Upload MPNetForSequenceClassification

config.json

@@ -0,0 +1,579 @@
+{
+  "_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
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d4a5dd6dc1cba3795ffcdae41e951af3279a85d72837fe2e3e7d8bc7ec2d586
+size 438859693