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