of presumed infectious origin),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +13,A15,"(respiratory tuberculosis, bacteriologically and histologically confirmed)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +14,A16,"(respiratory tuberculosis, not confirmed bacteriologically or histologically)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +15,A17,(tuberculosis of nervous system),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +16,A18,(tuberculosis of other organs),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +17,A19,(miliary tuberculosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +18,A20,(plague),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +19,A22,(anthrax),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +20,A23,(brucellosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +21,A24,(glanders and melioidosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +22,A25,(rat-bite fevers),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +23,A26,(erysipeloid),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +24,A27,(leptospirosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +25,A28,"(other zoonotic bacterial diseases, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +26,A30,(leprosy [hansen's disease]),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +27,A31,(infection due to other mycobacteria),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +28,A32,(listeriosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +29,A33,(tetanus neonatorum),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +30,A35,(other tetanus),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +31,A36,(diphtheria),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +32,A37,(whooping cough),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +33,A38,(scarlet fever),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +34,A39,(meningococcal infection),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +35,A40,(streptococcal septicaemia),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +36,A41,(other septicaemia),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +37,A42,(actinomycosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +38,A43,(nocardiosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +39,A44,(bartonellosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +40,A46,(erysipelas),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +41,A48,"(other bacterial diseases, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +42,A49,(bacterial infection of unspecified site),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +43,A50,(congenital syphilis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +44,A51,(early syphilis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +45,A52,(late syphilis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +46,A53,(other and unspecified syphilis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +47,A54,(gonococcal infection),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +48,A55,(chlamydial lymphogranuloma (venereum)),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +49,A56,(other sexually transmitted chlamydial diseases),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +50,A58,(granuloma inguinale),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +51,A59,(trichomoniasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +52,A60,(anogenital herpesviral [herpes simplex] infections),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +53,A63,"(other predominantly sexually transmitted diseases, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +54,A64,(unspecified sexually transmitted disease),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +55,A66,(yaws),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +56,A67,(pinta [carate]),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +57,A68,(relapsing fevers),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +58,A69,(other spirochaetal infections),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +59,A70,(chlamydia psittaci infection),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +60,A71,(trachoma),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +61,A74,(other diseases caused by chlamydiae),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +62,A75,(typhus fever),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +63,A77,(spotted fever [tick-borne rickettsioses]),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +64,A78,(q fever),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +65,A79,(other rickettsioses),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +66,A80,(acute poliomyelitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +67,A81,(atypical virus infections of central nervous system),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +68,A82,(rabies),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +69,A83,(mosquito-borne viral encephalitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +70,A84,(tick-borne viral encephalitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +71,A85,"(other viral encephalitis, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +72,A86,(unspecified viral encephalitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +73,A87,(viral meningitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +74,A88,"(other viral infections of central nervous system, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +75,A89,(unspecified viral infection of central nervous system),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +76,A90,(dengue fever [classical dengue]),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +77,A91,(dengue haemorrhagic fever),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +78,A92,(other mosquito-borne viral fevers),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +79,A93,"(other arthropod-borne viral fevers, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +80,A94,(unspecified arthropod-borne viral fever),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +81,A95,(yellow fever),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +82,A97,(dengue),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +83,A98,"(other viral haemorrhagic fevers, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +84,B00,(herpesviral [herpes simplex] infections),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +85,B01,(varicella [chickenpox]),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +86,B02,(zoster [herpes zoster]),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +87,B03,(smallpox),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +88,B05,(measles),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +89,B06,(rubella [german measles]),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +90,B07,(viral warts),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +91,B08,"(other viral infections characterised by skin and mucous membrane lesions, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +92,B09,(unspecified viral infection characterised by skin and mucous membrane lesions),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +93,B15,(acute hepatitis a),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +94,B16,(acute hepatitis b),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +95,B17,(other acute viral hepatitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +96,B18,(chronic viral hepatitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +97,B19,(unspecified viral hepatitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +98,B20,(human immunodeficiency virus [hiv] disease resulting in infectious and parasitic diseases),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +99,B21,(human immunodeficiency virus [hiv] disease resulting in malignant neoplasms),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +100,B22,(human immunodeficiency virus [hiv] disease resulting in other specified diseases),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +101,B23,(human immunodeficiency virus [hiv] disease resulting in other conditions),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +102,B24,(unspecified human immunodeficiency virus [hiv] disease),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +103,B25,(cytomegaloviral disease),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +104,B26,(mumps),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +105,B27,(infectious mononucleosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +106,B30,(viral conjunctivitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +107,B33,"(other viral diseases, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +108,B34,(viral infection of unspecified site),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +109,B35,(dermatophytosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +110,B36,(other superficial mycoses),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +111,B37,(candidiasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +112,B38,(coccidioidomycosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +113,B39,(histoplasmosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +114,B40,(blastomycosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +115,B42,(sporotrichosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +116,B43,(chromomycosis and phaeomycotic abscess),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +117,B44,(aspergillosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +118,B45,(cryptococcosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +119,B46,(zygomycosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +120,B47,(mycetoma),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +121,B48,"(other mycoses, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +122,B49,(unspecified mycosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +123,B50,(plasmodium falciparum malaria),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +124,B51,(plasmodium vivax malaria),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +125,B52,(plasmodium malariae malaria),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +126,B53,(other parasitologically confirmed malaria),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +127,B54,(unspecified malaria),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +128,B55,(leishmaniasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +129,B57,(chagas' disease),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +130,B58,(toxoplasmosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +131,B59,(pneumocystosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +132,B60,"(other protozoal diseases, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +133,B65,(schistosomiasis [bilharziasis]),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +134,B66,(other fluke infections),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +135,B67,(echinococcosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +136,B68,(taeniasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +137,B69,(cysticercosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +138,B71,(other cestode infections),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +139,B73,(onchocerciasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +140,B74,(filariasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +141,B75,(trichinellosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +142,B76,(hookworm diseases),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +143,B77,(ascariasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +144,B78,(strongyloidiasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +145,B79,(trichuriasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +146,B80,(enterobiasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +147,B81,"(other intestinal helminthiases, not elsewhere classified)",I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +148,B82,(unspecified intestinal parasitism),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +149,B83,(other helminthiases),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +150,B85,(pediculosis and phthiriasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +151,B86,(scabies),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +152,B87,(myiasis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +153,B88,(other infestations),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +154,B89,(unspecified parasitic disease),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +155,B90,(sequelae of tuberculosis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +156,B91,(sequelae of poliomyelitis),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +157,B94,(sequelae of other and unspecified infectious and parasitic diseases),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +158,B95,(streptococcus and staphylococcus as the cause of diseases classified to other chapters),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +159,B96,(other bacterial agents as the cause of diseases classified to other chapters),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +160,B97,(viral agents as the cause of diseases classified to other chapters),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +161,B98,(other specified infectious agents as the cause of diseases classified to other chapters),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +162,B99,(other and unspecified infectious diseases),I,Certain infectious and parasitic diseases,infection_immune,1.0,icd10_chapter_range +163,D50,(iron deficiency anaemia),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +164,D51,(vitamin b12 deficiency anaemia),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +165,D52,(folate deficiency anaemia),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +166,D53,(other nutritional anaemias),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +167,D55,(anaemia due to enzyme disorders),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +168,D56,(thalassaemia),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +169,D57,(sickle-cell disorders),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +170,D58,(other hereditary haemolytic anaemias),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +171,D59,(acquired haemolytic anaemia),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +172,D60,(acquired pure red cell aplasia [erythroblastopenia]),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +173,D61,(other aplastic anaemias),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +174,D62,(acute posthaemorrhagic anaemia),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +175,D63,(anaemia in chronic diseases classified elsewhere),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +176,D64,(other anaemias),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +177,D65,(disseminated intravascular coagulation [defibrination syndrome]),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +178,D66,(hereditary factor viii deficiency),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +179,D67,(hereditary factor ix deficiency),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +180,D68,(other coagulation defects),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +181,D69,(purpura and other haemorrhagic conditions),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +182,D70,(agranulocytosis),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +183,D71,(functional disorders of polymorphonuclear neutrophils),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +184,D72,(other disorders of white blood cells),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +185,D73,(diseases of spleen),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +186,D74,(methaemoglobinaemia),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +187,D75,(other diseases of blood and blood-forming organs),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +188,D76,(certain diseases involving lymphoreticular tissue and reticulohistiocytic system),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +189,D77,(other disorders of blood and blood-forming organs in diseases classified elsewhere),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +190,D80,(immunodeficiency with predominantly antibody defects),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +191,D81,(combined immunodeficiencies),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +192,D82,(immunodeficiency associated with other major defects),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +193,D83,(common variable immunodeficiency),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +194,D84,(other immunodeficiencies),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +195,D86,(sarcoidosis),III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +196,D89,"(other disorders involving the immune mechanism, not elsewhere classified)",III,Diseases of the blood and immune mechanism,hematologic_immune,1.0,icd10_chapter_range +197,E01,(iodine-deficiency-related thyroid disorders and allied conditions),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +198,E02,(subclinical iodine-deficiency hypothyroidism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +199,E03,(other hypothyroidism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +200,E04,(other non-toxic goitre),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +201,E05,(thyrotoxicosis [hyperthyroidism]),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +202,E06,(thyroiditis),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +203,E07,(other disorders of thyroid),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +204,E10,(insulin-dependent diabetes mellitus),IV,"Endocrine, nutritional and metabolic diseases",diabetes_metabolic,1.0,icd10_chapter_range +205,E11,(non-insulin-dependent diabetes mellitus),IV,"Endocrine, nutritional and metabolic diseases",diabetes_metabolic,1.0,icd10_chapter_range +206,E12,(malnutrition-related diabetes mellitus),IV,"Endocrine, nutritional and metabolic diseases",diabetes_metabolic,1.0,icd10_chapter_range +207,E13,(other specified diabetes mellitus),IV,"Endocrine, nutritional and metabolic diseases",diabetes_metabolic,1.0,icd10_chapter_range +208,E14,(unspecified diabetes mellitus),IV,"Endocrine, nutritional and metabolic diseases",diabetes_metabolic,1.0,icd10_chapter_range +209,E15,(nondiabetic hypoglycaemic coma),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +210,E16,(other disorders of pancreatic internal secretion),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +211,E20,(hypoparathyroidism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +212,E21,(hyperparathyroidism and other disorders of parathyroid gland),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +213,E22,(hyperfunction of pituitary gland),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +214,E23,(hypofunction and other disorders of pituitary gland),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +215,E24,(cushing's syndrome),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +216,E25,(adrenogenital disorders),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +217,E26,(hyperaldosteronism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +218,E27,(other disorders of adrenal gland),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +219,E28,(ovarian dysfunction),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +220,E29,(testicular dysfunction),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +221,E30,"(disorders of puberty, not elsewhere classified)",IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +222,E31,(polyglandular dysfunction),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +223,E32,(diseases of thymus),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +224,E34,(other endocrine disorders),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +225,E35,(disorders of endocrine glands in diseases classified elsewhere),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +226,E41,(nutritional marasmus),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +227,E43,(unspecified severe protein-energy malnutrition),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +228,E44,(protein-energy malnutrition of moderate and mild degree),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +229,E45,(retarded development following protein-energy malnutrition),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +230,E46,(unspecified protein-energy malnutrition),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +231,E50,(vitamin a deficiency),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +232,E51,(thiamine deficiency),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +233,E52,(niacin deficiency [pellagra]),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +234,E53,(deficiency of other b group vitamins),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +235,E54,(ascorbic acid deficiency),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +236,E55,(vitamin d deficiency),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +237,E56,(other vitamin deficiencies),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +238,E58,(dietary calcium deficiency),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +239,E59,(dietary selenium deficiency),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +240,E60,(dietary zinc deficiency),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +241,E61,(deficiency of other nutrient elements),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +242,E63,(other nutritional deficiencies),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +243,E64,(sequelae of malnutrition and other nutritional deficiencies),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +244,E65,(localised adiposity),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +245,E66,(obesity),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +246,E67,(other hyperalimentation),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +247,E68,(sequelae of hyperalimentation),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +248,E70,(disorders of aromatic amino-acid metabolism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +249,E71,(disorders of branched-chain amino-acid metabolism and fatty-acid metabolism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +250,E72,(other disorders of amino-acid metabolism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +251,E73,(lactose intolerance),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +252,E74,(other disorders of carbohydrate metabolism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +253,E75,(disorders of sphingolipid metabolism and other lipid storage disorders),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +254,E76,(disorders of glycosaminoglycan metabolism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +255,E77,(disorders of glycoprotein metabolism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +256,E78,(disorders of lipoprotein metabolism and other lipidaemias),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +257,E79,(disorders of purine and pyrimidine metabolism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +258,E80,(disorders of porphyrin and bilirubin metabolism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +259,E83,(disorders of mineral metabolism),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +260,E84,(cystic fibrosis),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +261,E85,(amyloidosis),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +262,E86,(volume depletion),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +263,E87,"(other disorders of fluid, electrolyte and acid-base balance)",IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +264,E88,(other metabolic disorders),IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +265,E89,"(postprocedural endocrine and metabolic disorders, not elsewhere classified)",IV,"Endocrine, nutritional and metabolic diseases",metabolic_endocrine,1.0,icd10_chapter_range +266,F00,(dementia in alzheimer's disease),V,Mental and behavioural disorders,cognition_neuropsychiatric,1.0,icd10_chapter_range +267,F01,(vascular dementia),V,Mental and behavioural disorders,cognition_neuropsychiatric,1.0,icd10_chapter_range +268,F02,(dementia in other diseases classified elsewhere),V,Mental and behavioural disorders,cognition_neuropsychiatric,1.0,icd10_chapter_range +269,F03,(unspecified dementia),V,Mental and behavioural disorders,cognition_neuropsychiatric,1.0,icd10_chapter_range +270,F04,"(organic amnesic syndrome, not induced by alcohol and other psychoactive substances)",V,Mental and behavioural disorders,cognition_neuropsychiatric,1.0,icd10_chapter_range +271,F05,"(delirium, not induced by alcohol and other psychoactive substances)",V,Mental and behavioural disorders,cognition_neuropsychiatric,1.0,icd10_chapter_range +272,F06,(other mental disorders due to brain damage and dysfunction and to physical disease),V,Mental and behavioural disorders,cognition_neuropsychiatric,1.0,icd10_chapter_range +273,F07,"(personality and behavioural disorders due to brain disease, damage and dysfunction)",V,Mental and behavioural disorders,cognition_neuropsychiatric,1.0,icd10_chapter_range +274,F09,(unspecified organic or symptomatic mental disorder),V,Mental and behavioural disorders,cognition_neuropsychiatric,1.0,icd10_chapter_range +275,F10,(mental and behavioural disorders due to use of alcohol),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +276,F11,(mental and behavioural disorders due to use of opioids),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +277,F12,(mental and behavioural disorders due to use of cannabinoids),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +278,F13,(mental and behavioural disorders due to use of sedatives or hypnotics),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +279,F14,(mental and behavioural disorders due to use of cocaine),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +280,F15,"(mental and behavioural disorders due to use of other stimulants, including caffeine)",V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +281,F16,(mental and behavioural disorders due to use of hallucinogens),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +282,F17,(mental and behavioural disorders due to use of tobacco),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +283,F18,(mental and behavioural disorders due to use of volatile solvents),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +284,F19,(mental and behavioural disorders due to multiple drug use and use of other psychoactive substances),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +285,F20,(schizophrenia),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +286,F21,(schizotypal disorder),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +287,F22,(persistent delusional disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +288,F23,(acute and transient psychotic disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +289,F24,(induced delusional disorder),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +290,F25,(schizoaffective disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +291,F28,(other nonorganic psychotic disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +292,F29,(unspecified nonorganic psychosis),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +293,F30,(manic episode),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +294,F31,(bipolar affective disorder),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +295,F32,(depressive episode),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +296,F33,(recurrent depressive disorder),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +297,F34,(persistent mood [affective] disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +298,F38,(other mood [affective] disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +299,F39,(unspecified mood [affective] disorder),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +300,F40,(phobic anxiety disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +301,F41,(other anxiety disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +302,F42,(obsessive-compulsive disorder),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +303,F43,"(reaction to severe stress, and adjustment disorders)",V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +304,F44,(dissociative [conversion] disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +305,F45,(somatoform disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +306,F48,(other neurotic disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +307,F50,(eating disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +308,F51,(nonorganic sleep disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +309,F52,"(sexual dysfunction, not caused by organic disorder or disease)",V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +310,F53,"(mental and behavioural disorders associated with the puerperium, not elsewhere classified)",V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +311,F54,(psychological and behavioural factors associated with disorders or diseases classified elsewhere),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +312,F55,(abuse of non-dependence-producing substances),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +313,F59,(unspecified behavioural syndromes associated with physiological disturbances and physical factors),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +314,F60,(specific personality disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +315,F61,(mixed and other personality disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +316,F62,"(enduring personality changes, not attributable to brain damage and disease)",V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +317,F63,(habit and impulse disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +318,F64,(gender identity disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +319,F65,(disorders of sexual preference),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +320,F66,(psychological and behavioural disorders associated with sexual development and orientation),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +321,F68,(other disorders of adult personality and behaviour),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +322,F69,(unspecified disorder of adult personality and behaviour),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +323,F70,(mild mental retardation),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +324,F71,(moderate mental retardation),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +325,F72,(severe mental retardation),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +326,F78,(other mental retardation),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +327,F79,(unspecified mental retardation),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +328,F80,(specific developmental disorders of speech and language),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +329,F81,(specific developmental disorders of scholastic skills),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +330,F82,(specific developmental disorder of motor function),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +331,F83,(mixed specific developmental disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +332,F84,(pervasive developmental disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +333,F88,(other disorders of psychological development),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +334,F89,(unspecified disorder of psychological development),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +335,F90,(hyperkinetic disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +336,F91,(conduct disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +337,F92,(mixed disorders of conduct and emotions),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +338,F93,(emotional disorders with onset specific to childhood),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +339,F94,(disorders of social functioning with onset specific to childhood and adolescence),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +340,F95,(tic disorders),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +341,F98,(other behavioural and emotional disorders with onset usually occurring in childhood and adolescence),V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +342,F99,"(mental disorder, not otherwise specified)",V,Mental and behavioural disorders,mental_behavioral,1.0,icd10_chapter_range +343,G00,"(bacterial meningitis, not elsewhere classified)",VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +344,G01,(meningitis in bacterial diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +345,G02,(meningitis in other infectious and parasitic diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +346,G03,(meningitis due to other and unspecified causes),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +347,G04,"(encephalitis, myelitis and encephalomyelitis)",VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +348,G05,"(encephalitis, myelitis and encephalomyelitis in diseases classified elsewhere)",VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +349,G06,(intracranial and intraspinal abscess and granuloma),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +350,G07,(intracranial and intraspinal abscess and granuloma in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +351,G08,(intracranial and intraspinal phlebitis and thrombophlebitis),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +352,G09,(sequelae of inflammatory diseases of central nervous system),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +353,G10,(huntington's disease),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +354,G11,(hereditary ataxia),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +355,G12,(spinal muscular atrophy and related syndromes),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +356,G13,(systemic atrophies primarily affecting central nervous system in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +357,G14,(postpolio syndrome),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +358,G20,(parkinson's disease),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +359,G21,(secondary parkinsonism),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +360,G22,(parkinsonism in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +361,G23,(other degenerative diseases of basal ganglia),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +362,G24,(dystonia),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +363,G25,(other extrapyramidal and movement disorders),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +364,G30,(alzheimer's disease),VI,Diseases of the nervous system,cognition_neurodegenerative,1.0,icd10_chapter_range +365,G31,"(other degenerative diseases of nervous system, not elsewhere classified)",VI,Diseases of the nervous system,cognition_neurodegenerative,1.0,icd10_chapter_range +366,G32,(other degenerative disorders of nervous system in diseases classified elsewhere),VI,Diseases of the nervous system,cognition_neurodegenerative,1.0,icd10_chapter_range +367,G35,(multiple sclerosis),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +368,G36,(other acute disseminated demyelination),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +369,G37,(other demyelinating diseases of central nervous system),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +370,G40,(epilepsy),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +371,G41,(status epilepticus),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +372,G43,(migraine),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +373,G44,(other headache syndromes),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +374,G45,(transient cerebral ischaemic attacks and related syndromes),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +375,G46,(vascular syndromes of brain in cerebrovascular diseases),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +376,G47,(sleep disorders),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +377,G50,(disorders of trigeminal nerve),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +378,G51,(facial nerve disorders),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +379,G52,(disorders of other cranial nerves),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +380,G53,(cranial nerve disorders in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +381,G54,(nerve root and plexus disorders),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +382,G55,(nerve root and plexus compressions in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +383,G56,(mononeuropathies of upper limb),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +384,G57,(mononeuropathies of lower limb),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +385,G58,(other mononeuropathies),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +386,G59,(mononeuropathy in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +387,G60,(hereditary and idiopathic neuropathy),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +388,G61,(inflammatory polyneuropathy),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +389,G62,(other polyneuropathies),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +390,G63,(polyneuropathy in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +391,G64,(other disorders of peripheral nervous system),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +392,G70,(myasthenia gravis and other myoneural disorders),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +393,G71,(primary disorders of muscles),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +394,G72,(other myopathies),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +395,G73,(disorders of myoneural junction and muscle in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +396,G80,(infantile cerebral palsy),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +397,G81,(hemiplegia),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +398,G82,(paraplegia and tetraplegia),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +399,G83,(other paralytic syndromes),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +400,G90,(disorders of autonomic nervous system),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +401,G91,(hydrocephalus),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +402,G92,(toxic encephalopathy),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +403,G93,(other disorders of brain),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +404,G94,(other disorders of brain in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +405,G95,(other diseases of spinal cord),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +406,G96,(other disorders of central nervous system),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +407,G97,"(postprocedural disorders of nervous system, not elsewhere classified)",VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +408,G98,"(other disorders of nervous system, not elsewhere classified)",VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +409,G99,(other disorders of nervous system in diseases classified elsewhere),VI,Diseases of the nervous system,neurologic,1.0,icd10_chapter_range +410,H00,(hordeolum and chalazion),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +411,H01,(other inflammation of eyelid),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +412,H02,(other disorders of eyelid),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +413,H03,(disorders of eyelid in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +414,H04,(disorders of lachrymal system),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +415,H05,(disorders of orbit),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +416,H06,(disorders of lachrymal system and orbit in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +417,H10,(conjunctivitis),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +418,H11,(other disorders of conjunctiva),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +419,H13,(disorders of conjunctiva in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +420,H15,(disorders of sclera),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +421,H16,(keratitis),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +422,H17,(corneal scars and opacities),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +423,H18,(other disorders of cornea),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +424,H19,(disorders of sclera and cornea in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +425,H20,(iridocyclitis),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +426,H21,(other disorders of iris and ciliary body),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +427,H22,(disorders of iris and ciliary body in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +428,H25,(senile cataract),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +429,H26,(other cataract),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +430,H27,(other disorders of lens),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +431,H28,(cataract and other disorders of lens in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +432,H30,(chorioretinal inflammation),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +433,H31,(other disorders of choroid),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +434,H32,(chorioretinal disorders in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +435,H33,(retinal detachments and breaks),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +436,H34,(retinal vascular occlusions),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +437,H35,(other retinal disorders),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +438,H36,(retinal disorders in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +439,H40,(glaucoma),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +440,H42,(glaucoma in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +441,H43,(disorders of vitreous body),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +442,H44,(disorders of globe),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +443,H45,(disorders of vitreous body and globe in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +444,H46,(optic neuritis),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +445,H47,(other disorders of optic [2nd] nerve and visual pathways),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +446,H48,(disorders of optic [2nd] nerve and visual pathways in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +447,H49,(paralytic strabismus),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +448,H50,(other strabismus),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +449,H51,(other disorders of binocular movement),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +450,H52,(disorders of refraction and accommodation),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +451,H53,(visual disturbances),VII,Diseases of the eye and adnexa,sensory_vision,1.0,icd10_chapter_range +452,H54,(blindness and low vision),VII,Diseases of the eye and adnexa,sensory_vision,1.0,icd10_chapter_range +453,H55,(nystagmus and other irregular eye movements),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +454,H57,(other disorders of eye and adnexa),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +455,H58,(other disorders of eye and adnexa in diseases classified elsewhere),VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +456,H59,"(postprocedural disorders of eye and adnexa, not elsewhere classified)",VII,Diseases of the eye and adnexa,sensory_eye,1.0,icd10_chapter_range +457,H60,(otitis externa),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +458,H61,(other disorders of external ear),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +459,H62,(disorders of external ear in diseases classified elsewhere),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +460,H65,(nonsuppurative otitis media),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +461,H66,(suppurative and unspecified otitis media),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +462,H67,(otitis media in diseases classified elsewhere),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +463,H68,(eustachian salpingitis and obstruction),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +464,H69,(other disorders of eustachian tube),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +465,H70,(mastoiditis and related conditions),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +466,H71,(cholesteatoma of middle ear),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +467,H72,(perforation of tympanic membrane),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +468,H73,(other disorders of tympanic membrane),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +469,H74,(other disorders of middle ear and mastoid),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +470,H75,(other disorders of middle ear and mastoid in diseases classified elsewhere),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +471,H80,(otosclerosis),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +472,H81,(disorders of vestibular function),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +473,H82,(vertiginous syndromes in diseases classified elsewhere),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +474,H83,(other diseases of inner ear),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +475,H90,(conductive and sensorineural hearing loss),VIII,Diseases of the ear and mastoid process,sensory_hearing,1.0,icd10_chapter_range +476,H91,(other hearing loss),VIII,Diseases of the ear and mastoid process,sensory_hearing,1.0,icd10_chapter_range +477,H92,(otalgia and effusion of ear),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +478,H93,"(other disorders of ear, not elsewhere classified)",VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +479,H94,(other disorders of ear in diseases classified elsewhere),VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +480,H95,"(postprocedural disorders of ear and mastoid process, not elsewhere classified)",VIII,Diseases of the ear and mastoid process,sensory_ear,1.0,icd10_chapter_range +481,I00,(rheumatic fever without mention of heart involvement),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +482,I01,(rheumatic fever with heart involvement),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +483,I02,(rheumatic chorea),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +484,I05,(rheumatic mitral valve diseases),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +485,I06,(rheumatic aortic valve diseases),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +486,I07,(rheumatic tricuspid valve diseases),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +487,I08,(multiple valve diseases),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +488,I09,(other rheumatic heart diseases),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +489,I10,(essential (primary) hypertension),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +490,I11,(hypertensive heart disease),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +491,I12,(hypertensive renal disease),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +492,I13,(hypertensive heart and renal disease),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +493,I15,(secondary hypertension),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +494,I20,(angina pectoris),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +495,I21,(acute myocardial infarction),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +496,I22,(subsequent myocardial infarction),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +497,I23,(certain current complications following acute myocardial infarction),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +498,I24,(other acute ischaemic heart diseases),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +499,I25,(chronic ischaemic heart disease),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +500,I26,(pulmonary embolism),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +501,I27,(other pulmonary heart diseases),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +502,I28,(other diseases of pulmonary vessels),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +503,I30,(acute pericarditis),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +504,I31,(other diseases of pericardium),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +505,I32,(pericarditis in diseases classified elsewhere),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +506,I33,(acute and subacute endocarditis),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +507,I34,(nonrheumatic mitral valve disorders),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +508,I35,(nonrheumatic aortic valve disorders),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +509,I36,(nonrheumatic tricuspid valve disorders),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +510,I37,(pulmonary valve disorders),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +511,I38,"(endocarditis, valve unspecified)",IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +512,I39,(endocarditis and heart valve disorders in diseases classified elsewhere),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +513,I40,(acute myocarditis),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +514,I41,(myocarditis in diseases classified elsewhere),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +515,I42,(cardiomyopathy),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +516,I43,(cardiomyopathy in diseases classified elsewhere),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +517,I44,(atrioventricular and left bundle-branch block),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +518,I45,(other conduction disorders),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +519,I46,(cardiac arrest),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +520,I47,(paroxysmal tachycardia),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +521,I48,(atrial fibrillation and flutter),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +522,I49,(other cardiac arrhythmias),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +523,I50,(heart failure),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +524,I51,(complications and ill-defined descriptions of heart disease),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +525,I52,(other heart disorders in diseases classified elsewhere),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +526,I60,(subarachnoid haemorrhage),IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +527,I61,(intracerebral haemorrhage),IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +528,I62,(other nontraumatic intracranial haemorrhage),IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +529,I63,(cerebral infarction),IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +530,I64,"(stroke, not specified as haemorrhage or infarction)",IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +531,I65,"(occlusion and stenosis of precerebral arteries, not resulting in cerebral infarction)",IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +532,I66,"(occlusion and stenosis of cerebral arteries, not resulting in cerebral infarction)",IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +533,I67,(other cerebrovascular diseases),IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +534,I68,(cerebrovascular disorders in diseases classified elsewhere),IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +535,I69,(sequelae of cerebrovascular disease),IX,Diseases of the circulatory system,brain_vascular,1.0,icd10_chapter_range +536,I70,(atherosclerosis),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +537,I71,(aortic aneurysm and dissection),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +538,I72,(other aneurysm),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +539,I73,(other peripheral vascular diseases),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +540,I74,(arterial embolism and thrombosis),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +541,I77,(other disorders of arteries and arterioles),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +542,I78,(diseases of capillaries),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +543,I79,"(disorders of arteries, arterioles and capillaries in diseases classified elsewhere)",IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +544,I80,(phlebitis and thrombophlebitis),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +545,I81,(portal vein thrombosis),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +546,I82,(other venous embolism and thrombosis),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +547,I83,(varicose veins of lower extremities),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +548,I84,(haemorrhoids),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +549,I85,(oesophageal varices),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +550,I86,(varicose veins of other sites),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +551,I87,(other disorders of veins),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +552,I88,(nonspecific lymphadenitis),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +553,I89,(other non-infective disorders of lymphatic vessels and lymph nodes),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +554,I95,(hypotension),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +555,I97,"(postprocedural disorders of circulatory system, not elsewhere classified)",IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +556,I98,(other disorders of circulatory system in diseases classified elsewhere),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +557,I99,(other and unspecified disorders of circulatory system),IX,Diseases of the circulatory system,cardiovascular,1.0,icd10_chapter_range +558,J00,(acute nasopharyngitis [common cold]),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +559,J01,(acute sinusitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +560,J02,(acute pharyngitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +561,J03,(acute tonsillitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +562,J04,(acute laryngitis and tracheitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +563,J05,(acute obstructive laryngitis [croup] and epiglottitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +564,J06,(acute upper respiratory infections of multiple and unspecified sites),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +565,J09,(influenza due to certain identified influenza virus),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +566,J10,(influenza due to identified influenza virus),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +567,J11,"(influenza, virus not identified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +568,J12,"(viral pneumonia, not elsewhere classified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +569,J13,(pneumonia due to streptococcus pneumoniae),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +570,J14,(pneumonia due to haemophilus influenzae),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +571,J15,"(bacterial pneumonia, not elsewhere classified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +572,J16,"(pneumonia due to other infectious organisms, not elsewhere classified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +573,J17,(pneumonia in diseases classified elsewhere),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +574,J18,"(pneumonia, organism unspecified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +575,J20,(acute bronchitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +576,J21,(acute bronchiolitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +577,J22,(unspecified acute lower respiratory infection),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +578,J30,(vasomotor and allergic rhinitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +579,J31,"(chronic rhinitis, nasopharyngitis and pharyngitis)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +580,J32,(chronic sinusitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +581,J33,(nasal polyp),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +582,J34,(other disorders of nose and nasal sinuses),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +583,J35,(chronic diseases of tonsils and adenoids),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +584,J36,(peritonsillar abscess),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +585,J37,(chronic laryngitis and laryngotracheitis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +586,J38,"(diseases of vocal cords and larynx, not elsewhere classified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +587,J39,(other diseases of upper respiratory tract),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +588,J40,"(bronchitis, not specified as acute or chronic)",X,Diseases of the respiratory system,chronic_respiratory,1.0,icd10_chapter_range +589,J41,(simple and mucopurulent chronic bronchitis),X,Diseases of the respiratory system,chronic_respiratory,1.0,icd10_chapter_range +590,J42,(unspecified chronic bronchitis),X,Diseases of the respiratory system,chronic_respiratory,1.0,icd10_chapter_range +591,J43,(emphysema),X,Diseases of the respiratory system,chronic_respiratory,1.0,icd10_chapter_range +592,J44,(other chronic obstructive pulmonary disease),X,Diseases of the respiratory system,chronic_respiratory,1.0,icd10_chapter_range +593,J45,(asthma),X,Diseases of the respiratory system,chronic_respiratory,1.0,icd10_chapter_range +594,J46,(status asthmaticus),X,Diseases of the respiratory system,chronic_respiratory,1.0,icd10_chapter_range +595,J47,(bronchiectasis),X,Diseases of the respiratory system,chronic_respiratory,1.0,icd10_chapter_range +596,J60,(coalworker's pneumoconiosis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +597,J61,(pneumoconiosis due to asbestos and other mineral fibres),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +598,J62,(pneumoconiosis due to dust containing silica),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +599,J63,(pneumoconiosis due to other inorganic dusts),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +600,J64,(unspecified pneumoconiosis),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +601,J66,(airway disease due to specific organic dust),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +602,J67,(hypersensitivity pneumonitis due to organic dust),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +603,J68,"(respiratory conditions due to inhalation of chemicals, gases, fumes and vapours)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +604,J69,(pneumonitis due to solids and liquids),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +605,J70,(respiratory conditions due to other external agents),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +606,J80,(adult respiratory distress syndrome),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +607,J81,(pulmonary oedema),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +608,J82,"(pulmonary eosinophilia, not elsewhere classified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +609,J84,(other interstitial pulmonary diseases),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +610,J85,(abscess of lung and mediastinum),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +611,J86,(pyothorax),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +612,J90,"(pleural effusion, not elsewhere classified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +613,J91,(pleural effusion in conditions classified elsewhere),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +614,J92,(pleural plaque),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +615,J93,(pneumothorax),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +616,J94,(other pleural conditions),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +617,J95,"(postprocedural respiratory disorders, not elsewhere classified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +618,J96,"(respiratory failure, not elsewhere classified)",X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +619,J98,(other respiratory disorders),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +620,J99,(respiratory disorders in diseases classified elsewhere),X,Diseases of the respiratory system,respiratory,1.0,icd10_chapter_range +621,K00,(disorders of tooth development and eruption),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +622,K01,(embedded and impacted teeth),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +623,K02,(dental caries),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +624,K03,(other diseases of hard tissues of teeth),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +625,K04,(diseases of pulp and periapical tissues),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +626,K05,(gingivitis and periodontal diseases),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +627,K06,(other disorders of gingiva and edentulous alveolar ridge),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +628,K07,(dentofacial anomalies [including malocclusion]),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +629,K08,(other disorders of teeth and supporting structures),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +630,K09,"(cysts of oral region, not elsewhere classified)",XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +631,K10,(other diseases of jaws),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +632,K11,(diseases of salivary glands),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +633,K12,(stomatitis and related lesions),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +634,K13,(other diseases of lip and oral mucosa),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +635,K14,(diseases of tongue),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +636,K20,(oesophagitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +637,K21,(gastro-oesophageal reflux disease),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +638,K22,(other diseases of oesophagus),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +639,K23,(disorders of oesophagus in diseases classified elsewhere),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +640,K25,(gastric ulcer),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +641,K26,(duodenal ulcer),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +642,K27,"(peptic ulcer, site unspecified)",XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +643,K28,(gastrojejunal ulcer),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +644,K29,(gastritis and duodenitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +645,K30,(dyspepsia),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +646,K31,(other diseases of stomach and duodenum),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +647,K35,(acute appendicitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +648,K36,(other appendicitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +649,K37,(unspecified appendicitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +650,K38,(other diseases of appendix),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +651,K40,(inguinal hernia),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +652,K41,(femoral hernia),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +653,K42,(umbilical hernia),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +654,K43,(ventral hernia),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +655,K44,(diaphragmatic hernia),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +656,K45,(other abdominal hernia),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +657,K46,(unspecified abdominal hernia),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +658,K50,(crohn's disease [regional enteritis]),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +659,K51,(ulcerative colitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +660,K52,(other non-infective gastro-enteritis and colitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +661,K55,(vascular disorders of intestine),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +662,K56,(paralytic ileus and intestinal obstruction without hernia),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +663,K57,(diverticular disease of intestine),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +664,K58,(irritable bowel syndrome),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +665,K59,(other functional intestinal disorders),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +666,K60,(fissure and fistula of anal and rectal regions),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +667,K61,(abscess of anal and rectal regions),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +668,K62,(other diseases of anus and rectum),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +669,K63,(other diseases of intestine),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +670,K64,(haemorrhoids and perianal venous thrombosis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +671,K65,(peritonitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +672,K66,(other disorders of peritoneum),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +673,K67,(disorders of peritoneum in infectious diseases classified elsewhere),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +674,K70,(alcoholic liver disease),XI,Diseases of the digestive system,liver,1.0,icd10_chapter_range +675,K71,(toxic liver disease),XI,Diseases of the digestive system,liver,1.0,icd10_chapter_range +676,K72,"(hepatic failure, not elsewhere classified)",XI,Diseases of the digestive system,liver,1.0,icd10_chapter_range +677,K73,"(chronic hepatitis, not elsewhere classified)",XI,Diseases of the digestive system,liver,1.0,icd10_chapter_range +678,K74,(fibrosis and cirrhosis of liver),XI,Diseases of the digestive system,liver,1.0,icd10_chapter_range +679,K75,(other inflammatory liver diseases),XI,Diseases of the digestive system,liver,1.0,icd10_chapter_range +680,K76,(other diseases of liver),XI,Diseases of the digestive system,liver,1.0,icd10_chapter_range +681,K77,(liver disorders in diseases classified elsewhere),XI,Diseases of the digestive system,liver,1.0,icd10_chapter_range +682,K80,(cholelithiasis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +683,K81,(cholecystitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +684,K82,(other diseases of gallbladder),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +685,K83,(other diseases of biliary tract),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +686,K85,(acute pancreatitis),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +687,K86,(other diseases of pancreas),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +688,K87,"(disorders of gallbladder, biliary tract and pancreas in diseases classified elsewhere)",XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +689,K90,(intestinal malabsorption),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +690,K91,"(postprocedural disorders of digestive system, not elsewhere classified)",XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +691,K92,(other diseases of digestive system),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +692,K93,(disorders of other digestive organs in diseases classified elsewhere),XI,Diseases of the digestive system,digestive_liver,1.0,icd10_chapter_range +693,L00,(staphylococcal scalded skin syndrome),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +694,L01,(impetigo),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +695,L02,"(cutaneous abscess, furuncle and carbuncle)",XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +696,L03,(cellulitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +697,L04,(acute lymphadenitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +698,L05,(pilonidal cyst),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +699,L08,(other local infections of skin and subcutaneous tissue),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +700,L10,(pemphigus),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +701,L11,(other acantholytic disorders),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +702,L12,(pemphigoid),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +703,L13,(other bullous disorders),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +704,L14,(bullous disorders in diseases classified elsewhere),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +705,L20,(atopic dermatitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +706,L21,(seborrhoeic dermatitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +707,L22,(diaper [napkin] dermatitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +708,L23,(allergic contact dermatitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +709,L24,(irritant contact dermatitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +710,L25,(unspecified contact dermatitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +711,L26,(exfoliative dermatitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +712,L27,(dermatitis due to substances taken internally),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +713,L28,(lichen simplex chronicus and prurigo),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +714,L29,(pruritus),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +715,L30,(other dermatitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +716,L40,(psoriasis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +717,L41,(parapsoriasis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +718,L42,(pityriasis rosea),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +719,L43,(lichen planus),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +720,L44,(other papulosquamous disorders),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +721,L50,(urticaria),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +722,L51,(erythema multiforme),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +723,L52,(erythema nodosum),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +724,L53,(other erythematous conditions),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +725,L54,(erythema in diseases classified elsewhere),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +726,L55,(sunburn),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +727,L56,(other acute skin changes due to ultraviolet radiation),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +728,L57,(skin changes due to chronic exposure to nonionising radiation),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +729,L58,(radiodermatitis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +730,L59,(other disorders of skin and subcutaneous tissue related to radiation),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +731,L60,(nail disorders),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +732,L62,(nail disorders in diseases classified elsewhere),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +733,L63,(alopecia areata),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +734,L64,(androgenic alopecia),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +735,L65,(other nonscarring hair loss),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +736,L66,(cicatricial alopecia [scarring hair loss]),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +737,L67,(hair colour and hair shaft abnormalities),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +738,L68,(hypertrichosis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +739,L70,(acne),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +740,L71,(rosacea),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +741,L72,(follicular cysts of skin and subcutaneous tissue),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +742,L73,(other follicular disorders),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +743,L74,(eccrine sweat disorders),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +744,L75,(apocrine sweat disorders),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +745,L80,(vitiligo),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +746,L81,(other disorders of pigmentation),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +747,L82,(seborrhoeic keratosis),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +748,L83,(acanthosis nigricans),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +749,L84,(corns and callosities),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +750,L85,(other epidermal thickening),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +751,L86,(keratoderma in diseases classified elsewhere),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +752,L87,(transepidermal elimination disorders),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +753,L88,(pyoderma gangrenosum),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +754,L89,(decubitus ulcer),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +755,L90,(atrophic disorders of skin),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +756,L91,(hypertrophic disorders of skin),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +757,L92,(granulomatous disorders of skin and subcutaneous tissue),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +758,L93,(lupus erythematosus),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +759,L94,(other localised connective tissue disorders),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +760,L95,"(vasculitis limited to skin, not elsewhere classified)",XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +761,L97,"(ulcer of lower limb, not elsewhere classified)",XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +762,L98,"(other disorders of skin and subcutaneous tissue, not elsewhere classified)",XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +763,L99,(other disorders of skin and subcutaneous tissue in diseases classified elsewhere),XII,Diseases of the skin and subcutaneous tissue,skin_soft_tissue,1.0,icd10_chapter_range +764,M00,(pyogenic arthritis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +765,M01,(direct infections of joint in infectious and parasitic diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +766,M02,(reactive arthropathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +767,M03,(postinfective and reactive arthropathies in diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +768,M05,(seropositive rheumatoid arthritis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +769,M06,(other rheumatoid arthritis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +770,M07,(psoriatic and enteropathic arthropathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +771,M08,(juvenile arthritis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +772,M09,(juvenile arthritis in diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +773,M10,(gout),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +774,M11,(other crystal arthropathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +775,M12,(other specific arthropathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +776,M13,(other arthritis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +777,M14,(arthropathies in other diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +778,M15,(polyarthrosis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +779,M16,(coxarthrosis [arthrosis of hip]),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +780,M17,(gonarthrosis [arthrosis of knee]),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +781,M18,(arthrosis of first carpometacarpal joint),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +782,M19,(other arthrosis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +783,M20,(acquired deformities of fingers and toes),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +784,M21,(other acquired deformities of limbs),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +785,M22,(disorders of patella),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +786,M23,(internal derangement of knee),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +787,M24,(other specific joint derangements),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +788,M25,"(other joint disorders, not elsewhere classified)",XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +789,M30,(polyarteritis nodosa and related conditions),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +790,M31,(other necrotising vasculopathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +791,M32,(systemic lupus erythematosus),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +792,M33,(dermatopolymyositis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +793,M34,(systemic sclerosis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +794,M35,(other systemic involvement of connective tissue),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +795,M36,(systemic disorders of connective tissue in diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +796,M40,(kyphosis and lordosis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +797,M41,(scoliosis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +798,M42,(spinal osteochondrosis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +799,M43,(other deforming dorsopathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +800,M45,(ankylosing spondylitis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +801,M46,(other inflammatory spondylopathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +802,M47,(spondylosis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +803,M48,(other spondylopathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +804,M49,(spondylopathies in diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +805,M50,(cervical disk disorders),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +806,M51,(other intervertebral disk disorders),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +807,M53,"(other dorsopathies, not elsewhere classified)",XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +808,M54,(dorsalgia),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +809,M60,(myositis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +810,M61,(calcification and ossification of muscle),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +811,M62,(other disorders of muscle),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +812,M63,(disorders of muscle in diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +813,M65,(synovitis and tenosynovitis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +814,M66,(spontaneous rupture of synovium and tendon),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +815,M67,(other disorders of synovium and tendon),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +816,M68,(disorders of synovium and tendon in diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +817,M70,"(soft tissue disorders related to use, overuse and pressure)",XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +818,M71,(other bursopathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +819,M72,(fibroblastic disorders),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +820,M73,(soft tissue disorders in diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +821,M75,(shoulder lesions),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +822,M76,"(enthesopathies of lower limb, excluding foot)",XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +823,M77,(other enthesopathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +824,M79,"(other soft tissue disorders, not elsewhere classified)",XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +825,M80,(osteoporosis with pathological fracture),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +826,M81,(osteoporosis without pathological fracture),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +827,M82,(osteoporosis in diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +828,M83,(adult osteomalacia),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +829,M84,(disorders of continuity of bone),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +830,M85,(other disorders of bone density and structure),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +831,M86,(osteomyelitis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +832,M87,(osteonecrosis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +833,M88,(paget's disease of bone [osteitis deformans]),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +834,M89,(other disorders of bone),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +835,M90,(osteopathies in diseases classified elsewhere),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +836,M91,(juvenile osteochondrosis of hip and pelvis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +837,M92,(other juvenile osteochondrosis),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +838,M93,(other osteochondropathies),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +839,M94,(other disorders of cartilage),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +840,M95,(other acquired deformities of musculoskeletal system and connective tissue),XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +841,M96,"(postprocedural musculoskeletal disorders, not elsewhere classified)",XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +842,M99,"(biomechanical lesions, not elsewhere classified)",XIII,Diseases of the musculoskeletal system,musculoskeletal,1.0,icd10_chapter_range +843,N00,(acute nephritic syndrome),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +844,N01,(rapidly progressive nephritic syndrome),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +845,N02,(recurrent and persistent haematuria),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +846,N03,(chronic nephritic syndrome),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +847,N04,(nephrotic syndrome),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +848,N05,(unspecified nephritic syndrome),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +849,N06,(isolated proteinuria with specified morphological lesion),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +850,N07,"(hereditary nephropathy, not elsewhere classified)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +851,N08,(glomerular disorders in diseases classified elsewhere),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +852,N10,(acute tubulo-interstitial nephritis),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +853,N11,(chronic tubulo-interstitial nephritis),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +854,N12,"(tubulo-interstitial nephritis, not specified as acute or chronic)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +855,N13,(obstructive and reflux uropathy),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +856,N14,(drug- and heavy-metal-induced tubulo-interstitial and tubular conditions),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +857,N15,(other renal tubulo-interstitial diseases),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +858,N16,(renal tubulo-interstitial disorders in diseases classified elsewhere),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +859,N17,(acute renal failure),XIV,Diseases of the genitourinary system,kidney,1.0,icd10_chapter_range +860,N18,(chronic renal failure),XIV,Diseases of the genitourinary system,kidney,1.0,icd10_chapter_range +861,N19,(unspecified renal failure),XIV,Diseases of the genitourinary system,kidney,1.0,icd10_chapter_range +862,N20,(calculus of kidney and ureter),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +863,N21,(calculus of lower urinary tract),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +864,N22,(calculus of urinary tract in diseases classified elsewhere),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +865,N23,(unspecified renal colic),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +866,N25,(disorders resulting from impaired renal tubular function),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +867,N26,(unspecified contracted kidney),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +868,N27,(small kidney of unknown cause),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +869,N28,"(other disorders of kidney and ureter, not elsewhere classified)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +870,N29,(other disorders of kidney and ureter in diseases classified elsewhere),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +871,N30,(cystitis),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +872,N31,"(neuromuscular dysfunction of bladder, not elsewhere classified)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +873,N32,(other disorders of bladder),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +874,N33,(bladder disorders in diseases classified elsewhere),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +875,N34,(urethritis and urethral syndrome),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +876,N35,(urethral stricture),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +877,N36,(other disorders of urethra),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +878,N37,(urethral disorders in diseases classified elsewhere),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +879,N39,(other disorders of urinary system),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +880,N40,(hyperplasia of prostate),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +881,N41,(inflammatory diseases of prostate),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +882,N42,(other disorders of prostate),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +883,N43,(hydrocele and spermatocele),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +884,N44,(torsion of testis),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +885,N45,(orchitis and epididymitis),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +886,N46,(male infertility),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +887,N47,"(redundant prepuce, phimosis and paraphimosis)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +888,N48,(other disorders of penis),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +889,N49,"(inflammatory disorders of male genital organs, not elsewhere classified)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +890,N50,(other disorders of male genital organs),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +891,N51,(disorders of male genital organs in diseases classified elsewhere),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +892,N60,(benign mammary dysplasia),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +893,N61,(inflammatory disorders of breast),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +894,N62,(hypertrophy of breast),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +895,N63,(unspecified lump in breast),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +896,N64,(other disorders of breast),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +897,N70,(salpingitis and oophoritis),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +898,N71,"(inflammatory disease of uterus, except cervix)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +899,N72,(inflammatory disease of cervix uteri),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +900,N73,(other female pelvic inflammatory diseases),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +901,N74,(female pelvic inflammatory disorders in diseases classified elsewhere),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +902,N75,(diseases of bartholin's gland),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +903,N76,(other inflammation of vagina and vulva),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +904,N77,(vulvovaginal ulceration and inflammation in diseases classified elsewhere),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +905,N80,(endometriosis),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +906,N81,(female genital prolapse),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +907,N82,(fistulae involving female genital tract),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +908,N83,"(noninflammatory disorders of ovary, fallopian tube and broad ligament)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +909,N84,(polyp of female genital tract),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +910,N85,"(other noninflammatory disorders of uterus, except cervix)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +911,N86,(erosion and ectropion of cervix uteri),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +912,N87,(dysplasia of cervix uteri),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +913,N88,(other noninflammatory disorders of cervix uteri),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +914,N89,(other noninflammatory disorders of vagina),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +915,N90,(other noninflammatory disorders of vulva and perineum),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +916,N91,"(absent, scanty and rare menstruation)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +917,N92,"(excessive, frequent and irregular menstruation)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +918,N93,(other abnormal uterine and vaginal bleeding),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +919,N94,(pain and other conditions associated with female genital organs and menstrual cycle),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +920,N95,(menopausal and other perimenopausal disorders),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +921,N96,(habitual aborter),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +922,N97,(female infertility),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +923,N98,(complications associated with artificial fertilisation),XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +924,N99,"(postprocedural disorders of genito-urinary system, not elsewhere classified)",XIV,Diseases of the genitourinary system,genitourinary_renal,1.0,icd10_chapter_range +925,O00,(ectopic pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +926,O01,(hydatidiform mole),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +927,O02,(other abnormal products of conception),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +928,O03,(spontaneous abortion),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +929,O04,(medical abortion),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +930,O05,(other abortion),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +931,O06,(unspecified abortion),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +932,O07,(failed attempted abortion),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +933,O08,(complications following abortion and ectopic and molar pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +934,O10,"(pre-existing hypertension complicating pregnancy, childbirth and the puerperium)",XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +935,O11,(pre-existing hypertensive disorder with superimposed proteinuria),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +936,O12,(gestational [pregnancy-induced] oedema and proteinuria without hypertension),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +937,O13,(gestational [pregnancy-induced] hypertension without significant proteinuria),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +938,O14,(gestational [pregnancy-induced] hypertension with significant proteinuria),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +939,O15,(eclampsia),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +940,O16,(unspecified maternal hypertension),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +941,O20,(haemorrhage in early pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +942,O21,(excessive vomiting in pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +943,O22,(venous complications in pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +944,O23,(infections of genito-urinary tract in pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +945,O24,(diabetes mellitus in pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +946,O25,(malnutrition in pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +947,O26,(maternal care for other conditions predominantly related to pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +948,O28,(abnormal findings on antenatal screening of mother),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +949,O29,(complications of anaesthesia during pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +950,O30,(multiple gestation),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +951,O31,(complications specific to multiple gestation),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +952,O32,(maternal care for known or suspected malpresentation of foetus),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +953,O33,(maternal care for known or suspected disproportion),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +954,O34,(maternal care for known or suspected abnormality of pelvic organs),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +955,O35,(maternal care for known or suspected foetal abnormality and damage),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +956,O36,(maternal care for other known or suspected foetal problems),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +957,O40,(polyhydramnios),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +958,O41,(other disorders of amniotic fluid and membranes),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +959,O42,(premature rupture of membranes),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +960,O43,(placental disorders),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +961,O44,(placenta praevia),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +962,O45,(premature separation of placenta [abruptio placentae]),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +963,O46,"(antepartum haemorrhage, not elsewhere classified)",XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +964,O47,(false labour),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +965,O48,(prolonged pregnancy),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +966,O60,(preterm delivery),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +967,O61,(failed induction of labour),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +968,O62,(abnormalities of forces of labour),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +969,O63,(long labour),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +970,O64,(obstructed labour due to malposition and malpresentation of foetus),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +971,O65,(obstructed labour due to maternal pelvic abnormality),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +972,O66,(other obstructed labour),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +973,O67,"(labour and delivery complicated by intrapartum haemorrhage, not elsewhere classified)",XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +974,O68,(labour and delivery complicated by foetal stress [distress]),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +975,O69,(labour and delivery complicated by umbilical cord complications),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +976,O70,(perineal laceration during delivery),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +977,O71,(other obstetric trauma),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +978,O72,(postpartum haemorrhage),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +979,O73,"(retained placenta and membranes, without haemorrhage)",XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +980,O74,(complications of anaesthesia during labour and delivery),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +981,O75,"(other complications of labour and delivery, not elsewhere classified)",XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +982,O80,(single spontaneous delivery),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +983,O81,(single delivery by forceps and vacuum extractor),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +984,O82,(single delivery by caesarean section),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +985,O83,(other assisted single delivery),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +986,O84,(multiple delivery),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +987,O85,(puerperal sepsis),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +988,O86,(other puerperal infections),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +989,O87,(venous complications in the puerperium),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +990,O88,(obstetric embolism),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +991,O89,(complications of anaesthesia during the puerperium),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +992,O90,"(complications of the puerperium, not elsewhere classified)",XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +993,O91,(infections of breast associated with childbirth),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +994,O92,(other disorders of breast and lactation associated with childbirth),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +995,O94,"(sequelae of complication of pregnancy, childbirth and the puerperium)",XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +996,O96,(death from any obstetric cause occurring more than 42 days but less than one year after delivery),XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +997,O98,"(maternal infectious and parasitic diseases classifiable elsewhere but complicating pregnancy, childbirth and the puerperium)",XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +998,O99,"(other maternal diseases classifiable elsewhere but complicating pregnancy, childbirth and the puerperium)",XV,"Pregnancy, childbirth and puerperium",pregnancy_reproductive,1.0,icd10_chapter_range +999,P00,(foetus and newborn affected by maternal conditions that may be unrelated to present pregnancy),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1000,P02,"(foetus and newborn affected by complications of placenta, cord and membranes)",XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1001,P03,(foetus and newborn affected by other complications of labour and delivery),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1002,P04,(foetus and newborn affected by noxious influences transmitted via placenta or breast milk),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1003,P05,(slow foetal growth and foetal malnutrition),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1004,P07,"(disorders related to short gestation and low birth weight, not elsewhere classified)",XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1005,P08,(disorders related to long gestation and high birth weight),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1006,P10,(intracranial laceration and haemorrhage due to birth injury),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1007,P11,(other birth injuries to central nervous system),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1008,P12,(birth injury to scalp),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1009,P13,(birth injury to skeleton),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1010,P14,(birth injury to peripheral nervous system),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1011,P15,(other birth injuries),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1012,P20,(intra-uterine hypoxia),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1013,P21,(birth asphyxia),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1014,P22,(respiratory distress of newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1015,P23,(congenital pneumonia),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1016,P24,(neonatal aspiration syndromes),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1017,P25,(interstitial emphysema and related conditions originating in the perinatal period),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1018,P26,(pulmonary haemorrhage originating in the perinatal period),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1019,P27,(chronic respiratory disease originating in the perinatal period),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1020,P28,(other respiratory conditions originating in the perinatal period),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1021,P29,(cardiovascular disorders originating in the perinatal period),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1022,P35,(congenital viral diseases),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1023,P36,(bacterial sepsis of newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1024,P37,(other congenital infectious and parasitic diseases),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1025,P38,(omphalitis of newborn with or without mild haemorrhage),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1026,P39,(other infections specific to the perinatal period),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1027,P50,(foetal blood loss),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1028,P51,(umbilical haemorrhage of newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1029,P52,(intracranial nontraumatic haemorrhage of foetus and newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1030,P53,(haemorrhagic disease of foetus and newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1031,P54,(other neonatal haemorrhages),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1032,P55,(haemolytic disease of foetus and newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1033,P58,(neonatal jaundice due to other excessive haemolysis),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1034,P59,(neonatal jaundice from other and unspecified causes),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1035,P61,(other perinatal haematological disorders),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1036,P70,(transitory disorders of carbohydrate metabolism specific to foetus and newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1037,P71,(transitory neonatal disorders of calcium and magnesium metabolism),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1038,P78,(other perinatal digestive system disorders),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1039,P83,(other conditions of integument specific to foetus and newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1040,P91,(other disturbances of cerebral status of newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1041,P92,(feeding problems of newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1042,P94,(disorders of muscle tone of newborn),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1043,P95,(foetal death of unspecified cause),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1044,P96,(other conditions originating in the perinatal period),XVI,Certain conditions originating in the perinatal period,perinatal,1.0,icd10_chapter_range +1045,Q00,(anencephaly and similar malformations),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1046,Q01,(encephalocele),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1047,Q02,(microcephaly),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1048,Q03,(congenital hydrocephalus),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1049,Q04,(other congenital malformations of brain),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1050,Q05,(spina bifida),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1051,Q06,(other congenital malformations of spinal cord),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1052,Q07,(other congenital malformations of nervous system),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1053,Q10,"(congenital malformations of eyelid, lachrymal apparatus and orbit)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1054,Q11,"(anophthalmos, microphthalmos and macrophthalmos)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1055,Q12,(congenital lens malformations),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1056,Q13,(congenital malformations of anterior segment of eye),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1057,Q14,(congenital malformations of posterior segment of eye),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1058,Q15,(other congenital malformations of eye),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1059,Q16,(congenital malformations of ear causing impairment of hearing),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1060,Q17,(other congenital malformations of ear),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1061,Q18,(other congenital malformations of face and neck),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1062,Q20,(congenital malformations of cardiac chambers and connexions),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1063,Q21,(congenital malformations of cardiac septa),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1064,Q22,(congenital malformations of pulmonary and tricuspid valves),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1065,Q23,(congenital malformations of aortic and mitral valves),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1066,Q24,(other congenital malformations of heart),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1067,Q25,(congenital malformations of great arteries),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1068,Q26,(congenital malformations of great veins),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1069,Q27,(other congenital malformations of peripheral vascular system),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1070,Q28,(other congenital malformations of circulatory system),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1071,Q30,(congenital malformations of nose),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1072,Q31,(congenital malformations of larynx),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1073,Q32,(congenital malformations of trachea and bronchus),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1074,Q33,(congenital malformations of lung),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1075,Q34,(other congenital malformations of respiratory system),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1076,Q35,(cleft palate),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1077,Q36,(cleft lip),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1078,Q37,(cleft palate with cleft lip),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1079,Q38,"(other congenital malformations of tongue, mouth and pharynx)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1080,Q39,(congenital malformations of oesophagus),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1081,Q40,(other congenital malformations of upper alimentary tract),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1082,Q41,"(congenital absence, atresia and stenosis of small intestine)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1083,Q42,"(congenital absence, atresia and stenosis of large intestine)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1084,Q43,(other congenital malformations of intestine),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1085,Q44,"(congenital malformations of gallbladder, bile ducts and liver)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1086,Q45,(other congenital malformations of digestive system),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1087,Q50,"(congenital malformations of ovaries, fallopian tubes and broad ligaments)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1088,Q51,(congenital malformations of uterus and cervix),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1089,Q52,(other congenital malformations of female genitalia),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1090,Q53,(undescended testicle),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1091,Q54,(hypospadias),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1092,Q55,(other congenital malformations of male genital organs),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1093,Q56,(indeterminate sex and pseudohermaphroditism),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1094,Q60,(renal agenesis and other reduction defects of kidney),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1095,Q61,(cystic kidney disease),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1096,Q62,(congenital obstructive defects of renal pelvis and congenital malformations of ureter),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1097,Q63,(other congenital malformations of kidney),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1098,Q64,(other congenital malformations of urinary system),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1099,Q65,(congenital deformities of hip),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1100,Q66,(congenital deformities of feet),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1101,Q67,"(congenital musculoskeletal deformities of head, face, spine and chest)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1102,Q68,(other congenital musculoskeletal deformities),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1103,Q69,(polydactyly),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1104,Q70,(syndactyly),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1105,Q71,(reduction defects of upper limb),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1106,Q72,(reduction defects of lower limb),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1107,Q73,(reduction defects of unspecified limb),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1108,Q74,(other congenital malformations of limb(s)),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1109,Q75,(other congenital malformations of skull and face bones),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1110,Q76,(congenital malformations of spine and bony thorax),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1111,Q77,(osteochondrodysplasia with defects of growth of tubular bones and spine),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1112,Q78,(other osteochondrodysplasias),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1113,Q79,"(congenital malformations of musculoskeletal system, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1114,Q80,(congenital ichthyosis),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1115,Q81,(epidermolysis bullosa),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1116,Q82,(other congenital malformations of skin),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1117,Q83,(congenital malformations of breast),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1118,Q84,(other congenital malformations of integument),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1119,Q85,"(phakomatoses, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1120,Q86,"(congenital malformation syndromes due to known exogenous causes, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1121,Q87,(other specified congenital malformation syndromes affecting multiple systems),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1122,Q89,"(other congenital malformations, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1123,Q90,(down's syndrome),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1124,Q91,(edwards' syndrome and patau's syndrome),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1125,Q92,"(other trisomies and partial trisomies of the autosomes, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1126,Q93,"(monosomies and deletions from the autosomes, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1127,Q95,"(balanced rearrangements and structural markers, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1128,Q96,(turner's syndrome),XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1129,Q97,"(other sex chromosome abnormalities, female phenotype, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1130,Q98,"(other sex chromosome abnormalities, male phenotype, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1131,Q99,"(other chromosome abnormalities, not elsewhere classified)",XVII,Congenital malformations,congenital,1.0,icd10_chapter_range +1132,CXX,Unknown Cancer,,,unmapped,0.0,icd10_chapter_range +1133,C00,Malignant neoplasm of lip,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1134,C01,Malignant neoplasm of base of tongue,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1135,C02,Malignant neoplasm of other and unspecified parts of tongue,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1136,C03,Malignant neoplasm of gum,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1137,C04,Malignant neoplasm of floor of mouth,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1138,C05,Malignant neoplasm of palate,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1139,C06,Malignant neoplasm of other and unspecified parts of mouth,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1140,C07,Malignant neoplasm of parotid gland,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1141,C08,Malignant neoplasm of other and unspecified major salivary glands,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1142,C09,Malignant neoplasm of tonsil,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1143,C10,Malignant neoplasm of oropharynx,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1144,C11,Malignant neoplasm of nasopharynx,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1145,C12,Malignant neoplasm of pyriform sinus,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1146,C13,Malignant neoplasm of hypopharynx,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1147,C14,"Malignant neoplasm of other and ill-defined sites in the lip, oral cavity and pharynx",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1148,C15,Malignant neoplasm of oesophagus,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1149,C16,Malignant neoplasm of stomach,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1150,C17,Malignant neoplasm of small intestine,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1151,C18,Malignant neoplasm of colon,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1152,C19,Malignant neoplasm of rectosigmoid junction,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1153,C20,Malignant neoplasm of rectum,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1154,C21,Malignant neoplasm of anus and anal canal,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1155,C22,Malignant neoplasm of liver and intrahepatic bile ducts,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1156,C23,Malignant neoplasm of gallbladder,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1157,C24,Malignant neoplasm of other and unspecified parts of biliary tract,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1158,C25,Malignant neoplasm of pancreas,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1159,C26,Malignant neoplasm of other and ill-defined digestive organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1160,C30,Malignant neoplasm of nasal cavity and middle ear,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1161,C31,Malignant neoplasm of accessory sinuses,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1162,C32,Malignant neoplasm of larynx,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1163,C33,Malignant neoplasm of trachea,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1164,C34,Malignant neoplasm of bronchus and lung,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1165,C37,Malignant neoplasm of thymus,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1166,C38,"Malignant neoplasm of heart, mediastinum and pleura",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1167,C39,Malignant neoplasm of other and ill-defined sites in the respiratory system and intrathoracic organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1168,C40,Malignant neoplasm of bone and articular cartilage of limbs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1169,C41,Malignant neoplasm of bone and articular cartilage of other and unspecified sites,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1170,C42,hematopoietic and reticuloendothelial systems (ICD-O-3 specific),II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1171,C43,Malignant melanoma of skin,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1172,C44,Other malignant neoplasms of skin,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1173,C45,Mesothelioma,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1174,C46,Kaposi's sarcoma,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1175,C47,Malignant neoplasm of peripheral nerves and autonomic nervous system,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1176,C48,Malignant neoplasm of retroperitoneum and peritoneum,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1177,C49,Malignant neoplasm of other connective and soft tissue,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1178,C50,Malignant neoplasm of breast,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1179,C51,Malignant neoplasm of vulva,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1180,C52,Malignant neoplasm of vagina,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1181,C53,Malignant neoplasm of cervix uteri,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1182,C54,Malignant neoplasm of corpus uteri,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1183,C55,"Malignant neoplasm of uterus, part unspecified",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1184,C56,Malignant neoplasm of ovary,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1185,C57,Malignant neoplasm of other and unspecified female genital organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1186,C58,Malignant neoplasm of placenta,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1187,C60,Malignant neoplasm of penis,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1188,C61,Malignant neoplasm of prostate,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1189,C62,Malignant neoplasm of testis,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1190,C63,Malignant neoplasm of other and unspecified male genital organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1191,C64,"Malignant neoplasm of kidney, except renal pelvis",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1192,C65,Malignant neoplasm of renal pelvis,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1193,C66,Malignant neoplasm of ureter,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1194,C67,Malignant neoplasm of bladder,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1195,C68,Malignant neoplasm of other and unspecified urinary organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1196,C69,Malignant neoplasm of eye and adnexa,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1197,C70,Malignant neoplasm of meninges,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1198,C71,Malignant neoplasm of brain,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1199,C72,"Malignant neoplasm of spinal cord, cranial nerves and other parts of central nervous system",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1200,C73,Malignant neoplasm of thyroid gland,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1201,C74,Malignant neoplasm of adrenal gland,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1202,C75,Malignant neoplasm of other endocrine glands and related structures,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1203,C76,Malignant neoplasm of other and ill-defined sites,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1204,C77,Secondary and unspecified malignant neoplasm of lymph nodes,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1205,C78,Secondary malignant neoplasm of respiratory and digestive organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1206,C79,Secondary malignant neoplasm of other sites,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1207,C80,Malignant neoplasm without specification of site,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1208,C81,Hodgkin's disease,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1209,C82,Follicular [nodular] non-Hodgkin's lymphoma,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1210,C83,Diffuse non-Hodgkin's lymphoma,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1211,C84,Peripheral and cutaneous T-cell lymphomas,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1212,C85,Other and unspecified types of non-Hodgkin's lymphoma,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1213,C86,Other specified types of T/NK-cell lymphoma,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1214,C88,Malignant immunoproliferative diseases,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1215,C90,Multiple myeloma and malignant plasma cell neoplasms,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1216,C91,Lymphoid leukaemia,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1217,C92,Myeloid leukaemia,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1218,C93,Monocytic leukaemia,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1219,C94,Other leukaemias of specified cell type,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1220,C95,Leukaemia of unspecified cell type,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1221,C96,"Other and unspecified malignant neoplasms of lymphoid, haematopoietic and related tissue",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1222,C97,Malignant neoplasms of independent (primary) multiple sites,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1223,D00,"Carcinoma in situ of oral cavity, oesophagus and stomach",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1224,D01,Carcinoma in situ of other and unspecified digestive organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1225,D02,Carcinoma in situ of middle ear and respiratory system,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1226,D03,Melanoma in situ,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1227,D04,Carcinoma in situ of skin,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1228,D05,Carcinoma in situ of breast,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1229,D06,Carcinoma in situ of cervix uteri,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1230,D07,Carcinoma in situ of other and unspecified genital organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1231,D09,Carcinoma in situ of other and unspecified sites,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1232,D10,Benign neoplasm of mouth and pharynx,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1233,D11,Benign neoplasm of major salivary glands,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1234,D12,"Benign neoplasm of colon, rectum, anus and anal canal",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1235,D13,Benign neoplasm of other and ill-defined parts of digestive system,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1236,D15,Benign neoplasm of other and unspecified intrathoracic organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1237,D16,Benign neoplasm of bone and articular cartilage,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1238,D18,"Haemangioma and lymphangioma, any site",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1239,D27,Benign neoplasm of ovary,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1240,D30,Benign neoplasm of urinary organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1241,D32,Benign neoplasm of meninges,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1242,D33,Benign neoplasm of brain and other parts of central nervous system,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1243,D34,Benign neoplasm of thyroid gland,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1244,D35,Benign neoplasm of other and unspecified endocrine glands,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1245,D36,Benign neoplasm of other and unspecified sites,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1246,D37,Neoplasm of uncertain or unknown behaviour of oral cavity and digestive organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1247,D38,Neoplasm of uncertain or unknown behaviour of middle ear and respiratory and intrathoracic organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1248,D39,Neoplasm of uncertain or unknown behaviour of female genital organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1249,D40,Neoplasm of uncertain or unknown behaviour of male genital organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1250,D41,Neoplasm of uncertain or unknown behaviour of urinary organs,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1251,D42,Neoplasm of uncertain or unknown behaviour of meninges,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1252,D43,Neoplasm of uncertain or unknown behaviour of brain and central nervous system,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1253,D44,Neoplasm of uncertain or unknown behaviour of endocrine glands,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1254,D45,Polycythaemia vera,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1255,D46,Myelodysplastic syndromes,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1256,D47,"Other neoplasms of uncertain or unknown behaviour of lymphoid, haematopoietic and related tissue",II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1257,D48,Neoplasm of uncertain or unknown behaviour of other and unspecified sites,II,Neoplasms,neoplasm,1.0,icd10_chapter_range +1258,DEATH,,,,unmapped,0.0,icd10_chapter_range