{ "_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 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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 }