biobert-ICD10-L3-mimic / config.json
rjac's picture
Upload BertForSequenceClassification
a23d02e
{
"_name_or_path": "model",
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "Abnormal findings on examination of blood without diagnosis R70-R79",
"1": "Acute kidney failure and chronic kidney disease N17-N19",
"2": "Acute rheumatic fever I00-I02",
"3": "Acute upper respiratory infections J00-J06",
"4": "Anxiety dissociative stress-related somatoform and other nonpsychotic mental disorders F40-F48",
"5": "Aplastic and other anemias and other bone marrow failure syndromes D60-D64",
"6": "Bacterial and viral infectious agents B95-B97",
"7": "Benign neoplasms except benign neuroendocrine tumors D10-D36",
"8": "Benign neuroendocrine tumors",
"9": "Cerebrovascular diseases I60-I69",
"10": "Certain disorders involving the immune mechanism D80-D89",
"11": "Certain early complications of trauma not elsewhere classified",
"12": "Chronic lower respiratory diseases J40-J47",
"13": "Chronic rheumatic heart diseases I05-I09",
"14": "Coagulation defects purpura and other hemorrhagic conditions D65-D69",
"15": "Complications of labor and delivery O60-O77",
"16": "Complications of surgical and medical care not elsewhere classified T80-T88",
"17": "Complications predominantly related to the puerperium O85-O92",
"18": "Congenital malformations and deformations of the musculoskeletal system Q65-Q79",
"19": "Congenital malformations of the circulatory system Q20-Q28",
"20": "Deforming dorsopathies M40-M43",
"21": "Demyelinating diseases of the central nervous system G35-G37",
"22": "Dentofacial anomalies including malocclusion and other disorders of jaw M26-M27",
"23": "Dermatitis and eczema L20-L30",
"24": "Diabetes mellitus E08-E13",
"25": "Diseases of appendix K35-K38",
"26": "Diseases of arteries arterioles and capillaries I70-I79",
"27": "Diseases of esophagus stomach and duodenum K20-K31",
"28": "Diseases of liver K70-K77",
"29": "Diseases of male genital organs N40-N53",
"30": "Diseases of myoneural junction and muscle G70-G73",
"31": "Diseases of oral cavity and salivary glands K00-K14",
"32": "Diseases of peritoneum and retroperitoneum K65-K68",
"33": "Diseases of veins lymphatic vessels and lymph nodes not elsewhere classified I80-I89",
"34": "Disorders of bone density and structure M80-M85",
"35": "Disorders of eyelid lacrimal system and orbit H00-H05",
"36": "Disorders of gallbladder biliary tract and pancreas K80-K87",
"37": "Disorders of muscles M60-M63",
"38": "Disorders of other endocrine glands E20-E35",
"39": "Disorders of thyroid gland E00-E07",
"40": "Edema proteinuria and hypertensive disorders in pregnancy childbirth and the puerperium O10-O16",
"41": "Effects of foreign body entering through natural orifice T15-T19",
"42": "Encounters for other specific health care Z40-Z53",
"43": "Episodic and paroxysmal disorders G40-G47",
"44": "Extrapyramidal and movement disorders G20-G26",
"45": "General symptoms and signs R50-R69",
"46": "Glaucoma H40-H42",
"47": "Glomerular diseases N00-N08",
"48": "Helminthiases B65-B83",
"49": "Hemolytic anemias D55-D59",
"50": "Hernia K40-K46",
"51": "Human immunodeficiency virus HIV disease",
"52": "Hypertensive diseases I10-I16",
"53": "In situ neoplasms D00-D09",
"54": "Infections of the skin and subcutaneous tissue L00-L08",
"55": "Infections with a predominantly sexual mode of transmission A50-A64",
"56": "Infectious arthropathies M00-M02",
"57": "Inflammatory diseases of the central nervous system G00-G09",
"58": "Inflammatory polyarthropathies M05-M14",
"59": "Influenza and pneumonia J09-J18",
"60": "Injuries to the abdomen lower back lumbar spine pelvis and external genitals S30-S39",
"61": "Injuries to the elbow and forearm S50-S59",
"62": "Injuries to the head S00-S09",
"63": "Injuries to the hip and thigh S70-S79",
"64": "Injuries to the knee and lower leg S80-S89",
"65": "Injuries to the neck S10-S19",
"66": "Injuries to the shoulder and upper arm S40-S49",
"67": "Injuries to the thorax S20-S29",
"68": "Injuries to the wrist hand and fingers S60-S69",
"69": "Intestinal infectious diseases A00-A09",
"70": "Intraoperative and postprocedural complications and disorders of respiratory system not elsewhere classified",
"71": "Intraoperative complications of endocrine system",
"72": "Ischemic heart diseases I20-I25",
"73": "Lung diseases due to external agents J60-J70",
"74": "Malignant neoplasm of breast",
"75": "Malignant neoplasms of bone and articular cartilage C40-C41",
"76": "Malignant neoplasms of digestive organs C15-C26",
"77": "Malignant neoplasms of eye brain and other parts of central nervous system C69-C72",
"78": "Malignant neoplasms of female genital organs C51-C58",
"79": "Malignant neoplasms of ill-defined other secondary and unspecified sites C76-C80",
"80": "Malignant neoplasms of lip oral cavity and pharynx C00-C14",
"81": "Malignant neoplasms of lymphoid hematopoietic and related tissue C81-C96",
"82": "Malignant neoplasms of male genital organs C60-C63",
"83": "Malignant neoplasms of mesothelial and soft tissue C45-C49",
"84": "Malignant neoplasms of respiratory and intrathoracic organs C30-C39",
"85": "Malignant neoplasms of thyroid and other endocrine glands C73-C75",
"86": "Malignant neoplasms of urinary tract C64-C68",
"87": "Malignant neuroendocrine tumors",
"88": "Malnutrition E40-E46",
"89": "Maternal care related to the fetus and amniotic cavity and possible delivery problems O30-O48",
"90": "Melanoma and other malignant neoplasms of skin C43-C44",
"91": "Mental and behavioral disorders due to psychoactive substance use F10-F19",
"92": "Mental disorders due to known physiological conditions F01-F09",
"93": "Metabolic disorders E70-E88",
"94": "Mood affective disorders F30-F39",
"95": "Mycoses B35-B49",
"96": "Neoplasms of uncertain behavior polycythemia vera and myelodysplastic syndromes D37-D48",
"97": "Neoplasms of unspecified behavior",
"98": "Nerve nerve root and plexus disorders G50-G59",
"99": "Noninfective enteritis and colitis K50-K52",
"100": "Noninflammatory disorders of female genital tract N80-N98",
"101": "Nutritional anemias D50-D53",
"102": "Osteoarthritis M15-M19",
"103": "Other acquired deformities of musculoskeletal system and connective tissue",
"104": "Other acute lower respiratory infections J20-J22",
"105": "Other and unspecified disorders of the circulatory system I95-I99",
"106": "Other and unspecified effects of external causes T66-T78",
"107": "Other bacterial diseases A30-A49",
"108": "Other congenital malformations Q80-Q89",
"109": "Other congenital malformations of the digestive system Q38-Q45",
"110": "Other degenerative diseases of the nervous system G30-G32",
"111": "Other diseases of intestines K55-K64",
"112": "Other diseases of the digestive system K90-K95",
"113": "Other diseases of the pleura J90-J94",
"114": "Other diseases of the respiratory system J96-J99",
"115": "Other diseases of the urinary system N30-N39",
"116": "Other diseases of upper respiratory tract J30-J39",
"117": "Other disorders of blood and blood-forming organs D70-D77",
"118": "Other disorders of glucose regulation and pancreatic internal secretion E15-E16",
"119": "Other disorders of kidney and ureter N25-N29",
"120": "Other disorders of the nervous system G89-G99",
"121": "Other disorders of the skin and subcutaneous tissue L80-L99",
"122": "Other dorsopathies M50-M54",
"123": "Other forms of heart disease I30-I52",
"124": "Other maternal disorders predominantly related to pregnancy O20-O29",
"125": "Other nutritional deficiencies E50-E64",
"126": "Other obstetric conditions not elsewhere classified O94-O9A",
"127": "Other osteopathies M86-M90",
"128": "Other respiratory diseases principally affecting the interstitium J80-J84",
"129": "Other soft tissue disorders M70-M79",
"130": "Other spirochetal diseases A65-A69",
"131": "Other viral diseases B25-B34",
"132": "Overweight obesity and other hyperalimentation E65-E68",
"133": "Pediculosis acariasis and other infestations B85-B89",
"134": "Poisoning by adverse effects of and underdosing of drugs medicaments and biological substances T36-T50",
"135": "Polyneuropathies and other disorders of the peripheral nervous system G60-G65",
"136": "Postprocedural endocrine and metabolic complications and disorders not elsewhere classified",
"137": "Pregnancy with abortive outcome O00-O08",
"138": "Protozoal diseases B50-B64",
"139": "Pulmonary heart disease and diseases of pulmonary circulation I26-I28",
"140": "Renal tubulo-interstitial diseases N10-N16",
"141": "Schizophrenia schizotypal delusional and other non-mood psychotic disorders F20-F29",
"142": "Spondylopathies M45-M49",
"143": "Suppurative and necrotic conditions of the lower respiratory tract J85-J86",
"144": "Symptoms and signs involving cognition perception emotional state and behavior R40-R46",
"145": "Symptoms and signs involving the circulatory and respiratory systems R00-R09",
"146": "Symptoms and signs involving the digestive system and abdomen R10-R19",
"147": "Symptoms and signs involving the genitourinary system R30-R39",
"148": "Symptoms and signs involving the skin and subcutaneous tissue R20-R23",
"149": "Systemic atrophies primarily affecting the central nervous system G10-G14",
"150": "Systemic connective tissue disorders M30-M36",
"151": "Toxic effects of substances chiefly nonmedicinal as to source T51-T65",
"152": "Tuberculosis A15-A19",
"153": "Urolithiasis N20-N23",
"154": "Urticaria and erythema L49-L54",
"155": "Viral and prion infections of the central nervous system A80-A89",
"156": "Viral hepatitis B15-B19",
"157": "Viral infections characterized by skin and mucous membrane lesions B00-B09"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"Abnormal findings on examination of blood without diagnosis R70-R79": "0",
"Acute kidney failure and chronic kidney disease N17-N19": "1",
"Acute rheumatic fever I00-I02": "2",
"Acute upper respiratory infections J00-J06": "3",
"Anxiety dissociative stress-related somatoform and other nonpsychotic mental disorders F40-F48": "4",
"Aplastic and other anemias and other bone marrow failure syndromes D60-D64": "5",
"Bacterial and viral infectious agents B95-B97": "6",
"Benign neoplasms except benign neuroendocrine tumors D10-D36": "7",
"Benign neuroendocrine tumors": "8",
"Cerebrovascular diseases I60-I69": "9",
"Certain disorders involving the immune mechanism D80-D89": "10",
"Certain early complications of trauma not elsewhere classified": "11",
"Chronic lower respiratory diseases J40-J47": "12",
"Chronic rheumatic heart diseases I05-I09": "13",
"Coagulation defects purpura and other hemorrhagic conditions D65-D69": "14",
"Complications of labor and delivery O60-O77": "15",
"Complications of surgical and medical care not elsewhere classified T80-T88": "16",
"Complications predominantly related to the puerperium O85-O92": "17",
"Congenital malformations and deformations of the musculoskeletal system Q65-Q79": "18",
"Congenital malformations of the circulatory system Q20-Q28": "19",
"Deforming dorsopathies M40-M43": "20",
"Demyelinating diseases of the central nervous system G35-G37": "21",
"Dentofacial anomalies including malocclusion and other disorders of jaw M26-M27": "22",
"Dermatitis and eczema L20-L30": "23",
"Diabetes mellitus E08-E13": "24",
"Diseases of appendix K35-K38": "25",
"Diseases of arteries arterioles and capillaries I70-I79": "26",
"Diseases of esophagus stomach and duodenum K20-K31": "27",
"Diseases of liver K70-K77": "28",
"Diseases of male genital organs N40-N53": "29",
"Diseases of myoneural junction and muscle G70-G73": "30",
"Diseases of oral cavity and salivary glands K00-K14": "31",
"Diseases of peritoneum and retroperitoneum K65-K68": "32",
"Diseases of veins lymphatic vessels and lymph nodes not elsewhere classified I80-I89": "33",
"Disorders of bone density and structure M80-M85": "34",
"Disorders of eyelid lacrimal system and orbit H00-H05": "35",
"Disorders of gallbladder biliary tract and pancreas K80-K87": "36",
"Disorders of muscles M60-M63": "37",
"Disorders of other endocrine glands E20-E35": "38",
"Disorders of thyroid gland E00-E07": "39",
"Edema proteinuria and hypertensive disorders in pregnancy childbirth and the puerperium O10-O16": "40",
"Effects of foreign body entering through natural orifice T15-T19": "41",
"Encounters for other specific health care Z40-Z53": "42",
"Episodic and paroxysmal disorders G40-G47": "43",
"Extrapyramidal and movement disorders G20-G26": "44",
"General symptoms and signs R50-R69": "45",
"Glaucoma H40-H42": "46",
"Glomerular diseases N00-N08": "47",
"Helminthiases B65-B83": "48",
"Hemolytic anemias D55-D59": "49",
"Hernia K40-K46": "50",
"Human immunodeficiency virus HIV disease": "51",
"Hypertensive diseases I10-I16": "52",
"In situ neoplasms D00-D09": "53",
"Infections of the skin and subcutaneous tissue L00-L08": "54",
"Infections with a predominantly sexual mode of transmission A50-A64": "55",
"Infectious arthropathies M00-M02": "56",
"Inflammatory diseases of the central nervous system G00-G09": "57",
"Inflammatory polyarthropathies M05-M14": "58",
"Influenza and pneumonia J09-J18": "59",
"Injuries to the abdomen lower back lumbar spine pelvis and external genitals S30-S39": "60",
"Injuries to the elbow and forearm S50-S59": "61",
"Injuries to the head S00-S09": "62",
"Injuries to the hip and thigh S70-S79": "63",
"Injuries to the knee and lower leg S80-S89": "64",
"Injuries to the neck S10-S19": "65",
"Injuries to the shoulder and upper arm S40-S49": "66",
"Injuries to the thorax S20-S29": "67",
"Injuries to the wrist hand and fingers S60-S69": "68",
"Intestinal infectious diseases A00-A09": "69",
"Intraoperative and postprocedural complications and disorders of respiratory system not elsewhere classified": "70",
"Intraoperative complications of endocrine system": "71",
"Ischemic heart diseases I20-I25": "72",
"Lung diseases due to external agents J60-J70": "73",
"Malignant neoplasm of breast": "74",
"Malignant neoplasms of bone and articular cartilage C40-C41": "75",
"Malignant neoplasms of digestive organs C15-C26": "76",
"Malignant neoplasms of eye brain and other parts of central nervous system C69-C72": "77",
"Malignant neoplasms of female genital organs C51-C58": "78",
"Malignant neoplasms of ill-defined other secondary and unspecified sites C76-C80": "79",
"Malignant neoplasms of lip oral cavity and pharynx C00-C14": "80",
"Malignant neoplasms of lymphoid hematopoietic and related tissue C81-C96": "81",
"Malignant neoplasms of male genital organs C60-C63": "82",
"Malignant neoplasms of mesothelial and soft tissue C45-C49": "83",
"Malignant neoplasms of respiratory and intrathoracic organs C30-C39": "84",
"Malignant neoplasms of thyroid and other endocrine glands C73-C75": "85",
"Malignant neoplasms of urinary tract C64-C68": "86",
"Malignant neuroendocrine tumors": "87",
"Malnutrition E40-E46": "88",
"Maternal care related to the fetus and amniotic cavity and possible delivery problems O30-O48": "89",
"Melanoma and other malignant neoplasms of skin C43-C44": "90",
"Mental and behavioral disorders due to psychoactive substance use F10-F19": "91",
"Mental disorders due to known physiological conditions F01-F09": "92",
"Metabolic disorders E70-E88": "93",
"Mood affective disorders F30-F39": "94",
"Mycoses B35-B49": "95",
"Neoplasms of uncertain behavior polycythemia vera and myelodysplastic syndromes D37-D48": "96",
"Neoplasms of unspecified behavior": "97",
"Nerve nerve root and plexus disorders G50-G59": "98",
"Noninfective enteritis and colitis K50-K52": "99",
"Noninflammatory disorders of female genital tract N80-N98": "100",
"Nutritional anemias D50-D53": "101",
"Osteoarthritis M15-M19": "102",
"Other acquired deformities of musculoskeletal system and connective tissue": "103",
"Other acute lower respiratory infections J20-J22": "104",
"Other and unspecified disorders of the circulatory system I95-I99": "105",
"Other and unspecified effects of external causes T66-T78": "106",
"Other bacterial diseases A30-A49": "107",
"Other congenital malformations Q80-Q89": "108",
"Other congenital malformations of the digestive system Q38-Q45": "109",
"Other degenerative diseases of the nervous system G30-G32": "110",
"Other diseases of intestines K55-K64": "111",
"Other diseases of the digestive system K90-K95": "112",
"Other diseases of the pleura J90-J94": "113",
"Other diseases of the respiratory system J96-J99": "114",
"Other diseases of the urinary system N30-N39": "115",
"Other diseases of upper respiratory tract J30-J39": "116",
"Other disorders of blood and blood-forming organs D70-D77": "117",
"Other disorders of glucose regulation and pancreatic internal secretion E15-E16": "118",
"Other disorders of kidney and ureter N25-N29": "119",
"Other disorders of the nervous system G89-G99": "120",
"Other disorders of the skin and subcutaneous tissue L80-L99": "121",
"Other dorsopathies M50-M54": "122",
"Other forms of heart disease I30-I52": "123",
"Other maternal disorders predominantly related to pregnancy O20-O29": "124",
"Other nutritional deficiencies E50-E64": "125",
"Other obstetric conditions not elsewhere classified O94-O9A": "126",
"Other osteopathies M86-M90": "127",
"Other respiratory diseases principally affecting the interstitium J80-J84": "128",
"Other soft tissue disorders M70-M79": "129",
"Other spirochetal diseases A65-A69": "130",
"Other viral diseases B25-B34": "131",
"Overweight obesity and other hyperalimentation E65-E68": "132",
"Pediculosis acariasis and other infestations B85-B89": "133",
"Poisoning by adverse effects of and underdosing of drugs medicaments and biological substances T36-T50": "134",
"Polyneuropathies and other disorders of the peripheral nervous system G60-G65": "135",
"Postprocedural endocrine and metabolic complications and disorders not elsewhere classified": "136",
"Pregnancy with abortive outcome O00-O08": "137",
"Protozoal diseases B50-B64": "138",
"Pulmonary heart disease and diseases of pulmonary circulation I26-I28": "139",
"Renal tubulo-interstitial diseases N10-N16": "140",
"Schizophrenia schizotypal delusional and other non-mood psychotic disorders F20-F29": "141",
"Spondylopathies M45-M49": "142",
"Suppurative and necrotic conditions of the lower respiratory tract J85-J86": "143",
"Symptoms and signs involving cognition perception emotional state and behavior R40-R46": "144",
"Symptoms and signs involving the circulatory and respiratory systems R00-R09": "145",
"Symptoms and signs involving the digestive system and abdomen R10-R19": "146",
"Symptoms and signs involving the genitourinary system R30-R39": "147",
"Symptoms and signs involving the skin and subcutaneous tissue R20-R23": "148",
"Systemic atrophies primarily affecting the central nervous system G10-G14": "149",
"Systemic connective tissue disorders M30-M36": "150",
"Toxic effects of substances chiefly nonmedicinal as to source T51-T65": "151",
"Tuberculosis A15-A19": "152",
"Urolithiasis N20-N23": "153",
"Urticaria and erythema L49-L54": "154",
"Viral and prion infections of the central nervous system A80-A89": "155",
"Viral hepatitis B15-B19": "156",
"Viral infections characterized by skin and mucous membrane lesions B00-B09": "157"
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.24.0",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 28996
}