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{
  "_name_or_path": "/content/drive/MyDrive/other/icd_stclassification",
  "architectures": [
    "MPNetForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "eos_token_id": 2,
  "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-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
}