{
  "_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",
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