Upload BertForSequenceClassification

config.json

@@ -0,0 +1,581 @@
+{
+  "_name_or_path": "icd_biobert",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "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,
+  "intermediate_size": 3072,
+  "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-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.24.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 28996
+}

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