| { | |
| "architectures": [ | |
| "BertForSequenceClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "dtype": "float32", | |
| "gradient_checkpointing": false, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "abdominal distension", | |
| "1": "abnormal uterine bleeding", | |
| "2": "abortion", | |
| "3": "acetaminophen overdose", | |
| "4": "acial lipoatrophy", | |
| "5": "acial wrinkles", | |
| "6": "acne", | |
| "7": "actinic keratosis", | |
| "8": "actor ix deficiency", | |
| "9": "acute coronary syndrome", | |
| "10": "acute lymphoblastic leukemia", | |
| "11": "acute nonlymphocytic leukemia", | |
| "12": "acute otitis externa", | |
| "13": "acute promyelocytic leukemia", | |
| "14": "addison's disease", | |
| "15": "adhd", | |
| "16": "adrenocortical insufficiency", | |
| "17": "adult human growth hormone deficiency", | |
| "18": "aggressive behavi", | |
| "19": "agitated state", | |
| "20": "agitation", | |
| "21": "aids related wasting", | |
| "22": "ailure to thrive", | |
| "23": "alcohol dependence", | |
| "24": "alcohol withdrawal", | |
| "25": "allergic reactions", | |
| "26": "allergic rhinitis", | |
| "27": "allergic urticaria", | |
| "28": "allergies", | |
| "29": "alopecia", | |
| "30": "alpha-1 proteinase inhibitor deficiency", | |
| "31": "alzheimer's disease", | |
| "32": "amebiasis", | |
| "33": "amenorrhea", | |
| "34": "amilial cold autoinflammatory syndrome", | |
| "35": "amilial mediterranean feve", | |
| "36": "amyotrophic lateral sclerosis", | |
| "37": "anal fissure and fistula", | |
| "38": "anal itching", | |
| "39": "anaphylaxis", | |
| "40": "anaplastic astrocytoma", | |
| "41": "anaplastic oligodendroglioma", | |
| "42": "androgenetic alopecia", | |
| "43": "anemia", | |
| "44": "anemia associated with chronic renal failure", | |
| "45": "anemia, chemotherapy induced", | |
| "46": "anemia, sickle cell", | |
| "47": "anesthesia", | |
| "48": "anesthetic adjunct", | |
| "49": "angina", | |
| "50": "angina pectoris prophylaxis", | |
| "51": "angioedema", | |
| "52": "ankylosing spondylitis", | |
| "53": "anorexia", | |
| "54": "anorexia/feeding problems", | |
| "55": "anthrax", | |
| "56": "anti nmda receptor encephalitis", | |
| "57": "antiphospholipid syndrome", | |
| "58": "anxiety", | |
| "59": "anxiety and stress", | |
| "60": "aphthous ulce", | |
| "61": "aplastic anemia", | |
| "62": "arrhythmia", | |
| "63": "ascariasis", | |
| "64": "asperger syndrome", | |
| "65": "aspergillosis, aspergilloma", | |
| "66": "aspiration pneumonia", | |
| "67": "asthma", | |
| "68": "asthma, acute", | |
| "69": "asthma, maintenance", | |
| "70": "atherosclerosis", | |
| "71": "atigue", | |
| "72": "atopic dermatitis", | |
| "73": "atrial fibrillation", | |
| "74": "atrial flutte", | |
| "75": "atrophic urethritis", | |
| "76": "atrophic vaginitis", | |
| "77": "auditory processing disorde", | |
| "78": "autism", | |
| "79": "autoimmune hemolytic anemia", | |
| "80": "autoimmune hepatitis", | |
| "81": "av heart block", | |
| "82": "avian influenza", | |
| "83": "b12 nutritional deficiency", | |
| "84": "babesiosis", | |
| "85": "back pain", | |
| "86": "bacterial endocarditis prevention", | |
| "87": "bacterial infection", | |
| "88": "bacterial skin infection", | |
| "89": "bacterial vaginitis", | |
| "90": "barrett's esophagus", | |
| "91": "bartonellosis", | |
| "92": "basal cell carcinoma", | |
| "93": "behcet's disease", | |
| "94": "benign essential trem", | |
| "95": "benign prostatic hyperplasia", | |
| "96": "benzodiazepine withdrawal", | |
| "97": "biliary cirrhosis", | |
| "98": "binge eating disorde", | |
| "99": "bipolar disorde", | |
| "100": "birth control", | |
| "101": "bladder infection", | |
| "102": "bleeding disorde", | |
| "103": "blepharitis", | |
| "104": "body dysmorphic disorde", | |
| "105": "body imaging", | |
| "106": "bone infection", | |
| "107": "borderline personality disorde", | |
| "108": "bowel preparation", | |
| "109": "brain tum", | |
| "110": "breakthrough pain", | |
| "111": "breast cance", | |
| "112": "breast cancer, adjuvant", | |
| "113": "breast cancer, metastatic", | |
| "114": "breast cancer, palliative", | |
| "115": "breast cancer, prevention", | |
| "116": "bronchiectasis", | |
| "117": "bronchitis", | |
| "118": "bronchospasm prophylaxis", | |
| "119": "bulimia", | |
| "120": "bullous pemphigoid", | |
| "121": "burning mouth syndrome", | |
| "122": "burns, external", | |
| "123": "bursitis", | |
| "124": "cachexia", | |
| "125": "cal segmental glomerulosclerosis", | |
| "126": "campylobacter gastroenteritis", | |
| "127": "cance", | |
| "128": "candida urinary tract infection", | |
| "129": "candidemia", | |
| "130": "carcinoid tum", | |
| "131": "cardiovascular risk reduction", | |
| "132": "cataplexy", | |
| "133": "cerebral edema", | |
| "134": "cerebral spasticity", | |
| "135": "cerebrovascular insufficiency", | |
| "136": "cervical dystonia", | |
| "137": "chlamydia infection", | |
| "138": "cholera", | |
| "139": "chronic eosinophilic leukemia", | |
| "140": "chronic fatigue syndrome", | |
| "141": "chronic idiopathic constipation", | |
| "142": "chronic inflammatory demyelinating polyradiculoneuropathy", | |
| "143": "chronic lymphocytic leukemia", | |
| "144": "chronic myelogenous leukemia", | |
| "145": "chronic myofascial pain", | |
| "146": "chronic pain", | |
| "147": "chronic pancreatitis", | |
| "148": "chronic spasticity", | |
| "149": "clostridial infection", | |
| "150": "cluster headaches", | |
| "151": "cluster-tic syndrome", | |
| "152": "cmv prophylaxis", | |
| "153": "cns magnetic resonance imaging", | |
| "154": "coccidioidomycosis", | |
| "155": "cogan's syndrome", | |
| "156": "cold sores", | |
| "157": "cold symptoms", | |
| "158": "colorectal cance", | |
| "159": "computed tomography", | |
| "160": "condylomata acuminata", | |
| "161": "conjunctivitis", | |
| "162": "conjunctivitis, allergic", | |
| "163": "conjunctivitis, bacterial", | |
| "164": "constipation", | |
| "165": "constipation, acute", | |
| "166": "constipation, chronic", | |
| "167": "constipation, drug induced", | |
| "168": "copd", | |
| "169": "copd, acute", | |
| "170": "copd, maintenance", | |
| "171": "corneal refractive surgery", | |
| "172": "corneal ulce", | |
| "173": "coronary artery disease", | |
| "174": "costochondritis", | |
| "175": "cough", | |
| "176": "cough and nasal congestion", | |
| "177": "crohn's disease", | |
| "178": "crohn's disease, acute", | |
| "179": "crohn's disease, maintenance", | |
| "180": "croup", | |
| "181": "cutaneous candidiasis", | |
| "182": "cutaneous larva migrans", | |
| "183": "cutaneous t-cell lymphoma", | |
| "184": "cyclic vomiting syndrome", | |
| "185": "cyclitis", | |
| "186": "cyclothymic disorde", | |
| "187": "cystic fibrosis", | |
| "188": "dandruff", | |
| "189": "deep neck infection", | |
| "190": "deep vein thrombosis", | |
| "191": "deep vein thrombosis prophylaxis after hip replacement surgery", | |
| "192": "deep vein thrombosis prophylaxis after knee replacement surgery", | |
| "193": "deep vein thrombosis, first event", | |
| "194": "deep vein thrombosis, prophylaxis", | |
| "195": "deep vein thrombosis, recurrent event", | |
| "196": "delayed puberty, male", | |
| "197": "dementia", | |
| "198": "dental abscess", | |
| "199": "depression", | |
| "200": "dercum's disease", | |
| "201": "dermatitis", | |
| "202": "dermatitis herpeti", | |
| "203": "dermatitis herpetiformis", | |
| "204": "dermatologic lesion", | |
| "205": "dermatological disorders", | |
| "206": "dermatomyositis", | |
| "207": "dermatophytosis", | |
| "208": "diabetes insipidus", | |
| "209": "diabetes, type 1", | |
| "210": "diabetes, type 2", | |
| "211": "diabetic kidney disease", | |
| "212": "diabetic macular edema", | |
| "213": "diabetic peripheral neuropathy", | |
| "214": "diagnosis and investigation", | |
| "215": "diagnostic bronchograms", | |
| "216": "diaper rash", | |
| "217": "diarrhea", | |
| "218": "diarrhea, acute", | |
| "219": "diarrhea, chronic", | |
| "220": "dientamoeba fragilis", | |
| "221": "dietary fiber supplementation", | |
| "222": "dietary supplementation", | |
| "223": "dissociative identity disorde", | |
| "224": "diverticulitis", | |
| "225": "dry eye disease", | |
| "226": "dry skin", | |
| "227": "dumping syndrome", | |
| "228": "duodenal ulce", | |
| "229": "duodenal ulcer prophylaxis", | |
| "230": "dupuytren's contracture", | |
| "231": "dysautonomia", | |
| "232": "dyspareunia", | |
| "233": "dystonia", | |
| "234": "dysuria", | |
| "235": "ear wax impaction", | |
| "236": "ectopic pregnancy", | |
| "237": "eczema", | |
| "238": "edema", | |
| "239": "ehrlichiosis", | |
| "240": "emale infertility", | |
| "241": "emergency contraception", | |
| "242": "endometrial cance", | |
| "243": "endometrial hyperplasia", | |
| "244": "endometrial hyperplasia, prophylaxis", | |
| "245": "endometriosis", | |
| "246": "endoscopy or radiology premedication", | |
| "247": "enterocolitis", | |
| "248": "eosinophilic esophagitis", | |
| "249": "epicondylitis, tennis elbow", | |
| "250": "epididymitis, sexually transmitted", | |
| "251": "epilepsy", | |
| "252": "erectile dysfunction", | |
| "253": "erosive esophagitis", | |
| "254": "esophageal candidiasis", | |
| "255": "esophageal spasm", | |
| "256": "esophageal variceal hemorrhage prophylaxis", | |
| "257": "euvolemic hyponatremia", | |
| "258": "eve", | |
| "259": "expectoration", | |
| "260": "extrapyramidal reaction", | |
| "261": "eye redness", | |
| "262": "eye redness/itching", | |
| "263": "eyelash hypotrichosis", | |
| "264": "gallbladder disease", | |
| "265": "gas", | |
| "266": "gastric cance", | |
| "267": "gastric ulcer maintenance treatment", | |
| "268": "gastritis/duodenitis", | |
| "269": "gastroenteritis", | |
| "270": "gastrointestinal decontamination", | |
| "271": "gastrointestinal hemorrhage", | |
| "272": "gastrointestinal stromal tum", | |
| "273": "gastroparesis", | |
| "274": "gaucher disease", | |
| "275": "ge (amlodipine / valsartan)", | |
| "276": "ge hct (amlodipine / hydrochlorothiazide / valsartan)", | |
| "277": "gender dysphoria", | |
| "278": "generalized anxiety disorde", | |
| "279": "gerd", | |
| "280": "gestational diabetes", | |
| "281": "giardiasis", | |
| "282": "gingivitis", | |
| "283": "glaucoma", | |
| "284": "glaucoma, open angle", | |
| "285": "glaucoma/intraocular hypertension", | |
| "286": "glioblastoma multi", | |
| "287": "glioblastoma multiforme", | |
| "288": "gonadotropin inhibition", | |
| "289": "gonococcal infection, disseminated", | |
| "290": "gonococcal infection, uncomplicated", | |
| "291": "gout", | |
| "292": "gout, acute", | |
| "293": "gout, prophylaxis", | |
| "294": "gouty arthritis", | |
| "295": "granuloma annulare", | |
| "296": "hairy cell leukemia", | |
| "297": "hashimoto's disease", | |
| "298": "head and neck cance", | |
| "299": "head injury", | |
| "300": "head lice", | |
| "301": "headache", | |
| "302": "heart attack", | |
| "303": "heart failure", | |
| "304": "helicobacter pylori infection", | |
| "305": "hemangioma", | |
| "306": "hemophilia a", | |
| "307": "hemophilia b", | |
| "308": "hemorrhoids", | |
| "309": "hemorrhoids (pramoxine / zinc oxide)", | |
| "310": "hepatic encephalopathy", | |
| "311": "hepatic tum", | |
| "312": "hepatitis b", | |
| "313": "hepatitis b prevention", | |
| "314": "hepatitis c", | |
| "315": "hepatocellular carcinoma", | |
| "316": "herbal supplementation", | |
| "317": "hereditary angioedema", | |
| "318": "herpes simplex", | |
| "319": "herpes simplex dendritic keratitis", | |
| "320": "herpes simplex, mucocutaneous/immunocompetent host", | |
| "321": "herpes simplex, mucocutaneous/immunocompromised host", | |
| "322": "herpes simplex, suppression", | |
| "323": "herpes zoste", | |
| "324": "herpes zoster, prophylaxis", | |
| "325": "hiccups", | |
| "326": "hidradenitis suppurativa", | |
| "327": "high blood pressure", | |
| "328": "high cholesterol", | |
| "329": "high cholesterol, familial heterozygous", | |
| "330": "high cholesterol, familial homozygous", | |
| "331": "hirsutism", | |
| "332": "histoplasmosis", | |
| "333": "hiv infection", | |
| "334": "hodgkin's lymphoma", | |
| "335": "hot flashes", | |
| "336": "human papilloma virus", | |
| "337": "human papillomavirus prophylaxis", | |
| "338": "hydrocephalus", | |
| "339": "hyperbilirubinemia", | |
| "340": "hypercalcemia", | |
| "341": "hypercalcemia of malignancy", | |
| "342": "hyperekplexia", | |
| "343": "hyperhidrosis", | |
| "344": "hyperkalemia", | |
| "345": "hyperlipoproteinemia", | |
| "346": "hyperlipoproteinemia type iia, elevated ldl", | |
| "347": "hyperlipoproteinemia type iii, elevated beta-vldl idl", | |
| "348": "hyperlipoproteinemia type iv, elevated vldl", | |
| "349": "hyperphosphatemia", | |
| "350": "hyperphosphatemia of renal failure", | |
| "351": "hyperprolactinemia", | |
| "352": "hypersomnia", | |
| "353": "hypertensive emergency", | |
| "354": "hyperthyroidism", | |
| "355": "hypertriglyceridemia", | |
| "356": "hyperuricemia secondary to chemotherapy", | |
| "357": "hypoactive sexual desire disorde", | |
| "358": "hypocalcemia", | |
| "359": "hypoestrogenism", | |
| "360": "hypoglycemia", | |
| "361": "hypogonadism, male", | |
| "362": "hypokalemia", | |
| "363": "hypokalemic periodic paralysis", | |
| "364": "hypomagnesemia", | |
| "365": "hypoparathyroidism", | |
| "366": "hypopituitarism", | |
| "367": "hypotension", | |
| "368": "hypothyroidism, after thyroid removal", | |
| "369": "ibrocystic breast disease", | |
| "370": "ibromyalgia", | |
| "371": "ichthyosis", | |
| "372": "icu agitation", | |
| "373": "idiopathic thrombocytopenic purpura", | |
| "374": "immunosuppression", | |
| "375": "impetig", | |
| "376": "indigestion", | |
| "377": "infection prophylaxis", | |
| "378": "infectious diarrhea", | |
| "379": "inflammatory bowel disease", | |
| "380": "inflammatory conditions", | |
| "381": "influenza", | |
| "382": "influenza prophylaxis", | |
| "383": "insomnia", | |
| "384": "insomnia, stimulant-associated", | |
| "385": "insulin resistance syndrome", | |
| "386": "intermittent claudication", | |
| "387": "intermittent explosive disorde", | |
| "388": "interstitial cystitis", | |
| "389": "intraabdominal infection", | |
| "390": "intraocular hypertension", | |
| "391": "iritis", | |
| "392": "iron deficiency anemia", | |
| "393": "irritable bowel syndrome", | |
| "394": "ischemic stroke", | |
| "395": "ischemic stroke, prophylaxis", | |
| "396": "jet lag", | |
| "397": "joint infection", | |
| "398": "juvenile idiopathic arthritis", | |
| "399": "juvenile rheumatoid arthritis", | |
| "400": "keratoconjunctivitis sicca", | |
| "401": "keratosis", | |
| "402": "kidney infections", | |
| "403": "klinefelter syndrome", | |
| "404": "labor induction", | |
| "405": "labor pain", | |
| "406": "lactation augmentation", | |
| "407": "lactose intolerance", | |
| "408": "left ventricular dysfunction", | |
| "409": "legionella pneumonia", | |
| "410": "lennox-gastaut syndrome", | |
| "411": "leukemia", | |
| "412": "leukocytoclastic vasculitis", | |
| "413": "lewy body dementia", | |
| "414": "lic acid deficiency", | |
| "415": "lichen planus", | |
| "416": "lichen sclerosus", | |
| "417": "light anesthesia", | |
| "418": "light sedation", | |
| "419": "linear iga disease", | |
| "420": "lipodystrophy", | |
| "421": "liver magnetic resonance imaging", | |
| "422": "llicle stimulation", | |
| "423": "llicular lymphoma", | |
| "424": "local anesthesia", | |
| "425": "lyme disease", | |
| "426": "lyme disease, arthritis", | |
| "427": "lyme disease, erythema chronicum migrans", | |
| "428": "lyme disease, neurologic", | |
| "429": "lymphocytic colitis", | |
| "430": "lymphoma", | |
| "431": "m pain disorde", | |
| "432": "macular degeneration", | |
| "433": "macular edema", | |
| "434": "major depressive disorde", | |
| "435": "malaria", | |
| "436": "malaria prevention", | |
| "437": "malignant glioma", | |
| "438": "mance anxiety", | |
| "439": "mania", | |
| "440": "mantle cell lymphoma", | |
| "441": "melanoma", | |
| "442": "melanoma, metastatic", | |
| "443": "melasma", | |
| "444": "meniere's disease", | |
| "445": "meningitis", | |
| "446": "meningitis, meningococcal", | |
| "447": "meningococcal meningitis prophylaxis", | |
| "448": "menopausal disorders", | |
| "449": "menorrhagia", | |
| "450": "menstrual disorders", | |
| "451": "methicillin-resistant staphylococcus aureus infection", | |
| "452": "microscopic polyangiitis", | |
| "453": "migraine", | |
| "454": "migraine prevention", | |
| "455": "mild cognitive impairment", | |
| "456": "min / pioglitazone)", | |
| "457": "min / rosiglitazone)", | |
| "458": "min / saxagliptin)", | |
| "459": "min / sitagliptin)", | |
| "460": "min)", | |
| "461": "mis", | |
| "462": "mist (", | |
| "463": "mitral valve prolapse", | |
| "464": "mixed connective tissue disease", | |
| "465": "mononucleosis", | |
| "466": "moterol / mometasone)", | |
| "467": "moterol)", | |
| "468": "motion sickness", | |
| "469": "mountain sickness / altitude sickness", | |
| "470": "mucositis", | |
| "471": "mulation) (phenylephrine)", | |
| "472": "multiple endocrine adenomas", | |
| "473": "multiple myeloma", | |
| "474": "multiple sclerosis", | |
| "475": "mumps prophylaxis", | |
| "476": "muscle pain", | |
| "477": "muscle spasm", | |
| "478": "muscle twitching", | |
| "479": "myasthenia gravis", | |
| "480": "mycobacterium avium-intracellulare, treatment", | |
| "481": "mycoplasma pneumonia", | |
| "482": "myelodysplastic syndrome", | |
| "483": "myelofibrosis", | |
| "484": "myeloproliferative disorders", | |
| "485": "myotonia congenita", | |
| "486": "myxedema coma", | |
| "487": "narcolepsy", | |
| "488": "nasal carriage of staphylococcus aureus", | |
| "489": "nasal congestion", | |
| "490": "nasal polyps", | |
| "491": "nausea (phosphorated carbohydrate solution)", | |
| "492": "nausea/vomiting", | |
| "493": "nausea/vomiting of pregnancy", | |
| "494": "nausea/vomiting, chemotherapy induced", | |
| "495": "nausea/vomiting, postoperative", | |
| "496": "nausea/vomiting, radiation induced", | |
| "497": "neck pain", | |
| "498": "neoplastic diseases", | |
| "499": "nephrocalcinosis", | |
| "500": "nephrotic syndrome", | |
| "501": "neuralgia", | |
| "502": "neuritis", | |
| "503": "neuropathic pain", | |
| "504": "neurosis", | |
| "505": "neurosurgery", | |
| "506": "neutropenia", | |
| "507": "neutropenia associated with chemotherapy", | |
| "508": "new daily persistent headache", | |
| "509": "niacin deficiency", | |
| "510": "night terrors", | |
| "511": "nightmares", | |
| "512": "nocardiosis", | |
| "513": "nocturnal leg cramps", | |
| "514": "non-hodgkin's lymphoma", | |
| "515": "non-small cell lung cance", | |
| "516": "nonalcoholic fatty liver disease", | |
| "517": "noninfectious colitis", | |
| "518": "nonoccupational exposure", | |
| "519": "not listed / othe", | |
| "520": "nsaid-induced gastric ulce", | |
| "521": "nsaid-induced ulcer prophylaxis", | |
| "522": "obesity", | |
| "523": "obsessive compulsive disorde", | |
| "524": "obstructive sleep apnea/hypopnea syndrome", | |
| "525": "occipital neuralgia", | |
| "526": "occupational exposure", | |
| "527": "ocular rosacea", | |
| "528": "oligospermia", | |
| "529": "onychomycosis, fingernail", | |
| "530": "onychomycosis, toenail", | |
| "531": "oophorectomy", | |
| "532": "ophthalmic surgery", | |
| "533": "opiate adjunct", | |
| "534": "opiate dependence", | |
| "535": "opiate withdrawal", | |
| "536": "opioid overdose", | |
| "537": "opioid-induced constipation", | |
| "538": "oppositional defiant disorde", | |
| "539": "oral and dental conditions", | |
| "540": "oral thrush", | |
| "541": "organ transplant, rejection prophylaxis", | |
| "542": "organ transplant, rejection reversal", | |
| "543": "osteoarthritis", | |
| "544": "osteolytic bone lesions of multiple myeloma", | |
| "545": "osteolytic bone metastases of solid tumors", | |
| "546": "osteoporosis", | |
| "547": "otitis externa", | |
| "548": "otitis media", | |
| "549": "ovarian cance", | |
| "550": "ovarian cysts", | |
| "551": "overactive bladde", | |
| "552": "ovulation induction", | |
| "553": "paget's disease", | |
| "554": "pain", | |
| "555": "pain/feve", | |
| "556": "pancreatic cance", | |
| "557": "pancreatic exocrine dysfunction", | |
| "558": "panic disorde", | |
| "559": "paragonimus westermani, lung fluke", | |
| "560": "paranoid disorde", | |
| "561": "parkinson's disease", | |
| "562": "parkinsonian trem", | |
| "563": "parkinsonism", | |
| "564": "paroxysmal supraventricular tachycardia", | |
| "565": "patent ductus arteriosus", | |
| "566": "pathological hypersecretory conditions", | |
| "567": "pediatric growth hormone deficiency", | |
| "568": "pelvic inflammatory disease", | |
| "569": "pemphigoid", | |
| "570": "pemphigus", | |
| "571": "peptic ulce", | |
| "572": "percutaneous coronary intervention", | |
| "573": "performance anxiety", | |
| "574": "perimenopausal symptoms", | |
| "575": "period pain", | |
| "576": "periodic limb movement disorde", | |
| "577": "periodontitis", | |
| "578": "perioral dermatitis", | |
| "579": "peripheral arterial disease", | |
| "580": "peripheral neuropathy", | |
| "581": "peripheral t-cell lymphoma", | |
| "582": "peritonitis", | |
| "583": "persistent depressive disorde", | |
| "584": "pertussis", | |
| "585": "pertussis prophylaxis", | |
| "586": "pharyngitis", | |
| "587": "photoaging of the skin", | |
| "588": "pinworm infection (enterobius vermicularis)", | |
| "589": "pityriasis rubra pilaris", | |
| "590": "plaque psoriasis", | |
| "591": "platelet aggregation inhibition", | |
| "592": "pneumococcal disease prophylaxis", | |
| "593": "pneumonia", | |
| "594": "polycystic ovary syndrome", | |
| "595": "polycythemia vera", | |
| "596": "polymyositis/dermatomyositis", | |
| "597": "porphyria", | |
| "598": "portal hypertension", | |
| "599": "post traumatic stress disorde", | |
| "600": "post-cholecystectomy diarrhea", | |
| "601": "postherpetic neuralgia", | |
| "602": "postmenopausal symptoms", | |
| "603": "postoperative increased intraocular pressure", | |
| "604": "postoperative ocular inflammation", | |
| "605": "postoperative pain", | |
| "606": "postpartum breast pain", | |
| "607": "postpartum depression", | |
| "608": "postural orthostatic tachycardia syndrome", | |
| "609": "pre-exposure prophylaxis", | |
| "610": "precocious puberty", | |
| "611": "premature ejaculation", | |
| "612": "premature lab", | |
| "613": "premature ventricular depolarizations", | |
| "614": "premenstrual dysphoric disorde", | |
| "615": "premenstrual syndrome", | |
| "616": "prevention of atherothrombotic events", | |
| "617": "prevention of bladder infection", | |
| "618": "prevention of cardiovascular disease", | |
| "619": "prevention of dental caries", | |
| "620": "prevention of hypokalemia", | |
| "621": "prevention of osteoporosis", | |
| "622": "prevention of perinatal group b streptococcal disease", | |
| "623": "prevention of thromboembolism in atrial fibrillation", | |
| "624": "primary hyperaldosteronism", | |
| "625": "primary hyperaldosteronism diagnosis", | |
| "626": "primary immunodeficiency syndrome", | |
| "627": "primary nocturnal enuresis", | |
| "628": "primary ovarian failure", | |
| "629": "progesterone insufficiency", | |
| "630": "prostate cance", | |
| "631": "prostatitis", | |
| "632": "prosthetic heart valves, mechanical valves - thrombosis prophylaxis", | |
| "633": "prosthetic heart valves, tissue valves - thrombosis prophylaxis", | |
| "634": "pruritus", | |
| "635": "pruritus of partial biliary obstruction", | |
| "636": "pseudobulbar affect", | |
| "637": "pseudogout, prophylaxis", | |
| "638": "pseudomembranous colitis", | |
| "639": "pseudotumor cerebri", | |
| "640": "psoriasis", | |
| "641": "psoriatic arthritis", | |
| "642": "psychosis", | |
| "643": "pudendal neuralgia", | |
| "644": "pulmonary edema", | |
| "645": "pulmonary embolism", | |
| "646": "pulmonary embolism, first event", | |
| "647": "pulmonary embolism, recurrent event", | |
| "648": "pulmonary hypertension", | |
| "649": "pupillary dilation", | |
| "650": "q feve", | |
| "651": "rabies prophylaxis", | |
| "652": "radionuclide myocardial perfusion study", | |
| "653": "ramsay hunt syndrome", | |
| "654": "raynaud's syndrome", | |
| "655": "reflex sympathetic dystrophy syndrome", | |
| "656": "reiter's syndrome", | |
| "657": "rejection prophylaxis", | |
| "658": "renal cell carcinoma", | |
| "659": "renal transplant", | |
| "660": "renal tubular acidosis", | |
| "661": "restless legs syndrome", | |
| "662": "reversal of nondepolarizing muscle relaxants", | |
| "663": "reversal of opioid sedation", | |
| "664": "rheumatoid arthritis", | |
| "665": "rhinitis", | |
| "666": "rhinorrhea", | |
| "667": "rosacea", | |
| "668": "salivary gland cance", | |
| "669": "salmonella gastroenteritis", | |
| "670": "sarcoidosis", | |
| "671": "scabies", | |
| "672": "schilling test", | |
| "673": "schistosoma japonicum", | |
| "674": "schizoaffective disorde", | |
| "675": "schizophrenia", | |
| "676": "schnitzler syndrome", | |
| "677": "sciatica", | |
| "678": "scleroderma", | |
| "679": "seasonal affective disorde", | |
| "680": "seasonal allergic conjunctivitis", | |
| "681": "seborrheic dermatitis", | |
| "682": "secondary cutaneous bacterial infections", | |
| "683": "secondary hyperparathyroidism", | |
| "684": "sedation", | |
| "685": "seizure prevention", | |
| "686": "seizures", | |
| "687": "sepsis", | |
| "688": "severe mood dysregulation", | |
| "689": "sexual dysfunction, ssri induced", | |
| "690": "shift work sleep disorde", | |
| "691": "short stature", | |
| "692": "short stature for age", | |
| "693": "siadh", | |
| "694": "sinus symptoms", | |
| "695": "sinusitis", | |
| "696": "sjogren's syndrome", | |
| "697": "skin and structure infection", | |
| "698": "skin cance", | |
| "699": "skin disinfection, preoperative", | |
| "700": "skin or soft tissue infection", | |
| "701": "skin rash", | |
| "702": "sleep paralysis", | |
| "703": "small bowel bacterial overgrowth", | |
| "704": "small bowel or pancreatic fistula", | |
| "705": "small fiber neuropathy", | |
| "706": "smoking cessation", | |
| "707": "social anxiety disorde", | |
| "708": "soft tissue sarcoma", | |
| "709": "solid tumors", | |
| "710": "somat", | |
| "711": "somatoform pain disorde", | |
| "712": "sore throat", | |
| "713": "spondyloarthritis", | |
| "714": "spondylolisthesis", | |
| "715": "sporotrichosis", | |
| "716": "squamous cell carcinoma", | |
| "717": "status epilepticus", | |
| "718": "std prophylaxis", | |
| "719": "steroid responsive inflammatory conditions", | |
| "720": "still's disease", | |
| "721": "stomach cance", | |
| "722": "stomach ulce", | |
| "723": "strabismus", | |
| "724": "strep throat", | |
| "725": "streptococcal infection", | |
| "726": "stress ulcer prophylaxis", | |
| "727": "strongyloidiasis", | |
| "728": "subarachnoid hemorrhage", | |
| "729": "submental fullness", | |
| "730": "sunburn", | |
| "731": "supraventricular tachycardia", | |
| "732": "surgical prophylaxis", | |
| "733": "swine flu", | |
| "734": "syringomyelia", | |
| "735": "systemic candidiasis", | |
| "736": "systemic lupus erythematosus", | |
| "737": "systemic mastocytosis", | |
| "738": "systemic sclerosis", | |
| "739": "t care", | |
| "740": "t pac with cyclobenzaprine (cyclobenzaprine)", | |
| "741": "tardive dyskinesia", | |
| "742": "temporomandibular joint disorde", | |
| "743": "tendonitis", | |
| "744": "tetanus", | |
| "745": "thrombocythemia", | |
| "746": "thrombocytopenia", | |
| "747": "thromboembolic stroke prophylaxis", | |
| "748": "thyroid cance", | |
| "749": "thyrotoxicosis", | |
| "750": "tic (mycophenolic acid)", | |
| "751": "tic disorde", | |
| "752": "tinea barbae", | |
| "753": "tinea capitis", | |
| "754": "tinea corporis", | |
| "755": "tinea cruris", | |
| "756": "tinea pedis", | |
| "757": "tinea versicol", | |
| "758": "tinnitus", | |
| "759": "tonsillitis/pharyngitis", | |
| "760": "toothache", | |
| "761": "topical disinfection", | |
| "762": "tourette's syndrome", | |
| "763": "transient ischemic attack", | |
| "764": "transverse myelitis", | |
| "765": "traveler's diarrhea", | |
| "766": "trichomoniasis", | |
| "767": "trichotillomania", | |
| "768": "trigeminal neuralgia", | |
| "769": "tsh suppression", | |
| "770": "tuberculosis, active", | |
| "771": "tuberculosis, latent", | |
| "772": "tuberculosis, prophylaxis", | |
| "773": "turner's syndrome", | |
| "774": "tympanostomy tube placement surgery", | |
| "775": "ulcerative colitis", | |
| "776": "ulcerative colitis, active", | |
| "777": "ulcerative colitis, maintenance", | |
| "778": "ulcerative proctitis", | |
| "779": "unctional gastric disorde", | |
| "780": "underactive thyroid", | |
| "781": "undifferentiated connective tissue disease", | |
| "782": "ungal infection prophylaxis", | |
| "783": "ungal pneumonia", | |
| "784": "upper limb spasticity", | |
| "785": "upper respiratory tract infection", | |
| "786": "urinary incontinence", | |
| "787": "urinary retention", | |
| "788": "urinary tract infection", | |
| "789": "urinary tract stones", | |
| "790": "urticaria", | |
| "791": "uterine bleeding", | |
| "792": "uterine fibroids", | |
| "793": "uveitis", | |
| "794": "uveitis, posteri", | |
| "795": "vaginal yeast infection", | |
| "796": "varicella-zoste", | |
| "797": "varicose veins", | |
| "798": "ventricular arrhythmia", | |
| "799": "ventricular fibrillation", | |
| "800": "ventricular tachycardia", | |
| "801": "vertig", | |
| "802": "vitamin b12 deficiency", | |
| "803": "vitamin d deficiency", | |
| "804": "vitamin k deficiency", | |
| "805": "vitamin/mineral supplementation and deficiency", | |
| "806": "vitamin/mineral supplementation during pregnancy/lactation", | |
| "807": "von willebrand's disease", | |
| "808": "vulvodynia", | |
| "809": "warts", | |
| "810": "wegener's granulomatosis", | |
| "811": "weight loss", | |
| "812": "wilson's disease", | |
| "813": "wolff-parkinson-white syndrome", | |
| "814": "women (minoxidil)", | |
| "815": "women (oxybutynin)", | |
| "816": "wound cleansing", | |
| "817": "xerostomia", | |
| "818": "yellow fever prophylaxis", | |
| "819": "zen shoulde", | |
| "820": "zollinger-ellison syndrome" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "abdominal distension": 0, | |
| "abnormal uterine bleeding": 1, | |
| "abortion": 2, | |
| "acetaminophen overdose": 3, | |
| "acial lipoatrophy": 4, | |
| "acial wrinkles": 5, | |
| "acne": 6, | |
| "actinic keratosis": 7, | |
| "actor ix deficiency": 8, | |
| "acute coronary syndrome": 9, | |
| "acute lymphoblastic leukemia": 10, | |
| "acute nonlymphocytic leukemia": 11, | |
| "acute otitis externa": 12, | |
| "acute promyelocytic leukemia": 13, | |
| "addison's disease": 14, | |
| "adhd": 15, | |
| "adrenocortical insufficiency": 16, | |
| "adult human growth hormone deficiency": 17, | |
| "aggressive behavi": 18, | |
| "agitated state": 19, | |
| "agitation": 20, | |
| "aids related wasting": 21, | |
| "ailure to thrive": 22, | |
| "alcohol dependence": 23, | |
| "alcohol withdrawal": 24, | |
| "allergic reactions": 25, | |
| "allergic rhinitis": 26, | |
| "allergic urticaria": 27, | |
| "allergies": 28, | |
| "alopecia": 29, | |
| "alpha-1 proteinase inhibitor deficiency": 30, | |
| "alzheimer's disease": 31, | |
| "amebiasis": 32, | |
| "amenorrhea": 33, | |
| "amilial cold autoinflammatory syndrome": 34, | |
| "amilial mediterranean feve": 35, | |
| "amyotrophic lateral sclerosis": 36, | |
| "anal fissure and fistula": 37, | |
| "anal itching": 38, | |
| "anaphylaxis": 39, | |
| "anaplastic astrocytoma": 40, | |
| "anaplastic oligodendroglioma": 41, | |
| "androgenetic alopecia": 42, | |
| "anemia": 43, | |
| "anemia associated with chronic renal failure": 44, | |
| "anemia, chemotherapy induced": 45, | |
| "anemia, sickle cell": 46, | |
| "anesthesia": 47, | |
| "anesthetic adjunct": 48, | |
| "angina": 49, | |
| "angina pectoris prophylaxis": 50, | |
| "angioedema": 51, | |
| "ankylosing spondylitis": 52, | |
| "anorexia": 53, | |
| "anorexia/feeding problems": 54, | |
| "anthrax": 55, | |
| "anti nmda receptor encephalitis": 56, | |
| "antiphospholipid syndrome": 57, | |
| "anxiety": 58, | |
| "anxiety and stress": 59, | |
| "aphthous ulce": 60, | |
| "aplastic anemia": 61, | |
| "arrhythmia": 62, | |
| "ascariasis": 63, | |
| "asperger syndrome": 64, | |
| "aspergillosis, aspergilloma": 65, | |
| "aspiration pneumonia": 66, | |
| "asthma": 67, | |
| "asthma, acute": 68, | |
| "asthma, maintenance": 69, | |
| "atherosclerosis": 70, | |
| "atigue": 71, | |
| "atopic dermatitis": 72, | |
| "atrial fibrillation": 73, | |
| "atrial flutte": 74, | |
| "atrophic urethritis": 75, | |
| "atrophic vaginitis": 76, | |
| "auditory processing disorde": 77, | |
| "autism": 78, | |
| "autoimmune hemolytic anemia": 79, | |
| "autoimmune hepatitis": 80, | |
| "av heart block": 81, | |
| "avian influenza": 82, | |
| "b12 nutritional deficiency": 83, | |
| "babesiosis": 84, | |
| "back pain": 85, | |
| "bacterial endocarditis prevention": 86, | |
| "bacterial infection": 87, | |
| "bacterial skin infection": 88, | |
| "bacterial vaginitis": 89, | |
| "barrett's esophagus": 90, | |
| "bartonellosis": 91, | |
| "basal cell carcinoma": 92, | |
| "behcet's disease": 93, | |
| "benign essential trem": 94, | |
| "benign prostatic hyperplasia": 95, | |
| "benzodiazepine withdrawal": 96, | |
| "biliary cirrhosis": 97, | |
| "binge eating disorde": 98, | |
| "bipolar disorde": 99, | |
| "birth control": 100, | |
| "bladder infection": 101, | |
| "bleeding disorde": 102, | |
| "blepharitis": 103, | |
| "body dysmorphic disorde": 104, | |
| "body imaging": 105, | |
| "bone infection": 106, | |
| "borderline personality disorde": 107, | |
| "bowel preparation": 108, | |
| "brain tum": 109, | |
| "breakthrough pain": 110, | |
| "breast cance": 111, | |
| "breast cancer, adjuvant": 112, | |
| "breast cancer, metastatic": 113, | |
| "breast cancer, palliative": 114, | |
| "breast cancer, prevention": 115, | |
| "bronchiectasis": 116, | |
| "bronchitis": 117, | |
| "bronchospasm prophylaxis": 118, | |
| "bulimia": 119, | |
| "bullous pemphigoid": 120, | |
| "burning mouth syndrome": 121, | |
| "burns, external": 122, | |
| "bursitis": 123, | |
| "cachexia": 124, | |
| "cal segmental glomerulosclerosis": 125, | |
| "campylobacter gastroenteritis": 126, | |
| "cance": 127, | |
| "candida urinary tract infection": 128, | |
| "candidemia": 129, | |
| "carcinoid tum": 130, | |
| "cardiovascular risk reduction": 131, | |
| "cataplexy": 132, | |
| "cerebral edema": 133, | |
| "cerebral spasticity": 134, | |
| "cerebrovascular insufficiency": 135, | |
| "cervical dystonia": 136, | |
| "chlamydia infection": 137, | |
| "cholera": 138, | |
| "chronic eosinophilic leukemia": 139, | |
| "chronic fatigue syndrome": 140, | |
| "chronic idiopathic constipation": 141, | |
| "chronic inflammatory demyelinating polyradiculoneuropathy": 142, | |
| "chronic lymphocytic leukemia": 143, | |
| "chronic myelogenous leukemia": 144, | |
| "chronic myofascial pain": 145, | |
| "chronic pain": 146, | |
| "chronic pancreatitis": 147, | |
| "chronic spasticity": 148, | |
| "clostridial infection": 149, | |
| "cluster headaches": 150, | |
| "cluster-tic syndrome": 151, | |
| "cmv prophylaxis": 152, | |
| "cns magnetic resonance imaging": 153, | |
| "coccidioidomycosis": 154, | |
| "cogan's syndrome": 155, | |
| "cold sores": 156, | |
| "cold symptoms": 157, | |
| "colorectal cance": 158, | |
| "computed tomography": 159, | |
| "condylomata acuminata": 160, | |
| "conjunctivitis": 161, | |
| "conjunctivitis, allergic": 162, | |
| "conjunctivitis, bacterial": 163, | |
| "constipation": 164, | |
| "constipation, acute": 165, | |
| "constipation, chronic": 166, | |
| "constipation, drug induced": 167, | |
| "copd": 168, | |
| "copd, acute": 169, | |
| "copd, maintenance": 170, | |
| "corneal refractive surgery": 171, | |
| "corneal ulce": 172, | |
| "coronary artery disease": 173, | |
| "costochondritis": 174, | |
| "cough": 175, | |
| "cough and nasal congestion": 176, | |
| "crohn's disease": 177, | |
| "crohn's disease, acute": 178, | |
| "crohn's disease, maintenance": 179, | |
| "croup": 180, | |
| "cutaneous candidiasis": 181, | |
| "cutaneous larva migrans": 182, | |
| "cutaneous t-cell lymphoma": 183, | |
| "cyclic vomiting syndrome": 184, | |
| "cyclitis": 185, | |
| "cyclothymic disorde": 186, | |
| "cystic fibrosis": 187, | |
| "dandruff": 188, | |
| "deep neck infection": 189, | |
| "deep vein thrombosis": 190, | |
| "deep vein thrombosis prophylaxis after hip replacement surgery": 191, | |
| "deep vein thrombosis prophylaxis after knee replacement surgery": 192, | |
| "deep vein thrombosis, first event": 193, | |
| "deep vein thrombosis, prophylaxis": 194, | |
| "deep vein thrombosis, recurrent event": 195, | |
| "delayed puberty, male": 196, | |
| "dementia": 197, | |
| "dental abscess": 198, | |
| "depression": 199, | |
| "dercum's disease": 200, | |
| "dermatitis": 201, | |
| "dermatitis herpeti": 202, | |
| "dermatitis herpetiformis": 203, | |
| "dermatologic lesion": 204, | |
| "dermatological disorders": 205, | |
| "dermatomyositis": 206, | |
| "dermatophytosis": 207, | |
| "diabetes insipidus": 208, | |
| "diabetes, type 1": 209, | |
| "diabetes, type 2": 210, | |
| "diabetic kidney disease": 211, | |
| "diabetic macular edema": 212, | |
| "diabetic peripheral neuropathy": 213, | |
| "diagnosis and investigation": 214, | |
| "diagnostic bronchograms": 215, | |
| "diaper rash": 216, | |
| "diarrhea": 217, | |
| "diarrhea, acute": 218, | |
| "diarrhea, chronic": 219, | |
| "dientamoeba fragilis": 220, | |
| "dietary fiber supplementation": 221, | |
| "dietary supplementation": 222, | |
| "dissociative identity disorde": 223, | |
| "diverticulitis": 224, | |
| "dry eye disease": 225, | |
| "dry skin": 226, | |
| "dumping syndrome": 227, | |
| "duodenal ulce": 228, | |
| "duodenal ulcer prophylaxis": 229, | |
| "dupuytren's contracture": 230, | |
| "dysautonomia": 231, | |
| "dyspareunia": 232, | |
| "dystonia": 233, | |
| "dysuria": 234, | |
| "ear wax impaction": 235, | |
| "ectopic pregnancy": 236, | |
| "eczema": 237, | |
| "edema": 238, | |
| "ehrlichiosis": 239, | |
| "emale infertility": 240, | |
| "emergency contraception": 241, | |
| "endometrial cance": 242, | |
| "endometrial hyperplasia": 243, | |
| "endometrial hyperplasia, prophylaxis": 244, | |
| "endometriosis": 245, | |
| "endoscopy or radiology premedication": 246, | |
| "enterocolitis": 247, | |
| "eosinophilic esophagitis": 248, | |
| "epicondylitis, tennis elbow": 249, | |
| "epididymitis, sexually transmitted": 250, | |
| "epilepsy": 251, | |
| "erectile dysfunction": 252, | |
| "erosive esophagitis": 253, | |
| "esophageal candidiasis": 254, | |
| "esophageal spasm": 255, | |
| "esophageal variceal hemorrhage prophylaxis": 256, | |
| "euvolemic hyponatremia": 257, | |
| "eve": 258, | |
| "expectoration": 259, | |
| "extrapyramidal reaction": 260, | |
| "eye redness": 261, | |
| "eye redness/itching": 262, | |
| "eyelash hypotrichosis": 263, | |
| "gallbladder disease": 264, | |
| "gas": 265, | |
| "gastric cance": 266, | |
| "gastric ulcer maintenance treatment": 267, | |
| "gastritis/duodenitis": 268, | |
| "gastroenteritis": 269, | |
| "gastrointestinal decontamination": 270, | |
| "gastrointestinal hemorrhage": 271, | |
| "gastrointestinal stromal tum": 272, | |
| "gastroparesis": 273, | |
| "gaucher disease": 274, | |
| "ge (amlodipine / valsartan)": 275, | |
| "ge hct (amlodipine / hydrochlorothiazide / valsartan)": 276, | |
| "gender dysphoria": 277, | |
| "generalized anxiety disorde": 278, | |
| "gerd": 279, | |
| "gestational diabetes": 280, | |
| "giardiasis": 281, | |
| "gingivitis": 282, | |
| "glaucoma": 283, | |
| "glaucoma, open angle": 284, | |
| "glaucoma/intraocular hypertension": 285, | |
| "glioblastoma multi": 286, | |
| "glioblastoma multiforme": 287, | |
| "gonadotropin inhibition": 288, | |
| "gonococcal infection, disseminated": 289, | |
| "gonococcal infection, uncomplicated": 290, | |
| "gout": 291, | |
| "gout, acute": 292, | |
| "gout, prophylaxis": 293, | |
| "gouty arthritis": 294, | |
| "granuloma annulare": 295, | |
| "hairy cell leukemia": 296, | |
| "hashimoto's disease": 297, | |
| "head and neck cance": 298, | |
| "head injury": 299, | |
| "head lice": 300, | |
| "headache": 301, | |
| "heart attack": 302, | |
| "heart failure": 303, | |
| "helicobacter pylori infection": 304, | |
| "hemangioma": 305, | |
| "hemophilia a": 306, | |
| "hemophilia b": 307, | |
| "hemorrhoids": 308, | |
| "hemorrhoids (pramoxine / zinc oxide)": 309, | |
| "hepatic encephalopathy": 310, | |
| "hepatic tum": 311, | |
| "hepatitis b": 312, | |
| "hepatitis b prevention": 313, | |
| "hepatitis c": 314, | |
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