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| "id2label": { |
| "0": "Abnormal findings on diagnostic imaging and in function studies, without diagnosis (R90-R94)", |
| "1": "Abnormal findings on examination of blood, without diagnosis (R70-R79)", |
| "2": "Abnormal findings on examination of other body fluids, substances and tissues, without diagnosis (R83-R89)", |
| "3": "Abnormal findings on examination of urine, without diagnosis (R80-R82)", |
| "4": "Abnormal tumor markers", |
| "5": "Accidental exposure to other specified factors (X52-X58)", |
| "6": "Accidental non-transport drowning and submersion (W65-W74)", |
| "7": "Acute kidney failure and chronic kidney disease (N17-N19)", |
| "8": "Acute rheumatic fever (I00-I02)", |
| "9": "Acute upper respiratory infections (J00-J06)", |
| "10": "Air and space transport accidents (V95-V97)", |
| "11": "Anxiety, dissociative, stress-related, somatoform and other nonpsychotic mental disorders (F40-F48)", |
| "12": "Aplastic and other anemias and other bone marrow failure syndromes (D60-D64)", |
| "13": "Arthropod-borne viral fevers and viral hemorrhagic fevers (A90-A99)", |
| "14": "Assault (X92-Y09)", |
| "15": "Autoinflammatory syndromes", |
| "16": "Bacterial and viral infectious agents (B95-B97)", |
| "17": "Behavioral and emotional disorders with onset usually occurring in childhood and adolescence (F90-F98)", |
| "18": "Behavioral syndromes associated with physiological disturbances and physical factors (F50-F59)", |
| "19": "Benign neoplasms, except benign neuroendocrine tumors (D10-D36)", |
| "20": "Benign neuroendocrine tumors", |
| "21": "Biomechanical lesions, not elsewhere classified", |
| "22": "Birth trauma (P10-P15)", |
| "23": "Blood type", |
| "24": "Body mass index [BMI]", |
| "25": "Bullous disorders (L10-L14)", |
| "26": "Burns and corrosions confined to eye and internal organs (T26-T28)", |
| "27": "Burns and corrosions of external body surface, specified by site (T20-T25)", |
| "28": "Burns and corrosions of multiple and unspecified body regions (T30-T32)", |
| "29": "Bus occupant injured in transport accident (V70-V79)", |
| "30": "Car occupant injured in transport accident (V40-V49)", |
| "31": "Cerebral palsy and other paralytic syndromes (G80-G83)", |
| "32": "Cerebrovascular diseases (I60-I69)", |
| "33": "Certain disorders involving the immune mechanism (D80-D89)", |
| "34": "Certain early complications of trauma, not elsewhere classified", |
| "35": "Certain zoonotic bacterial diseases (A20-A28)", |
| "36": "Chondropathies (M91-M94)", |
| "37": "Chromosomal abnormalities, not elsewhere classified (Q90-Q99)", |
| "38": "Chronic lower respiratory diseases (J40-J47)", |
| "39": "Chronic rheumatic heart diseases (I05-I09)", |
| "40": "Cleft lip and cleft palate (Q35-Q37)", |
| "41": "Coagulation defects, purpura and other hemorrhagic conditions (D65-D69)", |
| "42": "Complications of labor and delivery (O60-O77)", |
| "43": "Complications of surgical and medical care, not elsewhere classified (T80-T88)", |
| "44": "Complications predominantly related to the puerperium (O85-O92)", |
| "45": "Conditions involving the integument and temperature regulation of newborn (P80-P83)", |
| "46": "Congenital malformations and deformations of the musculoskeletal system (Q65-Q79)", |
| "47": "Congenital malformations of eye, ear, face and neck (Q10-Q18)", |
| "48": "Congenital malformations of genital organs (Q50-Q56)", |
| "49": "Congenital malformations of the circulatory system (Q20-Q28)", |
| "50": "Congenital malformations of the nervous system (Q00-Q07)", |
| "51": "Congenital malformations of the respiratory system (Q30-Q34)", |
| "52": "Congenital malformations of the urinary system (Q60-Q64)", |
| "53": "Contact with heat and hot substances (X10-X19)", |
| "54": "Deforming dorsopathies (M40-M43)", |
| "55": "Demyelinating diseases of the central nervous system (G35-G37)", |
| "56": "Dentofacial anomalies [including malocclusion] and other disorders of jaw (M26-M27)", |
| "57": "Dermatitis and eczema (L20-L30)", |
| "58": "Diabetes mellitus (E08-E13)", |
| "59": "Digestive system disorders of newborn (P76-P78)", |
| "60": "Diseases of appendix (K35-K38)", |
| "61": "Diseases of arteries, arterioles and capillaries (I70-I79)", |
| "62": "Diseases of esophagus, stomach and duodenum (K20-K31)", |
| "63": "Diseases of external ear (H60-H62)", |
| "64": "Diseases of inner ear (H80-H83)", |
| "65": "Diseases of liver (K70-K77)", |
| "66": "Diseases of male genital organs (N40-N53)", |
| "67": "Diseases of middle ear and mastoid (H65-H75)", |
| "68": "Diseases of myoneural junction and muscle (G70-G73)", |
| "69": "Diseases of oral cavity and salivary glands (K00-K14)", |
| "70": "Diseases of peritoneum and retroperitoneum (K65-K68)", |
| "71": "Diseases of veins, lymphatic vessels and lymph nodes, not elsewhere classified (I80-I89)", |
| "72": "Disorders of adult personality and behavior (F60-F69)", |
| "73": "Disorders of bone density and structure (M80-M85)", |
| "74": "Disorders of breast (N60-N65)", |
| "75": "Disorders of choroid and retina (H30-H36)", |
| "76": "Disorders of conjunctiva (H10-H11)", |
| "77": "Disorders of eyelid, lacrimal system and orbit (H00-H05)", |
| "78": "Disorders of gallbladder, biliary tract and pancreas (K80-K87)", |
| "79": "Disorders of lens (H25-H28)", |
| "80": "Disorders of muscles (M60-M63)", |
| "81": "Disorders of newborn related to length of gestation and fetal growth (P05-P08)", |
| "82": "Disorders of ocular muscles, binocular movement, accommodation and refraction (H49-H52)", |
| "83": "Disorders of optic nerve and visual pathways (H46-H47)", |
| "84": "Disorders of other endocrine glands (E20-E35)", |
| "85": "Disorders of sclera, cornea, iris and ciliary body (H15-H22)", |
| "86": "Disorders of skin appendages (L60-L75)", |
| "87": "Disorders of synovium and tendon (M65-M67)", |
| "88": "Disorders of thyroid gland (E00-E07)", |
| "89": "Disorders of vitreous body and globe (H43-H44)", |
| "90": "Edema, proteinuria and hypertensive disorders in pregnancy, childbirth and the puerperium (O10-O16)", |
| "91": "Effects of foreign body entering through natural orifice (T15-T19)", |
| "92": "Encounters for other specific health care (Z40-Z53)", |
| "93": "Episodic and paroxysmal disorders (G40-G47)", |
| "94": "Estrogen receptor status", |
| "95": "Event of undetermined intent (Y21-Y33)", |
| "96": "Exposure to animate mechanical forces (W50-W64)", |
| "97": "Exposure to electric current, radiation and extreme ambient air temperature and pressure (W85-W99)", |
| "98": "Exposure to forces of nature (X30-X39)", |
| "99": "Exposure to inanimate mechanical forces (W20-W49)", |
| "100": "Exposure to smoke, fire and flames (X00-X08)", |
| "101": "Extrapyramidal and movement disorders (G20-G26)", |
| "102": "Frostbite (T33-T34)", |
| "103": "General symptoms and signs (R50-R69)", |
| "104": "Genetic carrier and genetic susceptibility to disease (Z14-Z15)", |
| "105": "Glaucoma (H40-H42)", |
| "106": "Glomerular diseases (N00-N08)", |
| "107": "Helminthiases (B65-B83)", |
| "108": "Hemolytic anemias (D55-D59)", |
| "109": "Hemorrhagic and hematological disorders of newborn (P50-P61)", |
| "110": "Hernia (K40-K46)", |
| "111": "Hormone sensitivity malignancy status", |
| "112": "Hypertensive diseases (I10-I16)", |
| "113": "In situ neoplasms (D00-D09)", |
| "114": "Infections of the skin and subcutaneous tissue (L00-L08)", |
| "115": "Infections specific to the perinatal period (P35-P39)", |
| "116": "Infections with a predominantly sexual mode of transmission (A50-A64)", |
| "117": "Infectious arthropathies (M00-M02)", |
| "118": "Inflammatory diseases of female pelvic organs (N70-N77)", |
| "119": "Inflammatory diseases of the central nervous system (G00-G09)", |
| "120": "Inflammatory polyarthropathies (M05-M14)", |
| "121": "Influenza and pneumonia (J09-J18)", |
| "122": "Injuries to the abdomen, lower back, lumbar spine, pelvis and external genitals (S30-S39)", |
| "123": "Injuries to the ankle and foot (S90-S99)", |
| "124": "Injuries to the elbow and forearm (S50-S59)", |
| "125": "Injuries to the head (S00-S09)", |
| "126": "Injuries to the hip and thigh (S70-S79)", |
| "127": "Injuries to the knee and lower leg (S80-S89)", |
| "128": "Injuries to the neck (S10-S19)", |
| "129": "Injuries to the shoulder and upper arm (S40-S49)", |
| "130": "Injuries to the thorax (S20-S29)", |
| "131": "Injuries to the wrist, hand and fingers (S60-S69)", |
| "132": "Injury of unspecified body region", |
| "133": "Intentional self-harm (X71-X83)", |
| "134": "Intestinal infectious diseases (A00-A09)", |
| "135": "Intraoperative and postprocedural complications and disorders of ear and mastoid process, not elsewhere classified", |
| "136": "Intraoperative and postprocedural complications and disorders of eye and adnexa, not elsewhere classified", |
| "137": "Intraoperative and postprocedural complications and disorders of genitourinary system, not elsewhere classified", |
| "138": "Intraoperative and postprocedural complications and disorders of musculoskeletal system, not elsewhere classified", |
| "139": "Intraoperative and postprocedural complications and disorders of respiratory system, not elsewhere classified", |
| "140": "Intraoperative and postprocedural complications of skin and subcutaneous tissue", |
| "141": "Intraoperative and postprocedural complications of the spleen", |
| "142": "Intraoperative complications of endocrine system", |
| "143": "Ischemic heart diseases (I20-I25)", |
| "144": "Legal intervention, operations of war, military operations, and terrorism (Y35-Y38)", |
| "145": "Lung diseases due to external agents (J60-J70)", |
| "146": "Malignant neoplasm of breast", |
| "147": "Malignant neoplasms of bone and articular cartilage (C40-C41)", |
| "148": "Malignant neoplasms of digestive organs (C15-C26)", |
| "149": "Malignant neoplasms of eye, brain and other parts of central nervous system (C69-C72)", |
| "150": "Malignant neoplasms of female genital organs (C51-C58)", |
| "151": "Malignant neoplasms of ill-defined, other secondary and unspecified sites (C76-C80)", |
| "152": "Malignant neoplasms of lip, oral cavity and pharynx (C00-C14)", |
| "153": "Malignant neoplasms of lymphoid, hematopoietic and related tissue (C81-C96)", |
| "154": "Malignant neoplasms of male genital organs (C60-C63)", |
| "155": "Malignant neoplasms of mesothelial and soft tissue (C45-C49)", |
| "156": "Malignant neoplasms of respiratory and intrathoracic organs (C30-C39)", |
| "157": "Malignant neoplasms of thyroid and other endocrine glands (C73-C75)", |
| "158": "Malignant neoplasms of urinary tract (C64-C68)", |
| "159": "Malignant neuroendocrine tumors", |
| "160": "Malnutrition (E40-E46)", |
| "161": "Maternal care related to the fetus and amniotic cavity and possible delivery problems (O30-O48)", |
| "162": "Medical devices associated with adverse incidents in diagnostic and therapeutic use (Y70-Y82)", |
| "163": "Melanoma and other malignant neoplasms of skin (C43-C44)", |
| "164": "Mental and behavioral disorders due to psychoactive substance use (F10-F19)", |
| "165": "Mental disorders due to known physiological conditions (F01-F09)", |
| "166": "Metabolic disorders (E70-E88)", |
| "167": "Misadventures to patients during surgical and medical care (Y62-Y69)", |
| "168": "Mood [affective] disorders (F30-F39)", |
| "169": "Motorcycle rider injured in transport accident (V20-V29)", |
| "170": "Mycoses (B35-B49)", |
| "171": "Neoplasms of uncertain behavior, polycythemia vera and myelodysplastic syndromes (D37-D48)", |
| "172": "Neoplasms of unspecified behavior", |
| "173": "Nerve, nerve root and plexus disorders (G50-G59)", |
| "174": "Newborn affected by maternal factors and by complications of pregnancy, labor, and delivery (P00-P04)", |
| "175": "Noninfective enteritis and colitis (K50-K52)", |
| "176": "Noninflammatory disorders of female genital tract (N80-N98)", |
| "177": "Nutritional anemias (D50-D53)", |
| "178": "Occupant of heavy transport vehicle injured in transport accident (V60-V69)", |
| "179": "Occupant of pick-up truck or van injured in transport accident (V50-V59)", |
| "180": "Occupant of three-wheeled motor vehicle injured in transport accident (V30-V39)", |
| "181": "Osteoarthritis (M15-M19)", |
| "182": "Other acquired deformities of musculoskeletal system and connective tissue", |
| "183": "Other acute lower respiratory infections (J20-J22)", |
| "184": "Other and unspecified disorders of the circulatory system (I95-I99)", |
| "185": "Other and unspecified effects of external causes (T66-T78)", |
| "186": "Other and unspecified infectious diseases", |
| "187": "Other and unspecified transport accidents (V98-V99)", |
| "188": "Other bacterial diseases (A30-A49)", |
| "189": "Other congenital malformations (Q80-Q89)", |
| "190": "Other congenital malformations of the digestive system (Q38-Q45)", |
| "191": "Other degenerative diseases of the nervous system (G30-G32)", |
| "192": "Other diseases caused by chlamydiae (A70-A74)", |
| "193": "Other diseases of intestines (K55-K64)", |
| "194": "Other diseases of the digestive system (K90-K95)", |
| "195": "Other diseases of the pleura (J90-J94)", |
| "196": "Other diseases of the respiratory system (J96-J99)", |
| "197": "Other diseases of the urinary system (N30-N39)", |
| "198": "Other diseases of upper respiratory tract (J30-J39)", |
| "199": "Other disorders of blood and blood-forming organs (D70-D77)", |
| "200": "Other disorders of ear (H90-H94)", |
| "201": "Other disorders of eye and adnexa (H55-H57)", |
| "202": "Other disorders of glucose regulation and pancreatic internal secretion (E15-E16)", |
| "203": "Other disorders of kidney and ureter (N25-N29)", |
| "204": "Other disorders of the nervous system (G89-G99)", |
| "205": "Other disorders of the skin and subcutaneous tissue (L80-L99)", |
| "206": "Other disorders originating in the perinatal period (P90-P96)", |
| "207": "Other dorsopathies (M50-M54)", |
| "208": "Other forms of heart disease (I30-I52)", |
| "209": "Other human herpesviruses", |
| "210": "Other joint disorders (M20-M25)", |
| "211": "Other land transport accidents (V80-V89)", |
| "212": "Other maternal disorders predominantly related to pregnancy (O20-O29)", |
| "213": "Other nutritional deficiencies (E50-E64)", |
| "214": "Other obstetric conditions, not elsewhere classified (O94-O9A)", |
| "215": "Other osteopathies (M86-M90)", |
| "216": "Other respiratory diseases principally affecting the interstitium (J80-J84)", |
| "217": "Other soft tissue disorders (M70-M79)", |
| "218": "Other spirochetal diseases (A65-A69)", |
| "219": "Other viral diseases (B25-B34)", |
| "220": "Overexertion and strenuous or repetitive movements", |
| "221": "Overweight, obesity and other hyperalimentation (E65-E68)", |
| "222": "Papulosquamous disorders (L40-L45)", |
| "223": "Pedal cycle rider injured in transport accident (V10-V19)", |
| "224": "Pedestrian injured in transport accident (V00-V09)", |
| "225": "Pediculosis, acariasis and other infestations (B85-B89)", |
| "226": "Periprosthetic fracture around internal prosthetic joint", |
| "227": "Persons encountering health services for examinations (Z00-Z13)", |
| "228": "Persons encountering health services in circumstances related to reproduction (Z30-Z39)", |
| "229": "Persons encountering health services in other circumstances (Z69-Z76)", |
| "230": "Persons with potential health hazards related to communicable diseases (Z20-Z29)", |
| "231": "Persons with potential health hazards related to family and personal history and certain conditions influencing health status (Z77-Z99)", |
| "232": "Persons with potential health hazards related to socioeconomic and psychosocial circumstances (Z55-Z65)", |
| "233": "Pervasive and specific developmental disorders (F80-F89)", |
| "234": "Poisoning by, adverse effects of and underdosing of drugs, medicaments and biological substances (T36-T50)", |
| "235": "Polyneuropathies and other disorders of the peripheral nervous system (G60-G65)", |
| "236": "Postprocedural endocrine and metabolic complications and disorders, not elsewhere classified", |
| "237": "Pregnancy with abortive outcome (O00-O08)", |
| "238": "Protozoal diseases (B50-B64)", |
| "239": "Pulmonary heart disease and diseases of pulmonary circulation (I26-I28)", |
| "240": "Radiation-related disorders of the skin and subcutaneous tissue (L55-L59)", |
| "241": "Renal tubulo-interstitial diseases (N10-N16)", |
| "242": "Resistance to antimicrobial drugs", |
| "243": "Respiratory and cardiovascular disorders specific to the perinatal period (P19-P29)", |
| "244": "Retained foreign body fragments", |
| "245": "Rickettsioses (A75-A79)", |
| "246": "Schizophrenia, schizotypal, delusional, and other non-mood psychotic disorders (F20-F29)", |
| "247": "Secondary neuroendocrine tumors", |
| "248": "Sequelae of infectious and parasitic diseases (B90-B94)", |
| "249": "Slipping, tripping, stumbling and falls (W00-W19)", |
| "250": "Spondylopathies (M45-M49)", |
| "251": "Supervision of high risk pregnancy", |
| "252": "Supplementary factors related to causes of morbidity classified elsewhere (Y90-Y99)", |
| "253": "Suppurative and necrotic conditions of the lower respiratory tract (J85-J86)", |
| "254": "Surgical and other medical procedures as the cause of abnormal reaction of the patient, or of later complication, without mention of misadventure at the time of the procedure (Y83-Y84)", |
| "255": "Symptoms and signs involving cognition, perception, emotional state and behavior (R40-R46)", |
| "256": "Symptoms and signs involving speech and voice (R47-R49)", |
| "257": "Symptoms and signs involving the circulatory and respiratory systems (R00-R09)", |
| "258": "Symptoms and signs involving the digestive system and abdomen (R10-R19)", |
| "259": "Symptoms and signs involving the genitourinary system (R30-R39)", |
| "260": "Symptoms and signs involving the nervous and musculoskeletal systems (R25-R29)", |
| "261": "Symptoms and signs involving the skin and subcutaneous tissue (R20-R23)", |
| "262": "Systemic atrophies primarily affecting the central nervous system (G10-G14)", |
| "263": "Systemic connective tissue disorders (M30-M36)", |
| "264": "Toxic effects of substances chiefly nonmedicinal as to source (T51-T65)", |
| "265": "Transitory endocrine and metabolic disorders specific to newborn (P70-P74)", |
| "266": "Tuberculosis (A15-A19)", |
| "267": "Unspecified multiple injuries", |
| "268": "Urolithiasis (N20-N23)", |
| "269": "Urticaria and erythema (L49-L54)", |
| "270": "Viral and prion infections of the central nervous system (A80-A89)", |
| "271": "Viral hepatitis (B15-B19)", |
| "272": "Viral infections characterized by skin and mucous membrane lesions (B00-B09)", |
| "273": "Visual disturbances and blindness (H53-H54)", |
| "274": "Water transport accidents (V90-V94)" |
| }, |
| "initializer_range": 0.02, |
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| "label2id": { |
| "Abnormal findings on diagnostic imaging and in function studies, without diagnosis (R90-R94)": "0", |
| "Abnormal findings on examination of blood, without diagnosis (R70-R79)": "1", |
| "Abnormal findings on examination of other body fluids, substances and tissues, without diagnosis (R83-R89)": "2", |
| "Abnormal findings on examination of urine, without diagnosis (R80-R82)": "3", |
| "Abnormal tumor markers": "4", |
| "Accidental exposure to other specified factors (X52-X58)": "5", |
| "Accidental non-transport drowning and submersion (W65-W74)": "6", |
| "Acute kidney failure and chronic kidney disease (N17-N19)": "7", |
| "Acute rheumatic fever (I00-I02)": "8", |
| "Acute upper respiratory infections (J00-J06)": "9", |
| "Air and space transport accidents (V95-V97)": "10", |
| "Anxiety, dissociative, stress-related, somatoform and other nonpsychotic mental disorders (F40-F48)": "11", |
| "Aplastic and other anemias and other bone marrow failure syndromes (D60-D64)": "12", |
| "Arthropod-borne viral fevers and viral hemorrhagic fevers (A90-A99)": "13", |
| "Assault (X92-Y09)": "14", |
| "Autoinflammatory syndromes": "15", |
| "Bacterial and viral infectious agents (B95-B97)": "16", |
| "Behavioral and emotional disorders with onset usually occurring in childhood and adolescence (F90-F98)": "17", |
| "Behavioral syndromes associated with physiological disturbances and physical factors (F50-F59)": "18", |
| "Benign neoplasms, except benign neuroendocrine tumors (D10-D36)": "19", |
| "Benign neuroendocrine tumors": "20", |
| "Biomechanical lesions, not elsewhere classified": "21", |
| "Birth trauma (P10-P15)": "22", |
| "Blood type": "23", |
| "Body mass index [BMI]": "24", |
| "Bullous disorders (L10-L14)": "25", |
| "Burns and corrosions confined to eye and internal organs (T26-T28)": "26", |
| "Burns and corrosions of external body surface, specified by site (T20-T25)": "27", |
| "Burns and corrosions of multiple and unspecified body regions (T30-T32)": "28", |
| "Bus occupant injured in transport accident (V70-V79)": "29", |
| "Car occupant injured in transport accident (V40-V49)": "30", |
| "Cerebral palsy and other paralytic syndromes (G80-G83)": "31", |
| "Cerebrovascular diseases (I60-I69)": "32", |
| "Certain disorders involving the immune mechanism (D80-D89)": "33", |
| "Certain early complications of trauma, not elsewhere classified": "34", |
| "Certain zoonotic bacterial diseases (A20-A28)": "35", |
| "Chondropathies (M91-M94)": "36", |
| "Chromosomal abnormalities, not elsewhere classified (Q90-Q99)": "37", |
| "Chronic lower respiratory diseases (J40-J47)": "38", |
| "Chronic rheumatic heart diseases (I05-I09)": "39", |
| "Cleft lip and cleft palate (Q35-Q37)": "40", |
| "Coagulation defects, purpura and other hemorrhagic conditions (D65-D69)": "41", |
| "Complications of labor and delivery (O60-O77)": "42", |
| "Complications of surgical and medical care, not elsewhere classified (T80-T88)": "43", |
| "Complications predominantly related to the puerperium (O85-O92)": "44", |
| "Conditions involving the integument and temperature regulation of newborn (P80-P83)": "45", |
| "Congenital malformations and deformations of the musculoskeletal system (Q65-Q79)": "46", |
| "Congenital malformations of eye, ear, face and neck (Q10-Q18)": "47", |
| "Congenital malformations of genital organs (Q50-Q56)": "48", |
| "Congenital malformations of the circulatory system (Q20-Q28)": "49", |
| "Congenital malformations of the nervous system (Q00-Q07)": "50", |
| "Congenital malformations of the respiratory system (Q30-Q34)": "51", |
| "Congenital malformations of the urinary system (Q60-Q64)": "52", |
| "Contact with heat and hot substances (X10-X19)": "53", |
| "Deforming dorsopathies (M40-M43)": "54", |
| "Demyelinating diseases of the central nervous system (G35-G37)": "55", |
| "Dentofacial anomalies [including malocclusion] and other disorders of jaw (M26-M27)": "56", |
| "Dermatitis and eczema (L20-L30)": "57", |
| "Diabetes mellitus (E08-E13)": "58", |
| "Digestive system disorders of newborn (P76-P78)": "59", |
| "Diseases of appendix (K35-K38)": "60", |
| "Diseases of arteries, arterioles and capillaries (I70-I79)": "61", |
| "Diseases of esophagus, stomach and duodenum (K20-K31)": "62", |
| "Diseases of external ear (H60-H62)": "63", |
| "Diseases of inner ear (H80-H83)": "64", |
| "Diseases of liver (K70-K77)": "65", |
| "Diseases of male genital organs (N40-N53)": "66", |
| "Diseases of middle ear and mastoid (H65-H75)": "67", |
| "Diseases of myoneural junction and muscle (G70-G73)": "68", |
| "Diseases of oral cavity and salivary glands (K00-K14)": "69", |
| "Diseases of peritoneum and retroperitoneum (K65-K68)": "70", |
| "Diseases of veins, lymphatic vessels and lymph nodes, not elsewhere classified (I80-I89)": "71", |
| "Disorders of adult personality and behavior (F60-F69)": "72", |
| "Disorders of bone density and structure (M80-M85)": "73", |
| "Disorders of breast (N60-N65)": "74", |
| "Disorders of choroid and retina (H30-H36)": "75", |
| "Disorders of conjunctiva (H10-H11)": "76", |
| "Disorders of eyelid, lacrimal system and orbit (H00-H05)": "77", |
| "Disorders of gallbladder, biliary tract and pancreas (K80-K87)": "78", |
| "Disorders of lens (H25-H28)": "79", |
| "Disorders of muscles (M60-M63)": "80", |
| "Disorders of newborn related to length of gestation and fetal growth (P05-P08)": "81", |
| "Disorders of ocular muscles, binocular movement, accommodation and refraction (H49-H52)": "82", |
| "Disorders of optic nerve and visual pathways (H46-H47)": "83", |
| "Disorders of other endocrine glands (E20-E35)": "84", |
| "Disorders of sclera, cornea, iris and ciliary body (H15-H22)": "85", |
| "Disorders of skin appendages (L60-L75)": "86", |
| "Disorders of synovium and tendon (M65-M67)": "87", |
| "Disorders of thyroid gland (E00-E07)": "88", |
| "Disorders of vitreous body and globe (H43-H44)": "89", |
| "Edema, proteinuria and hypertensive disorders in pregnancy, childbirth and the puerperium (O10-O16)": "90", |
| "Effects of foreign body entering through natural orifice (T15-T19)": "91", |
| "Encounters for other specific health care (Z40-Z53)": "92", |
| "Episodic and paroxysmal disorders (G40-G47)": "93", |
| "Estrogen receptor status": "94", |
| "Event of undetermined intent (Y21-Y33)": "95", |
| "Exposure to animate mechanical forces (W50-W64)": "96", |
| "Exposure to electric current, radiation and extreme ambient air temperature and pressure (W85-W99)": "97", |
| "Exposure to forces of nature (X30-X39)": "98", |
| "Exposure to inanimate mechanical forces (W20-W49)": "99", |
| "Exposure to smoke, fire and flames (X00-X08)": "100", |
| "Extrapyramidal and movement disorders (G20-G26)": "101", |
| "Frostbite (T33-T34)": "102", |
| "General symptoms and signs (R50-R69)": "103", |
| "Genetic carrier and genetic susceptibility to disease (Z14-Z15)": "104", |
| "Glaucoma (H40-H42)": "105", |
| "Glomerular diseases (N00-N08)": "106", |
| "Helminthiases (B65-B83)": "107", |
| "Hemolytic anemias (D55-D59)": "108", |
| "Hemorrhagic and hematological disorders of newborn (P50-P61)": "109", |
| "Hernia (K40-K46)": "110", |
| "Hormone sensitivity malignancy status": "111", |
| "Hypertensive diseases (I10-I16)": "112", |
| "In situ neoplasms (D00-D09)": "113", |
| "Infections of the skin and subcutaneous tissue (L00-L08)": "114", |
| "Infections specific to the perinatal period (P35-P39)": "115", |
| "Infections with a predominantly sexual mode of transmission (A50-A64)": "116", |
| "Infectious arthropathies (M00-M02)": "117", |
| "Inflammatory diseases of female pelvic organs (N70-N77)": "118", |
| "Inflammatory diseases of the central nervous system (G00-G09)": "119", |
| "Inflammatory polyarthropathies (M05-M14)": "120", |
| "Influenza and pneumonia (J09-J18)": "121", |
| "Injuries to the abdomen, lower back, lumbar spine, pelvis and external genitals (S30-S39)": "122", |
| "Injuries to the ankle and foot (S90-S99)": "123", |
| "Injuries to the elbow and forearm (S50-S59)": "124", |
| "Injuries to the head (S00-S09)": "125", |
| "Injuries to the hip and thigh (S70-S79)": "126", |
| "Injuries to the knee and lower leg (S80-S89)": "127", |
| "Injuries to the neck (S10-S19)": "128", |
| "Injuries to the shoulder and upper arm (S40-S49)": "129", |
| "Injuries to the thorax (S20-S29)": "130", |
| "Injuries to the wrist, hand and fingers (S60-S69)": "131", |
| "Injury of unspecified body region": "132", |
| "Intentional self-harm (X71-X83)": "133", |
| "Intestinal infectious diseases (A00-A09)": "134", |
| "Intraoperative and postprocedural complications and disorders of ear and mastoid process, not elsewhere classified": "135", |
| "Intraoperative and postprocedural complications and disorders of eye and adnexa, not elsewhere classified": "136", |
| "Intraoperative and postprocedural complications and disorders of genitourinary system, not elsewhere classified": "137", |
| "Intraoperative and postprocedural complications and disorders of musculoskeletal system, not elsewhere classified": "138", |
| "Intraoperative and postprocedural complications and disorders of respiratory system, not elsewhere classified": "139", |
| "Intraoperative and postprocedural complications of skin and subcutaneous tissue": "140", |
| "Intraoperative and postprocedural complications of the spleen": "141", |
| "Intraoperative complications of endocrine system": "142", |
| "Ischemic heart diseases (I20-I25)": "143", |
| "Legal intervention, operations of war, military operations, and terrorism (Y35-Y38)": "144", |
| "Lung diseases due to external agents (J60-J70)": "145", |
| "Malignant neoplasm of breast": "146", |
| "Malignant neoplasms of bone and articular cartilage (C40-C41)": "147", |
| "Malignant neoplasms of digestive organs (C15-C26)": "148", |
| "Malignant neoplasms of eye, brain and other parts of central nervous system (C69-C72)": "149", |
| "Malignant neoplasms of female genital organs (C51-C58)": "150", |
| "Malignant neoplasms of ill-defined, other secondary and unspecified sites (C76-C80)": "151", |
| "Malignant neoplasms of lip, oral cavity and pharynx (C00-C14)": "152", |
| "Malignant neoplasms of lymphoid, hematopoietic and related tissue (C81-C96)": "153", |
| "Malignant neoplasms of male genital organs (C60-C63)": "154", |
| "Malignant neoplasms of mesothelial and soft tissue (C45-C49)": "155", |
| "Malignant neoplasms of respiratory and intrathoracic organs (C30-C39)": "156", |
| "Malignant neoplasms of thyroid and other endocrine glands (C73-C75)": "157", |
| "Malignant neoplasms of urinary tract (C64-C68)": "158", |
| "Malignant neuroendocrine tumors": "159", |
| "Malnutrition (E40-E46)": "160", |
| "Maternal care related to the fetus and amniotic cavity and possible delivery problems (O30-O48)": "161", |
| "Medical devices associated with adverse incidents in diagnostic and therapeutic use (Y70-Y82)": "162", |
| "Melanoma and other malignant neoplasms of skin (C43-C44)": "163", |
| "Mental and behavioral disorders due to psychoactive substance use (F10-F19)": "164", |
| "Mental disorders due to known physiological conditions (F01-F09)": "165", |
| "Metabolic disorders (E70-E88)": "166", |
| "Misadventures to patients during surgical and medical care (Y62-Y69)": "167", |
| "Mood [affective] disorders (F30-F39)": "168", |
| "Motorcycle rider injured in transport accident (V20-V29)": "169", |
| "Mycoses (B35-B49)": "170", |
| "Neoplasms of uncertain behavior, polycythemia vera and myelodysplastic syndromes (D37-D48)": "171", |
| "Neoplasms of unspecified behavior": "172", |
| "Nerve, nerve root and plexus disorders (G50-G59)": "173", |
| "Newborn affected by maternal factors and by complications of pregnancy, labor, and delivery (P00-P04)": "174", |
| "Noninfective enteritis and colitis (K50-K52)": "175", |
| "Noninflammatory disorders of female genital tract (N80-N98)": "176", |
| "Nutritional anemias (D50-D53)": "177", |
| "Occupant of heavy transport vehicle injured in transport accident (V60-V69)": "178", |
| "Occupant of pick-up truck or van injured in transport accident (V50-V59)": "179", |
| "Occupant of three-wheeled motor vehicle injured in transport accident (V30-V39)": "180", |
| "Osteoarthritis (M15-M19)": "181", |
| "Other acquired deformities of musculoskeletal system and connective tissue": "182", |
| "Other acute lower respiratory infections (J20-J22)": "183", |
| "Other and unspecified disorders of the circulatory system (I95-I99)": "184", |
| "Other and unspecified effects of external causes (T66-T78)": "185", |
| "Other and unspecified infectious diseases": "186", |
| "Other and unspecified transport accidents (V98-V99)": "187", |
| "Other bacterial diseases (A30-A49)": "188", |
| "Other congenital malformations (Q80-Q89)": "189", |
| "Other congenital malformations of the digestive system (Q38-Q45)": "190", |
| "Other degenerative diseases of the nervous system (G30-G32)": "191", |
| "Other diseases caused by chlamydiae (A70-A74)": "192", |
| "Other diseases of intestines (K55-K64)": "193", |
| "Other diseases of the digestive system (K90-K95)": "194", |
| "Other diseases of the pleura (J90-J94)": "195", |
| "Other diseases of the respiratory system (J96-J99)": "196", |
| "Other diseases of the urinary system (N30-N39)": "197", |
| "Other diseases of upper respiratory tract (J30-J39)": "198", |
| "Other disorders of blood and blood-forming organs (D70-D77)": "199", |
| "Other disorders of ear (H90-H94)": "200", |
| "Other disorders of eye and adnexa (H55-H57)": "201", |
| "Other disorders of glucose regulation and pancreatic internal secretion (E15-E16)": "202", |
| "Other disorders of kidney and ureter (N25-N29)": "203", |
| "Other disorders of the nervous system (G89-G99)": "204", |
| "Other disorders of the skin and subcutaneous tissue (L80-L99)": "205", |
| "Other disorders originating in the perinatal period (P90-P96)": "206", |
| "Other dorsopathies (M50-M54)": "207", |
| "Other forms of heart disease (I30-I52)": "208", |
| "Other human herpesviruses": "209", |
| "Other joint disorders (M20-M25)": "210", |
| "Other land transport accidents (V80-V89)": "211", |
| "Other maternal disorders predominantly related to pregnancy (O20-O29)": "212", |
| "Other nutritional deficiencies (E50-E64)": "213", |
| "Other obstetric conditions, not elsewhere classified (O94-O9A)": "214", |
| "Other osteopathies (M86-M90)": "215", |
| "Other respiratory diseases principally affecting the interstitium (J80-J84)": "216", |
| "Other soft tissue disorders (M70-M79)": "217", |
| "Other spirochetal diseases (A65-A69)": "218", |
| "Other viral diseases (B25-B34)": "219", |
| "Overexertion and strenuous or repetitive movements": "220", |
| "Overweight, obesity and other hyperalimentation (E65-E68)": "221", |
| "Papulosquamous disorders (L40-L45)": "222", |
| "Pedal cycle rider injured in transport accident (V10-V19)": "223", |
| "Pedestrian injured in transport accident (V00-V09)": "224", |
| "Pediculosis, acariasis and other infestations (B85-B89)": "225", |
| "Periprosthetic fracture around internal prosthetic joint": "226", |
| "Persons encountering health services for examinations (Z00-Z13)": "227", |
| "Persons encountering health services in circumstances related to reproduction (Z30-Z39)": "228", |
| "Persons encountering health services in other circumstances (Z69-Z76)": "229", |
| "Persons with potential health hazards related to communicable diseases (Z20-Z29)": "230", |
| "Persons with potential health hazards related to family and personal history and certain conditions influencing health status (Z77-Z99)": "231", |
| "Persons with potential health hazards related to socioeconomic and psychosocial circumstances (Z55-Z65)": "232", |
| "Pervasive and specific developmental disorders (F80-F89)": "233", |
| "Poisoning by, adverse effects of and underdosing of drugs, medicaments and biological substances (T36-T50)": "234", |
| "Polyneuropathies and other disorders of the peripheral nervous system (G60-G65)": "235", |
| "Postprocedural endocrine and metabolic complications and disorders, not elsewhere classified": "236", |
| "Pregnancy with abortive outcome (O00-O08)": "237", |
| "Protozoal diseases (B50-B64)": "238", |
| "Pulmonary heart disease and diseases of pulmonary circulation (I26-I28)": "239", |
| "Radiation-related disorders of the skin and subcutaneous tissue (L55-L59)": "240", |
| "Renal tubulo-interstitial diseases (N10-N16)": "241", |
| "Resistance to antimicrobial drugs": "242", |
| "Respiratory and cardiovascular disorders specific to the perinatal period (P19-P29)": "243", |
| "Retained foreign body fragments": "244", |
| "Rickettsioses (A75-A79)": "245", |
| "Schizophrenia, schizotypal, delusional, and other non-mood psychotic disorders (F20-F29)": "246", |
| "Secondary neuroendocrine tumors": "247", |
| "Sequelae of infectious and parasitic diseases (B90-B94)": "248", |
| "Slipping, tripping, stumbling and falls (W00-W19)": "249", |
| "Spondylopathies (M45-M49)": "250", |
| "Supervision of high risk pregnancy": "251", |
| "Supplementary factors related to causes of morbidity classified elsewhere (Y90-Y99)": "252", |
| "Suppurative and necrotic conditions of the lower respiratory tract (J85-J86)": "253", |
| "Surgical and other medical procedures as the cause of abnormal reaction of the patient, or of later complication, without mention of misadventure at the time of the procedure (Y83-Y84)": "254", |
| "Symptoms and signs involving cognition, perception, emotional state and behavior (R40-R46)": "255", |
| "Symptoms and signs involving speech and voice (R47-R49)": "256", |
| "Symptoms and signs involving the circulatory and respiratory systems (R00-R09)": "257", |
| "Symptoms and signs involving the digestive system and abdomen (R10-R19)": "258", |
| "Symptoms and signs involving the genitourinary system (R30-R39)": "259", |
| "Symptoms and signs involving the nervous and musculoskeletal systems (R25-R29)": "260", |
| "Symptoms and signs involving the skin and subcutaneous tissue (R20-R23)": "261", |
| "Systemic atrophies primarily affecting the central nervous system (G10-G14)": "262", |
| "Systemic connective tissue disorders (M30-M36)": "263", |
| "Toxic effects of substances chiefly nonmedicinal as to source (T51-T65)": "264", |
| "Transitory endocrine and metabolic disorders specific to newborn (P70-P74)": "265", |
| "Tuberculosis (A15-A19)": "266", |
| "Unspecified multiple injuries": "267", |
| "Urolithiasis (N20-N23)": "268", |
| "Urticaria and erythema (L49-L54)": "269", |
| "Viral and prion infections of the central nervous system (A80-A89)": "270", |
| "Viral hepatitis (B15-B19)": "271", |
| "Viral infections characterized by skin and mucous membrane lesions (B00-B09)": "272", |
| "Visual disturbances and blindness (H53-H54)": "273", |
| "Water transport accidents (V90-V94)": "274" |
| }, |
| "layer_norm_eps": 1e-05, |
| "max_position_embeddings": 514, |
| "model_type": "mpnet", |
| "num_attention_heads": 12, |
| "num_hidden_layers": 12, |
| "pad_token_id": 1, |
| "problem_type": "single_label_classification", |
| "relative_attention_num_buckets": 32, |
| "torch_dtype": "float32", |
| "transformers_version": "4.23.1", |
| "vocab_size": 30527 |
| } |
|
|
