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