visual_1.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "datafile = pd.read_csv('data21_2.csv', low_memory = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{1.0: 3203, 2.0: 3378, 3.0: 2438, 4.0: 1690, 5.0: 1103, 6.0: 768, 7.0: 569, 8.0: 350, 9.0: 210, 10.0: 294, 11.0: 188, 12.0: 116, 13.0: 120, 14.0: 90, 15.0: 94, 16.0: 36, 17.0: 22, 18.0: 52, 19.0: 30, 20.0: 48, 21.0: 67, 22.0: 10, 23.0: 32, 24.0: 26, 25.0: 34, 26.0: 9, 27.0: 9, 28.0: 8, 29.0: 4, 30.0: 27, 31.0: 7, 32.0: 6, 33.0: 1, 34.0: 2, 35.0: 6, 36.0: 11, 37.0: 4, 38.0: 3, 39.0: 7, 40.0: 3, 42.0: 4, 43.0: 3, 45.0: 9, 50.0: 2, 55.0: 6, 90.0: 1}\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2160x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "nonNan = []\n",
    "#print(datafile['HOSPDAYS'].isnull())\n",
    "for i, values in enumerate(datafile['HOSPDAYS'].isnull()):\n",
    "    if values != True:\n",
    "        nonNan.append(datafile['HOSPDAYS'][i])\n",
    "#print(nonNan)\n",
    "freq = {}\n",
    "for i in nonNan:\n",
    "    if freq == {}:\n",
    "        freq[i] = nonNan.count(i)\n",
    "    if i not in freq.keys():\n",
    "        freq[i] = nonNan.count(i)\n",
    "#print(freq)\n",
    "#days = freq.keys()\n",
    "#frequence = freq.values()\n",
    "freqs = {}\n",
    "#print(days)\n",
    "#print(frequence)\n",
    "for i in sorted(freq.keys()):\n",
    "    freqs[i] = freq[i]\n",
    "print(freqs)\n",
    "x = list(freqs.keys())\n",
    "y = list(freqs.values())\n",
    "plt.figure(figsize = (30, 10))\n",
    "plt.bar(x, y)\n",
    "plt.plot(x, y, color = 'red')\n",
    "plt.title(\"Hospital days vs frequence\")\n",
    "plt.xlabel(\"Hospital days\")\n",
    "plt.ylabel(\"Frequence\")\n",
    "plt.xticks(list(freqs.keys()))\n",
    "plt.show()\n",
    "#freq = {}\n",
    "#freq[1] = 'a'\n",
    "#freq[2] = 'b'\n",
    "#print(freq)\n",
    "#print(1 not in freq.keys())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Dysphagia', 'Anxiety', 'Chest discomfort', 'Dizziness', 'Injection site erythema', 'Pharyngeal swelling', 'Abdominal pain', 'Diarrhoea', 'Vaccination site erythema', 'Rash', 'Blood pressure decreased', 'Dyspnoea', 'Heart rate decreased', 'Nausea', 'SARS-CoV-2 antibody test', 'Ear pain', 'Abdominal pain upper', 'Blood pressure increased', 'Injection site erythema', 'Chills', 'Injection site pain', 'Injection site pain', 'Arthralgia', 'Nausea', 'Chills', 'Headache', 'Nausea', 'Injection site pain', 'Injection site induration', 'Chills', 'Tremor', 'Erythema', 'Injection site erythema', 'Cough', 'Asthenia', 'Injection site erythema', 'Chills', 'Pain in extremity', 'Headache', 'Back pain', 'Injection site swelling', 'Chills', 'Hot flush', 'Body temperature increased', 'Hypoaesthesia', 'Flushing', 'Arthralgia', 'Vertigo', 'Chills', 'Pyrexia', 'Chills', 'Hypoaesthesia oral', 'Plicated tongue', 'Chills', 'Arthralgia', 'Vomiting', 'Pruritus', 'Chills', 'Photophobia', 'Headache', 'Burning sensation', 'Anosmia', 'Paraesthesia', 'Anaphylactic reaction', 'Feeling cold', 'Chest X-ray normal', 'Hypoaesthesia', 'Arthralgia', 'Axillary pain', 'Lymphadenopathy', 'Ear pain', 'Injection site cellulitis', 'Headache', 'Chills', 'Myalgia', 'Lymphadenopathy', 'Asthenia', 'Pain in extremity', 'No adverse event', 'Back pain', 'Injection site erythema', 'Local reaction', 'Chills', 'Nasopharyngitis', 'Computerised tomogram normal', 'Transient ischaemic attack', 'Chills', 'Arthralgia', 'Nausea', 'Chills', 'Injection site erythema', 'Chills', 'Injection site pain', 'Fatigue', 'Paraesthesia', 'Cough', 'Pain', 'Electrocardiogram abnormal', 'Chills', 'Pyrexia']\n"
     ]
    }
   ],
   "source": [
    "nonNan = []\n",
    "#print(datafile['SYMPTOM1'].isnull())\n",
    "for i, values in enumerate(datafile['SYMPTOM1'].isnull()):\n",
    "    if values == False:\n",
    "        #print(datafile['SYMPTOM1'][i])\n",
    "        nonNan.append(datafile['SYMPTOM1'][i])\n",
    "for i, values in enumerate(datafile['SYMPTOM2'].isnull()):\n",
    "    if values == False:\n",
    "        #print(datafile['SYMPTOM2'][i])\n",
    "        nonNan.append(datafile['SYMPTOM2'][i])\n",
    "for i, values in enumerate(datafile['SYMPTOM3'].isnull()):\n",
    "    if values == False:\n",
    "        #print(datafile['SYMPTOM3'][i])\n",
    "        nonNan.append(datafile['SYMPTOM3'][i])\n",
    "for i, values in enumerate(datafile['SYMPTOM4'].isnull()):\n",
    "    if values == False:\n",
    "        #print(datafile['SYMPTOM4'][i])\n",
    "        nonNan.append(datafile['SYMPTOM4'][i])\n",
    "for i, values in enumerate(datafile['SYMPTOM5'].isnull()):\n",
    "    if values == False:\n",
    "        #print(datafile['SYMPTOM5'][i])\n",
    "        nonNan.append(datafile['SYMPTOM5'][i])\n",
    "print(nonNan[:100])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "freq = {}\n",
    "for i in nonNan:\n",
    "    if freq == {}:\n",
    "        freq[i] = nonNan.count(i)\n",
    "    if i not in freq.keys():\n",
    "        freq[i] = nonNan.count(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Dysphagia': 2212, 'Anxiety': 3150, 'Chest discomfort': 5540, 'Dizziness': 30733, 'Injection site erythema': 19341, 'Pharyngeal swelling': 2073, 'Abdominal pain': 2525, 'Diarrhoea': 9259, 'Vaccination site erythema': 364, 'Rash': 15153, 'Blood pressure decreased': 593, 'Dyspnoea': 12787, 'Heart rate decreased': 407, 'Nausea': 32789, 'SARS-CoV-2 antibody test': 187, 'Ear pain': 1294, 'Abdominal pain upper': 2739, 'Blood pressure increased': 2805, 'Chills': 45441, 'Injection site pain': 23591, 'Arthralgia': 17017, 'Headache': 56618, 'Injection site induration': 3831, 'Tremor': 5749, 'Erythema': 11515, 'Cough': 5545, 'Asthenia': 10718, 'Pain in extremity': 25194, 'Back pain': 4905, 'Injection site swelling': 15200, 'Hot flush': 1647, 'Body temperature increased': 4458, 'Hypoaesthesia': 7684, 'Flushing': 4533, 'Vertigo': 2691, 'Pyrexia': 46361, 'Hypoaesthesia oral': 2416, 'Plicated tongue': 6, 'Vomiting': 11779, 'Pruritus': 15890, 'Photophobia': 762, 'Burning sensation': 2370, 'Anosmia': 766, 'Paraesthesia': 8915, 'Anaphylactic reaction': 861, 'Feeling cold': 3338, 'Chest X-ray normal': 925, 'Axillary pain': 2477, 'Lymphadenopathy': 8491, 'Injection site cellulitis': 274, 'Myalgia': 18047, 'No adverse event': 2147, 'Local reaction': 201, 'Nasopharyngitis': 995, 'Computerised tomogram normal': 692, 'Transient ischaemic attack': 192, 'Fatigue': 44685, 'Pain': 41642, 'Electrocardiogram abnormal': 437, 'Productive cough': 333, 'Fall': 2150, 'Ophthalmological examination': 154, 'Hypertension': 2287, 'Injection site bruising': 1133, 'Appendicitis': 181, 'Urticaria': 9291, 'Inflammation': 735, 'Injection site urticaria': 1022, 'Feeling hot': 4982, 'Tinnitus': 4012, 'Tongue disorder': 282, 'Axillary mass': 264, 'Injection site reaction': 2957, 'Administration site joint movement impairment': 1, 'Amino acid level': 1, 'Full blood count': 2263, 'Toothache': 323, 'Skin discomfort': 35, 'Injection site warmth': 10021, 'Feeling abnormal': 7119, 'Laryngitis': 37, 'Altered state of consciousness': 75, 'Full blood count normal': 1032, 'SARS-CoV-2 test negative': 3861, 'Anaphylactoid reaction': 17, 'Nasal congestion': 1572, 'Blood pressure diastolic increased': 9, 'Electrocardiogram': 3451, 'Rash pruritic': 4265, 'Swelling': 4744, 'Heart rate increased': 5126, 'Arrhythmia': 207, 'Dysgeusia': 1844, 'Blepharospasm': 154, 'Limb discomfort': 1602, 'Night sweats': 1238, 'Peripheral swelling': 6470, 'Blister': 726, 'Influenza A virus test negative': 163, 'Oropharyngeal pain': 3777, 'Chest X-ray abnormal': 422, 'Discomfort': 1394, 'Electrocardiogram change': 7, 'Liver function test normal': 76, 'Sinus tachycardia': 171, 'Metabolic function test': 1975, 'Amylase': 22, 'Urine analysis': 1162, 'Laboratory test normal': 624, 'Condition aggravated': 3189, 'Muscle spasms': 2596, 'Eye pain': 1161, 'Sinusitis': 168, 'Blood pressure systolic abnormal': 2, 'Ventricular extrasystoles': 159, 'Chest X-ray': 1755, 'Priapism': 3, 'White blood cell count increased': 590, 'Ageusia': 1122, 'Eye pruritus': 617, 'Flank pain': 220, 'Injection site pruritus': 14249, 'Abdominal distension': 481, 'Dysphonia': 704, 'Paraesthesia oral': 3802, 'Feeling drunk': 124, 'Mobility decreased': 3688, 'Insomnia': 2328, 'Skin warm': 5467, 'Swelling face': 3057, 'Blood test': 3292, 'Wheezing': 1227, 'Abnormal dreams': 205, 'Sleep disorder': 3695, 'Malaise': 7314, 'Rash papular': 1778, 'Confusional state': 1938, 'Rash erythematous': 5572, 'Blood chloride normal': 167, 'Blood urea normal': 161, 'Haemoglobin normal': 252, 'Platelet count': 100, 'White blood cell count normal': 288, 'Breast tenderness': 164, 'Abdominal discomfort': 2225, 'Lid sulcus deepened': 4, 'Exposure to SARS-CoV-2': 163, 'Tenderness': 2208, 'Tachycardia': 2511, 'Disorientation': 933, 'Immediate post-injection reaction': 2472, 'Eye swelling': 1202, 'Injection site dryness': 20, 'Skin hyperpigmentation': 26, 'Bronchitis': 63, 'Pneumonia': 555, 'Cellulitis': 827, 'Injection site discomfort': 379, 'Migraine': 3308, 'Lip swelling': 2335, 'Cerebrovascular accident': 858, 'Haematuria': 104, 'Renal function test': 32, 'Hyperhidrosis': 9547, 'Syncope': 5084, 'Computerised tomogram': 2089, 'Rash macular': 2037, 'Muscle tightness': 800, 'Asthenopia': 151, 'Impaired work ability': 2730, 'Injection site rash': 7778, 'Facial pain': 494, 'Vaccination site nodule': 17, 'Respiratory tract congestion': 871, 'Decreased appetite': 4811, 'Oral pruritus': 287, 'Ear congestion': 99, 'Drug screen': 26, 'Neck pain': 4302, 'Gastrointestinal disorder': 152, 'Angiogram normal': 57, 'COVID-19': 2695, 'Blood gases': 63, 'Arthropathy': 42, 'C-reactive protein increased': 348, 'Metabolic function test normal': 346, 'Serum ferritin increased': 47, 'Asthma': 496, 'Chest pain': 5069, 'Injection site nodule': 645, 'Rhinorrhoea': 1824, 'Loss of personal independence in daily activities': 1433, 'Dry eye': 167, 'Angiogram': 372, 'Hyperventilation': 281, 'Blood creatinine increased': 317, 'Skin lesion': 292, 'Unevaluable event': 1604, 'Taste disorder': 788, 'Exposure during pregnancy': 890, 'Lymphadenitis': 96, 'Vaccination site pain': 1833, 'Blood lactate dehydrogenase increased': 36, 'Lung infiltration': 115, 'Blood thyroid stimulating hormone normal': 126, 'Dry mouth': 981, 'Musculoskeletal stiffness': 2546, 'Vaccination site swelling': 678, 'Injection site vesicles': 181, 'Odynophagia': 123, 'Herpes zoster': 1871, 'Injected limb mobility decreased': 657, 'Ear pruritus': 124, 'Throat irritation': 2966, 'Lymph node pain': 1987, 'Product label confusion': 45, 'Torticollis': 11, 'Palpitations': 4776, 'Skin induration': 126, 'Hypermetropia': 2, 'Angioedema': 398, 'Blindness unilateral': 94, 'Abortion spontaneous': 289, 'Foetal heart rate abnormal': 22, 'Pregnancy test positive': 19, 'Therapeutic response unexpected': 31, 'Painful respiration': 185, 'Blood test normal': 951, 'Product monitoring error': 2, 'Urine analysis normal': 386, 'Hypersensitivity': 1036, 'Nervousness': 884, 'Facial paresis': 204, 'Auscultation': 7, 'Somnolence': 2306, 'Type IV hypersensitivity reaction': 43, 'Intentional product use issue': 3, 'Blood glucose': 383, 'Blood glucose decreased': 199, 'Conjunctivitis': 80, 'Contusion': 1236, 'Livedo reticularis': 90, 'Eye irritation': 444, 'Eczema': 110, 'Pain in jaw': 789, 'Cold sweat': 1798, 'Jaw disorder': 43, 'Lumbar puncture': 152, 'Cheilitis': 120, 'Electrocardiogram normal': 1651, 'Seizure': 1373, 'Atrial fibrillation': 652, 'Herpes zoster cutaneous disseminated': 1, 'SARS-CoV-2 test positive': 2644, 'Gingival swelling': 78, 'Impaired driving ability': 336, 'Oxygen saturation': 298, 'Vision blurred': 2339, 'Apathy': 27, 'Oral mucosal blistering': 107, 'Platelet count decreased': 509, 'Joint stiffness': 461, 'Induration': 1172, 'Body temperature decreased': 210, 'Herpes simplex reactivation': 8, 'Vaccination site warmth': 441, 'Sinus disorder': 94, 'Blood potassium decreased': 238, 'Epistaxis': 762, 'Throat tightness': 3312, 'Neuralgia': 624, 'Feeling jittery': 306, 'Enlarged uvula': 59, 'Petechiae': 296, 'Bile duct stone': 3, 'Eyelid ptosis': 105, 'Peripheral coldness': 726, 'Continuous positive airway pressure': 19, 'Blood immunoglobulin E': 16, 'Swollen tongue': 2293, 'Muscle twitching': 627, 'Dry throat': 394, 'Oropharyngeal discomfort': 670, 'Lymph node palpable': 31, 'Brain natriuretic peptide normal': 64, 'Thirst': 623, 'Hypotension': 1377, 'Vaccination site bruising': 63, 'Facial paralysis': 1102, 'Vaccination site reaction': 226, 'Pollakiuria': 268, 'Gastrooesophageal reflux disease': 233, 'Blood pressure orthostatic abnormal': 3, 'Pleuritic pain': 66, 'Restlessness': 481, 'Swelling of eyelid': 461, 'Maternal exposure during breast feeding': 30, 'Balance disorder': 1270, 'Tachypnoea': 192, 'Herpes zoster reactivation': 7, 'Blood glucose increased': 755, 'Angiogram cerebral': 57, 'Brain natriuretic peptide': 91, 'Differential white blood cell count': 255, 'Perfusion brain scan': 5, 'Scan with contrast': 208, 'Dehydration': 911, 'Head discomfort': 962, 'Migraine with aura': 73, 'Angiogram pulmonary normal': 32, 'Candida infection': 28, 'Glossodynia': 238, 'Tongue ulceration': 42, 'Illness': 314, 'SARS-CoV-2 test': 2361, 'Injection site hypoaesthesia': 339, 'Bursitis': 97, 'Stridor': 72, 'Palatal disorder': 10, 'Skin swelling': 317, 'Stillbirth': 10, 'Visual impairment': 1168, 'Speech disorder': 495, 'Liver function test': 118, 'Death': 2687, 'Disturbance in attention': 797, 'Presyncope': 1275, 'COVID-19 pneumonia': 194, 'Bone pain': 801, 'Product administered at inappropriate site': 266, 'Glassy eyes': 58, 'Influenza like illness': 3385, 'Exposure via breast milk': 15, 'Cardiac telemetry normal': 8, 'Echocardiogram normal': 274, 'Fibrin D dimer': 322, 'Ear swelling': 183, 'Syringe issue': 556, 'Dermatitis exfoliative generalised': 4, 'Suppressed lactation': 24, 'Dyspnoea exertional': 215, 'Eye discharge': 74, 'Ocular hyperaemia': 523, 'Muscular weakness': 2340, 'Tunnel vision': 212, 'X-ray normal': 155, 'Uterine spasm': 30, 'Injection site inflammation': 644, 'Acute myocardial infarction': 173, 'Crying': 252, 'Joint range of motion decreased': 611, 'Lip pruritus': 187, 'Blood glucose normal': 694, 'Genital blister': 3, 'Hypersomnia': 955, 'Agitation': 187, 'Dizziness postural': 296, 'Respiratory arrest': 158, 'Oedema peripheral': 604, 'Bradycardia': 252, 'Tongue pruritus': 293, 'Incorrect route of product administration': 277, 'Ear discomfort': 760, 'Adverse reaction': 170, 'Infection': 103, 'Oral pain': 239, 'Autopsy': 79, 'Arthritis': 277, 'Hypotonia': 65, 'Blood magnesium normal': 125, 'Injection site mass': 1699, 'Papule': 41, 'Retching': 781, 'Cardiac disorder': 101, 'Depressed level of consciousness': 144, 'Abdominal tenderness': 44, 'Blood electrolytes normal': 77, 'Blood pressure fluctuation': 139, 'Autoscopy': 33, 'Product storage error': 439, 'Oral discomfort': 280, 'Computerised tomogram abnormal': 419, 'Troponin': 509, 'Sensitive skin': 584, 'Ataxia': 65, 'Blood count normal': 20, 'Serum sickness': 4, 'Eye haemorrhage': 119, 'Pulmonary congestion': 141, 'Aphasia': 655, 'Hemiparesis': 286, 'Neurological examination abnormal': 20, 'Deafness unilateral': 279, 'Activated partial thromboplastin time shortened': 31, 'International normalised ratio normal': 119, 'Skin discolouration': 808, 'Anger': 55, 'Oral mucosal eruption': 69, 'Amnesia': 337, 'Cholecystectomy': 35, 'Blood gases abnormal': 21, 'Sensory disturbance': 243, 'Blood pressure abnormal': 160, 'Extraocular muscle paresis': 26, 'Dermatitis allergic': 125, 'Cardio-respiratory arrest': 120, 'Abdominal pain lower': 236, 'Nodule': 546, 'Fine motor skill dysfunction': 44, 'Antibody test': 37, 'Culture positive': 10, 'Magnetic resonance imaging brain normal': 59, 'Thrombophlebitis superficial': 80, 'Underdose': 1022, 'Bradyphrenia': 53, 'Autoantibody positive': 1, 'Electrocardiogram ambulatory': 106, 'Bladder catheter replacement': 1, 'Body temperature abnormal': 60, 'Spinal pain': 210, 'Audiogram abnormal': 52, 'Prothrombin time': 135, 'Miliaria': 38, 'Antinuclear antibody negative': 85, 'Red blood cell sedimentation rate normal': 208, 'Blood lactic acid decreased': 21, 'Gingival pain': 123, 'Erythema multiforme': 113, 'Blood culture': 140, 'Water pollution': 9, 'Influenza virus test negative': 440, 'Red blood cell sedimentation rate': 169, 'Appendicectomy': 135, 'Inappropriate schedule of product administration': 1628, 'Mass': 292, 'Coating in mouth': 10, 'Magnetic resonance imaging spinal normal': 40, \"Raynaud's phenomenon\": 40, 'Injection site paraesthesia': 343, 'Skin tightness': 318, 'Abnormal sensation in eye': 58, 'Aura': 53, 'Computerised tomogram head normal': 359, 'Limb injury': 99, 'X-ray limb normal': 65, 'Product administered to patient of inappropriate age': 2649, 'Sluggishness': 289, 'Troponin normal': 318, 'Pulmonary pain': 166, 'Muscle discomfort': 57, 'Ultrasound scan abnormal': 216, 'Drooling': 98, 'Ocular discomfort': 260, 'Bacterial test': 28, 'Electrocardiogram QT prolonged': 19, 'Vaccination site irritation': 11, 'Tic': 18, 'Iridocyclitis': 10, 'Oral mucosal exfoliation': 9, 'Skin burning sensation': 632, 'Clumsiness': 20, 'Fear': 144, 'Vibratory sense increased': 15, 'Diplopia': 294, 'Sneezing': 521, 'Injection site discolouration': 306, 'Magnetic resonance imaging': 1158, 'Panic attack': 350, 'Pulse absent': 133, 'Antinuclear antibody positive': 52, 'Coagulation time': 6, 'Muscle strain': 74, 'Streptococcus test': 103, 'Loss of consciousness': 3757, 'Periorbital swelling': 337, 'Asymptomatic COVID-19': 55, 'Tongue dry': 37, 'Arthritis bacterial': 5, 'Alanine aminotransferase normal': 147, 'Blood albumin normal': 110, 'Blood creatinine normal': 218, 'Glomerular filtration rate': 85, 'Immature granulocyte percentage increased': 15, 'Mean cell haemoglobin concentration normal': 124, 'Monocyte percentage decreased': 10, 'Platelet count normal': 323, 'Sensation of foreign body': 581, 'Eye movement disorder': 296, 'Blood thyroid stimulating hormone': 334, 'Joint swelling': 917, 'Vomiting projectile': 58, 'Eyelid function disorder': 85, 'Muscle rigidity': 77, 'Eustachian tube obstruction': 3, 'Pharyngeal hypoaesthesia': 252, 'Gait disturbance': 2227, 'Weight bearing difficulty': 49, 'Bronchospasm': 66, 'Salivary hypersecretion': 110, 'Sinus congestion': 336, 'Drug hypersensitivity': 61, 'Blood creatine phosphokinase increased': 110, 'Pallor': 2148, 'Drainage': 26, 'Lip erythema': 63, 'Body temperature': 1415, 'Blood pressure measurement': 781, 'Heart rate': 605, 'Gingival bleeding': 89, 'Oral herpes': 480, 'Parosmia': 361, 'Chromaturia': 181, 'Upper respiratory tract congestion': 36, 'Vaccination site pruritus': 251, 'Allergy to vaccine': 58, 'Laboratory test': 2015, 'Thinking abnormal': 106, 'Extrasystoles': 84, 'Suffocation feeling': 13, 'Vaginal haemorrhage': 281, 'Pharyngeal paraesthesia': 571, 'Renal pain': 201, 'Body mass index': 15, 'Incorrect dose administered': 1145, 'Computerised tomogram head': 854, 'Nightmare': 179, 'Ultrasound scan normal': 154, 'Adverse event': 77, 'Breast pain': 549, 'Alanine aminotransferase': 28, 'Pain of skin': 822, 'Abnormal behaviour': 94, 'Alopecia': 161, 'Intestinal resection': 2, 'Exercise tolerance decreased': 43, 'Neurological examination normal': 43, 'Hyperaesthesia': 260, 'Blood count abnormal': 5, 'Menorrhagia': 9, 'Dysarthria': 590, 'Acute kidney injury': 229, 'Throat clearing': 211, 'Streptococcus test negative': 243, 'Activated partial thromboplastin time normal': 39, 'Blood alkaline phosphatase normal': 139, 'Carbon dioxide normal': 127, 'International normalised ratio decreased': 13, 'Protein total': 26, 'Injection site movement impairment': 76, 'Dental discomfort': 16, 'Feeling of body temperature change': 489, 'Postictal state': 38, 'Cardiac monitoring abnormal': 31, 'Hypertensive crisis': 30, 'Cardiac assistance device user': 17, 'Alanine aminotransferase increased': 237, 'Defaecation urgency': 40, 'Chorioretinopathy': 2, 'Nervous system disorder': 34, 'Thermal burn': 26, 'Blood HIV RNA below assay limit': 2, 'Mechanical ventilation': 151, 'Corneal reflex decreased': 29, 'PO2 decreased': 18, 'Cardiac monitoring': 230, 'Weight': 104, 'Product use issue': 131, 'Lethargy': 2887, 'Constipation': 305, 'Hordeolum': 45, 'Mucosa vesicle': 3, 'Bradykinesia': 60, 'Circumoral oedema': 3, 'Vaccination site joint movement impairment': 8, 'Bruxism': 41, 'Vaccination complication': 607, 'Computerised tomogram spine': 54, 'Urine leukocyte esterase positive': 23, 'Dyshidrotic eczema': 10, 'Dyspepsia': 574, 'Directional Doppler flow tests': 1, 'Blindness': 297, 'Generalised oedema': 21, 'Hyponatraemia': 74, 'Injection site haemorrhage': 210, 'Vaccination site streaking': 2, 'Extra dose administered': 491, 'Incontinence': 121, 'Stomatitis': 309, 'Acute respiratory failure': 114, 'Streptococcus test positive': 22, 'Influenza': 317, 'Lacrimation increased': 482, 'Cardiac arrest': 368, 'Cardiovascular evaluation': 51, 'Upper-airway cough syndrome': 163, 'Genital herpes': 30, 'Vitamin B12 normal': 74, 'Blood catecholamines': 4, 'Erythema of eyelid': 63, 'Tryptase': 123, 'Hypoxia': 367, 'Shock symptom': 8, 'Dysstasia': 855, 'Birth mark': 2, 'Oxygen saturation decreased': 481, 'Vocal cord thickening': 1, 'Injection site lymphadenopathy': 52, 'Activated partial thromboplastin time': 117, 'Areflexia': 27, 'Differential white blood cell count abnormal': 33, 'Haematocrit normal': 217, 'Shift to the left': 10, 'Blood thyroid stimulating hormone decreased': 48, 'Tri-iodothyronine free abnormal': 2, 'Vertigo positional': 89, 'Rash vesicular': 247, 'Cardiac flutter': 202, 'COVID-19 immunisation': 36, 'Lip oedema': 35, 'CSF polymorphonuclear cell count increased': 1, 'Cryptococcus test': 13, 'Hepatitis C test negative': 17, 'Mononucleosis heterophile test negative': 34, 'Treponema test negative': 33, 'Aspiration bursa': 2, 'Shoulder injury related to vaccine administration': 81, 'Lymphoedema': 72, 'Full blood count abnormal': 129, 'Time perception altered': 11, 'Hypocalcaemia': 13, 'Abscess': 16, 'Blood urea increased': 183, 'Protein total decreased': 34, 'Ultrasound scan': 865, 'Rash maculovesicular': 1, 'Extremity contracture': 13, 'Toxicologic test': 15, 'Feeding disorder': 339, 'Pregnancy test urine': 12, 'Grip strength decreased': 149, 'Magnetic resonance imaging brain': 91, 'Blood creatine phosphokinase normal': 90, 'Electromyogram normal': 22, 'Facial nerve disorder': 14, 'Face oedema': 61, 'Tongue movement disturbance': 16, 'Product substitution': 6, 'Mastication disorder': 82, 'Back injury': 19, 'Exposure via skin contact': 65, 'Blood calcium': 40, 'Computerised tomogram thorax': 407, 'Eyelid disorder': 56, 'Polyuria': 40, 'Vaccination site induration': 152, 'Tongue blistering': 66, 'Nystagmus': 54, 'Interchange of vaccine products': 1169, 'Romberg test': 3, 'Blood culture negative': 132, 'Anal incontinence': 81, 'Pregnancy': 67, 'Blood urine present': 198, 'Sinus headache': 137, 'Laparoscopic surgery': 25, 'Aphonia': 144, 'Pharyngeal oedema': 20, 'Incorrect product formulation administered': 143, 'Needle issue': 100, 'Herpes simplex test negative': 31, 'Occupational exposure to SARS-CoV-2': 13, 'Haematospermia': 5, 'Herpes simplex': 85, 'Rheumatoid arthritis': 112, 'Vaccination site coldness': 5, 'Eyelid oedema': 23, 'Sinus rhythm': 51, 'Dyskinesia': 382, 'Diaphragmatic spasm': 4, 'Physical examination': 208, 'Disease recurrence': 44, 'Oedema': 186, 'Biopsy': 108, 'Dermatitis': 125, 'Anaphylactic shock': 76, 'Hypoglycaemia': 86, 'X-ray': 811, 'Vaccination site cellulitis': 12, 'Vaccination site discomfort': 39, 'Dry skin': 319, 'Gastric disorder': 32, 'Fibrin D dimer increased': 350, 'Antineutrophil cytoplasmic antibody negative': 23, 'Blood lactic acid': 203, 'Adverse drug reaction': 43, 'Nasal discomfort': 107, 'Injection site irritation': 200, 'Oxygen saturation abnormal': 14, 'Muscle swelling': 83, 'Hypoacusis': 408, 'Immune-mediated adverse reaction': 4, 'Oral mucosal erythema': 28, 'Neck mass': 64, 'C-reactive protein normal': 166, 'Haemoglobin': 63, 'C-reactive protein': 235, 'Injection site hypersensitivity': 87, 'Eye inflammation': 42, 'Ocular icterus': 9, 'Contraindication to vaccination': 10, 'Epilepsy': 19, 'Tension headache': 147, 'Catheterisation cardiac': 110, 'Acute coronary syndrome': 8, 'Coronary artery stenosis': 16, 'Troponin increased': 377, 'Facial discomfort': 117, 'Nasal pruritus': 48, 'Blood glucose abnormal': 68, 'Muscle disorder': 27, 'Paraplegia': 3, 'Cluster headache': 36, 'Adult failure to thrive': 4, 'Joint contracture': 13, 'Pupil fixed': 20, 'Wrong technique in product usage process': 80, 'General physical condition normal': 2, 'Acne': 83, 'Atrial tachycardia': 6, 'Vaccination site inflammation': 33, 'Unresponsive to stimuli': 1334, 'X-ray abnormal': 52, 'SARS-CoV-2 antibody test positive': 103, 'Acoustic stimulation tests abnormal': 92, 'Epinephrine': 30, 'Liver function test increased': 78, 'Eyelids pruritus': 60, 'Facial spasm': 27, 'Ill-defined disorder': 7, 'Sedation': 83, 'Respiratory rate increased': 212, 'Instillation site paraesthesia': 2, 'Cognitive disorder': 253, 'Neuropathy peripheral': 283, 'Chlamydia test': 4, 'Vaccination site rash': 337, 'Blood magnesium': 162, 'Urine ketone body present': 22, 'Alcohol interaction': 1, 'Photopsia': 110, 'Herpes virus test': 10, 'Hypnopompic hallucination': 1, 'Musculoskeletal discomfort': 406, 'Muscle fatigue': 228, 'Eyelid margin crusting': 25, 'Deep vein thrombosis': 627, 'Ultrasound Doppler abnormal': 196, 'Urinary tract infection': 351, 'Arthropod bite': 21, 'Musculoskeletal chest pain': 372, 'Atelectasis': 91, 'Tongue rough': 5, 'Ophthalmic herpes zoster': 16, 'Paranasal sinus hypersecretion': 26, 'Oral disorder': 46, 'Abdominal X-ray': 36, 'Frustration tolerance decreased': 15, 'Deafness neurosensory': 94, 'Blood albumin decreased': 85, 'Human chorionic gonadotropin negative': 49, 'Brachial plexus injury': 3, 'Mouth swelling': 348, 'Anion gap': 78, 'Blood potassium normal': 233, 'Mean cell volume normal': 158, 'Electrocardiogram QRS complex normal': 2, 'Thyroxine free normal': 28, 'Eosinophil count normal': 74, 'Basophil count decreased': 55, 'Mean cell haemoglobin increased': 33, 'Neutrophil count increased': 87, 'Red cell distribution width normal': 132, 'Skin reaction': 355, 'Orthostatic hypotension': 61, 'Borrelia test negative': 27, 'Gait deviation': 1, 'Phlebitis': 23, 'Blister rupture': 20, 'Hypopnoea': 200, 'Tearfulness': 44, 'Cyanosis': 207, 'Panic reaction': 109, 'Hypoaesthesia eye': 61, 'Blood magnesium decreased': 29, 'Aggression': 49, 'Memory impairment': 382, 'Motor dysfunction': 72, 'Blood immunoglobulin G': 39, 'Echocardiogram': 725, 'Supraventricular tachycardia': 115, 'Cardioversion': 90, 'Angiocardiogram': 16, 'Synovitis': 8, 'Basophil percentage': 78, 'Blood sodium normal': 207, 'Monocyte percentage': 99, 'Protein total normal': 116, 'Injection site haematoma': 50, 'Ultrasound breast normal': 9, 'Computerised tomogram abdomen': 272, 'Immunisation': 142, 'Abdominal adhesions': 3, 'Absence of immediate treatment response': 4, 'Breast feeding': 39, 'Gingivitis': 9, 'Neurological examination': 72, 'Biopsy skin abnormal': 26, 'Dermatitis acneiform': 57, 'Mental impairment': 281, 'Breath sounds normal': 4, 'Blood iron': 27, 'Sudden death': 51, 'Coordination abnormal': 89, 'Stress': 81, 'Cardiac telemetry': 22, 'Differential white blood cell count normal': 110, 'Pregnancy test negative': 104, 'Mucosal erosion': 1, 'Magnetic resonance imaging normal': 323, 'Seizure like phenomena': 153, 'Photosensitivity reaction': 87, 'Heart rate irregular': 451, 'Micturition urgency': 76, 'Computerised tomogram thorax abnormal': 256, 'Injection related reaction': 5, 'Cooling therapy': 27, 'Blood pressure orthostatic normal': 3, 'Blood lactic acid increased': 89, 'Heart sounds abnormal': 3, 'Haematochezia': 172, 'Peak expiratory flow rate': 3, 'Anion gap decreased': 21, 'Nitrite urine absent': 47, 'Specific gravity urine increased': 6, 'Blindness transient': 52, 'Purpura': 77, 'Ear infection': 78, 'Mood altered': 37, 'Body height': 76, 'Respiratory depression': 27, 'Computerised tomogram head abnormal': 242, 'Body temperature normal': 20, 'Angina pectoris': 120, 'Injection site oedema': 151, 'Affect lability': 15, 'Herpes virus infection': 53, 'Food intolerance': 12, 'Investigation': 154, 'Piloerection': 58, 'Facet joint syndrome': 4, 'Corneal oedema': 5, 'Macule': 13, 'Blood cholesterol': 29, 'Vaccination site infection': 5, 'Blood pressure diastolic decreased': 3, 'Nasal dryness': 29, 'Tongue discomfort': 248, 'Antibiotic therapy': 10, 'Expired product administered': 159, \"Allen's test\": 1, 'PO2 normal': 7, 'Pyelonephritis': 8, 'Injection site abscess': 57, 'Pancytopenia': 31, 'Blood test abnormal': 155, 'Orthopnoea': 11, \"Bell's palsy\": 1311, 'Adjusted calcium increased': 1, 'Menstrual disorder': 354, 'Fibrin D dimer normal': 123, 'Altered visual depth perception': 13, 'Upper motor neurone lesion': 6, 'Specialist consultation': 32, 'Hypertrophy': 1, 'Angiogram abnormal': 48, 'Vasoconstriction': 5, 'Cardiac stress test normal': 46, 'Pancreatitis acute': 43, 'Breast engorgement': 4, 'Lipids': 82, 'Cardiomegaly': 65, 'Osteoarthritis': 43, 'Eyelid irritation': 22, 'Decerebrate posture': 3, 'Blood pressure normal': 70, 'Scratch': 37, 'Paranasal sinus discomfort': 293, 'Blepharitis': 14, 'Skin abrasion': 89, 'Nasal injury': 19, 'Influenza B virus test': 159, 'Magnetic resonance imaging head': 364, 'No reaction on previous exposure to drug': 45, 'Pharyngitis': 41, 'Antibody test positive': 9, 'Narcolepsy': 9, 'Breath sounds abnormal': 63, 'Posture abnormal': 93, 'Laryngitis viral': 2, 'Product administration error': 147, 'Rash maculo-papular': 155, 'Vaccination site hypoaesthesia': 14, 'Eyelid pain': 35, 'Maternal exposure during pregnancy': 29, 'Flatulence': 299, 'Pityriasis rosea': 62, 'Blood creatine phosphokinase': 120, 'Supraventricular extrasystoles': 29, 'Bacteraemia': 14, 'Dyschromatopsia': 21, 'Hair disorder': 5, 'Bladder catheterisation': 30, 'Blood folate normal': 17, 'Lipids normal': 24, 'Dysmenorrhoea': 221, 'Pleurisy': 48, 'Posturing': 11, 'Fungal infection': 41, 'Magnetic resonance imaging spinal': 75, 'Injection site joint pain': 76, 'Rectal tenesmus': 7, 'Appetite disorder': 21, 'Deafness': 427, 'Fear of injection': 106, 'Antinuclear antibody': 118, 'Conjunctival haemorrhage': 57, 'Blood calcium normal': 115, 'Glomerular filtration rate normal': 67, 'Injection site pustule': 24, 'Temperature intolerance': 46, 'Mental status changes': 329, 'Myocardial infarction': 308, 'Glossitis': 62, 'Thyroid function test normal': 69, 'Lactation disorder': 15, 'Bilevel positive airway pressure': 72, 'Pregnancy test': 59, 'Product preparation issue': 428, 'Ultrasound joint': 12, 'Musculoskeletal pain': 130, 'Angioplasty': 13, 'Haemorrhage intracranial': 23, 'Intensive care': 520, 'Blood calcium decreased': 94, 'Injection site macule': 14, 'Gingival disorder': 3, 'Administration site swelling': 4, 'Brain natriuretic peptide increased': 132, 'Adrenal disorder': 7, 'Anticoagulant therapy': 167, 'Breast swelling': 198, 'Troponin I normal': 87, 'Blood chloride decreased': 58, 'Eosinophil percentage increased': 17, 'Salivary gland pain': 8, 'X-ray of pelvis and hip': 24, 'Conversion disorder': 16, 'Foetal monitoring': 4, 'Dysuria': 186, 'Urinary retention': 67, 'Injection site muscle weakness': 34, 'Activated partial thromboplastin time prolonged': 31, 'Blood sodium decreased': 181, 'Ultrasound Doppler normal': 91, 'Body temperature fluctuation': 95, 'Myocardial necrosis marker': 62, 'Irritability': 211, 'External ear pain': 24, 'Injection': 4, 'Staring': 76, 'Sweating fever': 6, 'Post procedural haemorrhage': 6, 'Circumoral swelling': 15, 'Allodynia': 39, 'Tongue spasm': 4, 'Accelerated hypertension': 5, 'Skin disorder': 56, 'Menstruation delayed': 131, 'Menstruation irregular': 427, 'Hyperglycaemia': 72, 'Secretion discharge': 108, 'Angiogram pulmonary abnormal': 150, 'Blood urea nitrogen/creatinine ratio increased': 18, 'Discharge': 21, 'Dermatitis atopic': 16, 'Eustachian tube disorder': 8, 'Depressed mood': 97, 'Bed rest': 73, 'Depression': 226, 'Postural orthostatic tachycardia syndrome': 31, 'Euphoric mood': 96, 'Sudden onset of sleep': 11, 'Lymphadenopathy mediastinal': 11, 'Injection site indentation': 67, 'Movement disorder': 496, 'Poor quality sleep': 199, 'Hypovolaemic shock': 3, 'Blood gonadotrophin': 1, 'Erythema annulare': 3, 'Purulent discharge': 9, 'Resuscitation': 289, 'Angiogram cerebral normal': 58, 'Obstructive airways disorder': 50, 'Urine output increased': 14, 'Cardiac function test normal': 24, 'Electric shock sensation': 147, 'Maternal exposure before pregnancy': 13, 'Red blood cell count increased': 28, 'Acoustic stimulation tests normal': 44, 'Varicella zoster virus infection': 5, 'Skin irritation': 207, 'Decreased activity': 31, 'Adverse event following immunisation': 12, 'Acquired diaphragmatic eventration': 1, 'Urinary hesitation': 7, 'Thrombocytopenia': 186, 'Muscle contractions involuntary': 91, 'Cardiac failure congestive': 147, 'Hypokalaemia': 76, 'Keratitis': 9, 'Fluid retention': 79, 'Magnetic resonance imaging abnormal': 172, 'Lip discolouration': 24, 'Cubital tunnel syndrome': 4, 'White blood cell count': 102, 'Auditory disorder': 12, 'Decreased interest': 12, 'Apraxia': 15, 'Aphthous ulcer': 103, 'Antiphospholipid antibodies': 18, 'Respiratory viral panel': 69, 'SARS-CoV-2 antibody test negative': 113, 'Scleral haemorrhage': 4, 'Uveitis': 24, 'Injection site extravasation': 52, 'Brain death': 13, 'Electroencephalogram abnormal': 27, 'Withdrawal of life support': 7, 'Neurological symptom': 164, 'Delusion': 48, 'Dark circles under eyes': 16, 'Leukocytosis': 88, 'Cardiac stress test': 136, 'Abnormal faeces': 33, 'Erectile dysfunction': 24, 'Acute myeloid leukaemia': 13, 'Lip blister': 105, 'Anti-thyroid antibody decreased': 1, 'Red blood cell sedimentation rate increased': 202, 'Transfusion': 72, 'Basilar artery occlusion': 3, 'Microalbuminuria': 3, 'Cardiac discomfort': 24, 'Blood pressure systolic decreased': 5, 'Gait inability': 613, 'Culture stool': 15, 'Scan with contrast normal': 43, 'Electrocardiogram PR prolongation': 2, 'Legionella test': 15, 'Psychomotor hyperactivity': 43, 'Intraocular pressure test': 11, 'Thyroid function test': 68, 'Haematemesis': 77, 'Aspiration pleural cavity': 15, 'Thrombosis': 773, 'Low density lipoprotein increased': 12, 'Biopsy skin': 100, 'Skin haemorrhage': 14, 'Hallucination, visual': 53, 'Faeces discoloured': 95, 'Acute disseminated encephalomyelitis': 9, 'Phobia': 8, 'Chapped lips': 69, 'Atrial flutter': 54, 'Mouth ulceration': 118, 'Trigger finger': 22, 'Pneumonitis': 45, 'Genital rash': 19, 'Monoplegia': 89, 'Cerebral palsy': 7, 'Blood alkaline phosphatase increased': 124, 'Skin exfoliation': 328, 'Burning sensation mucosal': 5, 'Cyst': 31, 'Scab': 102, 'Eyelid sensory disorder': 12, 'Medication error': 97, 'Breast discomfort': 28, 'Anti-RNA polymerase III antibody negative': 6, 'Urine output decreased': 39, 'Food allergy': 45, 'Bacterial test negative': 32, 'Vaginal ulceration': 11, 'Sensory loss': 165, 'Accidental exposure to product': 17, 'Intermenstrual bleeding': 208, 'Allergy to chemicals': 7, 'Mastoiditis': 2, 'Ejection fraction decreased': 58, 'Reaction to previous exposure to any vaccine': 58, 'Increased upper airway secretion': 40, 'Hallucination': 366, 'Administration site bruise': 5, 'Use of accessory respiratory muscles': 11, 'Acoustic stimulation tests': 225, 'Head injury': 651, 'Axillary lymphadenectomy': 8, 'Injection site streaking': 45, 'Diagnostic procedure': 7, 'Culture wound': 8, 'Haematoma': 83, 'Formication': 104, 'Prothrombin time prolonged': 63, 'Herpes ophthalmic': 8, 'Primary cough headache': 1, 'Double stranded DNA antibody': 16, 'Eye disorder': 119, 'Vaccination site papule': 3, 'Off label use': 174, 'Blood pressure systolic': 17, 'Coronavirus test': 7, 'Sleep paralysis': 12, 'Pre-existing condition improved': 9, 'Adenovirus test': 7, 'Enterovirus test negative': 8, 'Polymerase chain reaction': 62, 'Bladder scan': 8, 'Bedridden': 142, 'Systemic infection': 1, 'Heart rate abnormal': 125, 'Tuberculin test': 16, 'Hunger': 72, 'Blood smear test': 8, 'Laboratory test abnormal': 103, 'Pulse abnormal': 138, 'Injection site infection': 64, 'Cutaneous T-cell lymphoma': 1, 'Upper respiratory tract infection': 39, 'Erythema induratum': 3, 'Anti-cyclic citrullinated peptide antibody negative': 14, 'Lymphocyte count': 39, 'Mean platelet volume normal': 92, 'White blood cell count decreased': 169, 'Respiratory rate decreased': 31, 'Chiropractic': 5, 'Chronic obstructive pulmonary disease': 98, 'Haemoglobin decreased': 381, 'Lung opacity': 172, 'Red blood cell count decreased': 136, 'Anaemia': 133, 'Contraindicated product administered': 4, 'Blood bilirubin decreased': 11, 'Diabetic ketoacidosis': 31, 'Immobile': 29, 'Ulcer': 19, 'Gallbladder disorder': 21, 'Haemorrhage': 235, 'Respiratory distress': 195, 'Delirium': 194, 'Bladder pain': 25, 'Facial asymmetry': 31, 'Arnold-Chiari malformation': 6, 'Biopsy lymph gland': 19, 'Vulval ulceration': 8, 'Eosinophil count decreased': 54, 'Protein total increased': 21, 'Vaccination site oedema': 8, 'Trichoglossia': 4, 'Generalised tonic-clonic seizure': 146, 'Neutrophil percentage increased': 91, 'Respiratory syncytial virus test negative': 58, 'Metabolic function test abnormal': 39, 'Scrotal pain': 4, 'Pulmonary embolism': 830, 'Endoscopy': 43, 'Cartilage injury': 2, 'Disease prodromal stage': 1, 'Hyposmia': 28, 'Injection site erosion': 4, 'Deafness bilateral': 32, 'Troponin T normal': 22, 'Genital herpes simplex': 2, 'Tissue irritation': 3, 'COVID-19 prophylaxis': 1, 'Abnormal loss of weight': 19, 'Haematocrit decreased': 185, 'Device connection issue': 78, 'Drug eruption': 13, 'Computerised tomogram pelvis': 68, 'Dermatitis contact': 52, 'Choking': 78, 'Heart rate normal': 42, 'Chemotherapy': 12, 'Respiratory failure': 135, 'Allergy to surgical sutures': 2, 'Pelvic pain': 86, 'Screaming': 29, 'Sudden cardiac death': 10, 'Vaccine positive rechallenge': 703, 'Cardiac failure chronic': 7, 'Weight decreased': 256, 'Vitreous floaters': 144, 'Diarrhoea haemorrhagic': 64, 'Mammogram': 111, 'Chillblains': 22, 'Groin pain': 148, 'Rheumatoid factor': 51, 'Ophthalmological examination normal': 19, 'Post viral fatigue syndrome': 8, 'Product administered by wrong person': 1, 'Circumstance or information capable of leading to medication error': 17, 'Allergy test negative': 20, 'Abscess neck': 5, 'Computerised tomogram neck': 139, 'X-ray limb': 94, 'Eructation': 147, 'Abnormal weight gain': 2, 'Lung hyperinflation': 7, 'Encephalitis': 22, 'Magnetic resonance imaging head abnormal': 253, 'Scan with contrast abnormal': 82, 'Wrong patient': 19, 'Fluid intake reduced': 50, 'Vital signs measurement': 1024, 'Cardiolipin antibody negative': 7, 'Lipase normal': 63, 'Vestibular disorder': 18, 'Amenorrhoea': 26, 'Exophthalmos': 15, 'Breast mass': 58, 'Arteriogram coronary normal': 18, 'Dysphemia': 52, 'Blood blister': 30, 'Vaccination site scar': 3, 'Ischaemic stroke': 91, 'Biliary sepsis': 1, 'Eye contusion': 49, 'HIV test negative': 47, 'Pathology test': 12, 'Magnetic resonance imaging neck': 93, 'Ultrasound Doppler': 428, 'Menstrual discomfort': 6, 'Albumin urine present': 2, 'Sepsis': 193, 'Ventricular tachycardia': 42, 'Carbon dioxide decreased': 83, 'Bundle branch block bilateral': 1, 'Urethral pain': 9, 'Eyelid rash': 43, 'Blood electrolytes': 35, 'Blood bicarbonate decreased': 27, 'Tonsillar hypertrophy': 73, 'Aspiration': 32, 'Dermatologic examination abnormal': 2, 'Hyperacusis': 231, 'Angiogram cerebral abnormal': 52, 'Arthropod sting': 13, 'Leukaemia': 9, 'Angiopathy': 12, 'Lip disorder': 40, 'Spinal X-ray': 48, 'Concussion': 65, 'Penile pain': 2, 'Acupuncture': 9, 'Dental examination': 5, 'Aspartate aminotransferase normal': 127, 'Blood bilirubin normal': 137, 'Blood folate abnormal': 2, 'Globulin': 38, 'Bilirubin conjugated increased': 15, 'Intraductal papillary mucinous neoplasm': 1, 'Salmonella test positive': 1, 'Ultrasound abdomen abnormal': 30, 'Antiviral treatment': 3, 'Dental caries': 1, 'Culture urine negative': 84, 'Device use issue': 2, 'Hypogeusia': 46, 'Trigeminal neuralgia': 57, 'Nasal oedema': 24, 'Blood count': 33, 'Motion sickness': 61, 'Vaccination site haemorrhage': 27, 'Pain assessment': 43, 'Bundle branch block right': 34, 'N-terminal prohormone brain natriuretic peptide increased': 36, 'Incomplete course of vaccination': 114, 'Audiogram': 84, 'Immunology test': 44, 'Gout': 122, 'Cerebral haemorrhage': 131, 'Tongue induration': 1, 'Product preparation error': 70, 'Palmar-plantar erythrodysaesthesia syndrome': 1, 'Moaning': 44, 'Colitis ulcerative': 28, 'Emotional disorder': 56, 'Limb mass': 82, 'Nonspecific reaction': 7, 'Eye operation': 2, 'Conjunctival oedema': 8, 'Sweat gland infection': 1, 'Hidradenitis': 8, 'Erysipelas': 5, 'Anti-cyclic citrullinated peptide antibody': 19, 'Blood pH increased': 14, 'Nitrite urine': 3, 'White blood cells urine positive': 36, 'Hepatic enzyme increased': 78, 'Eosinophilia': 17, 'Overweight': 5, 'Amblyopia': 8, 'Basal ganglia haemorrhage': 7, 'Intracranial mass': 6, 'Lower respiratory tract infection': 26, 'Administration site nerve damage': 1, 'Hyperaesthesia teeth': 65, 'Exfoliative rash': 34, 'Vasodilatation': 38, 'Cerumen impaction': 7, 'Blood lactic acid normal': 57, 'Nasal septum deviation': 3, 'Ear and hearing disorder prophylaxis': 1, 'Lymphocyte count normal': 70, 'Lip pain': 98, 'Left ventricular hypertrophy': 16, 'Discoloured vomit': 12, 'Blood potassium': 45, 'Tongue discolouration': 67, 'Impatience': 2, 'Dysaesthesia': 12, 'Inability to crawl': 5, 'Computerised tomogram thorax normal': 77, 'Cardiac pacemaker evaluation': 4, 'Red blood cell nucleated morphology': 39, 'Ultrasound eye': 5, 'Orbital oedema': 10, 'Gingival blister': 12, 'Blood alkaline phosphatase': 18, 'Partial seizures': 20, 'Blood pressure systolic increased': 29, 'Asterixis': 1, 'Coma': 16, 'Acute sinusitis': 6, 'Henoch-Schonlein purpura': 7, 'Joint lock': 18, 'Fixed eruption': 4, 'Kidney infection': 34, 'Venogram abnormal': 23, 'Macroglossia': 2, 'May-Thurner syndrome': 10, 'Blood uric acid increased': 13, 'Dental paraesthesia': 6, 'Breath sounds': 2, 'Cold urticaria': 3, 'Dermatitis bullous': 46, 'Similar reaction on previous exposure to drug': 33, 'Albumin globulin ratio decreased': 13, 'Cardiac murmur': 14, 'Blood cholesterol increased': 23, 'Blepharochalasis': 2, 'Tendonitis': 53, 'Omentectomy': 1, 'Abdominal hernia': 4, 'Breath odour': 10, 'Eye oedema': 12, 'Urinary incontinence': 277, 'Slow speech': 66, 'Enanthema': 2, 'Circulatory collapse': 11, 'Repetitive speech': 10, 'Cold-stimulus headache': 3, 'Depersonalisation/derealisation disorder': 13, 'Blood immunoglobulin M': 41, 'Oligomenorrhoea': 51, 'Arteriogram coronary abnormal': 9, 'Transient global amnesia': 30, 'Oxygen therapy': 43, 'Cardiogenic shock': 31, 'Aspartate aminotransferase': 30, 'Polyarthritis': 27, 'Anti-NMDA antibody negative': 1, 'CSF glucose normal': 24, 'CSF red blood cell count positive': 24, 'Gram stain negative': 4, 'Viral test': 49, 'Influenza virus test': 126, 'Ankylosing spondylitis': 4, 'Renal cyst': 14, 'Urine odour abnormal': 31, 'Madarosis': 5, 'Catheterisation cardiac abnormal': 50, 'Magnetic resonance imaging joint': 8, 'X-ray limb abnormal': 33, 'Complement factor': 6, 'Adjusted calcium': 1, 'Band neutrophil percentage decreased': 1, 'Blood magnesium increased': 17, 'Mean cell haemoglobin concentration decreased': 41, 'Neutrophil toxic granulation present': 1, 'Red blood cell nucleated morphology present': 2, 'Heavy menstrual bleeding': 469, 'Post-acute COVID-19 syndrome': 148, 'Systemic inflammatory response syndrome': 50, 'Catarrh': 1, 'Numb chin syndrome': 18, 'Frequent bowel movements': 96, 'Amphetamines': 1, 'Renal tubular necrosis': 6, 'Blood chloride increased': 58, 'SARS-CoV-2 test false positive': 4, 'Electroencephalogram': 148, 'Blood thyroid stimulating hormone increased': 26, 'Cardiac telemetry abnormal': 4, 'Immunoglobulin therapy': 144, 'Psoriatic arthropathy': 12, 'Cerebral infarction': 69, 'Liver function test abnormal': 29, 'Antineutrophil cytoplasmic antibody': 11, 'Cranial nerve disorder': 10, 'Abdominal lymphadenopathy': 3, 'Anisocytosis': 4, 'Oral contusion': 10, 'Cerebral atrophy': 16, 'Lung hypoinflation': 2, 'Haematocrit increased': 19, 'Lymphocyte percentage decreased': 94, 'Red blood cell count normal': 131, 'Protein C': 13, 'B-cell lymphoma stage II': 1, 'Bowel movement irregularity': 40, 'Eczema nummular': 13, 'Urine analysis abnormal': 106, 'Cryoglobulins absent': 2, 'Emotional distress': 117, 'Wrong patient received product': 20, 'Gastritis': 38, 'Critical illness': 5, 'Endotracheal intubation': 305, 'Eye infection': 30, 'Vaccination site paraesthesia': 12, 'Middle insomnia': 23, 'Vaccination site lymphadenopathy': 11, 'Radiculitis brachial': 17, 'Craniocerebral injury': 24, 'Chlamydia test negative': 7, 'Antibody test negative': 16, 'Tongue oedema': 18, 'Blood folate': 34, 'Coronary artery occlusion': 28, 'Computerised tomogram abdomen abnormal': 131, 'Hepatitis viral test negative': 20, 'Magnetic resonance imaging heart': 58, 'Pleural effusion': 148, 'Hemianopia': 4, 'Sciatica': 104, 'Autoimmune thyroiditis': 15, 'Cardiac ventriculogram left normal': 1, 'Vulvovaginal erythema': 4, 'Apnoeic attack': 8, 'Alveolar lung disease': 1, 'Echocardiogram abnormal': 160, 'Myocardial strain': 27, 'Right ventricular dysfunction': 2, 'Mean cell haemoglobin decreased': 26, 'Intra-uterine contraceptive device removal': 1, 'Ultrasound breast abnormal': 6, 'Optical coherence tomography': 4, 'Rotator cuff syndrome': 39, 'Poor peripheral circulation': 34, 'Hangover': 40, 'Nail disorder': 3, 'Administration site pain': 10, 'Pemphigoid': 9, 'Chorea': 6, 'Localised oedema': 41, 'Electromyogram': 67, 'Cholecystitis': 23, 'Myocarditis': 116, 'Culture negative': 36, 'Blood immunoglobulin G increased': 15, 'Energy increased': 46, 'Haemorrhage subcutaneous': 6, 'Blood creatine phosphokinase abnormal': 1, 'Conjunctivitis allergic': 3, 'Lymphangitis': 10, 'Ventricular hypokinesia': 21, 'Psoriasis': 80, 'Diverticulitis': 60, 'Injection site papule': 40, 'Dermatitis infected': 3, 'Tooth abscess': 9, 'Dissociation': 46, 'Parotitis': 11, 'Ecchymosis': 35, 'Blood creatinine': 42, 'Jaundice': 55, 'Hypokinesia': 200, 'Coagulation test': 31, 'Blood creatine': 25, 'Uterine dilation and curettage': 25, 'Joint noise': 29, 'Anal pruritus': 4, 'Vulvovaginal pruritus': 20, 'Interstitial lung disease': 20, 'Social avoidant behaviour': 1, 'Respiratory disorder': 59, 'Varicella virus test positive': 10, 'Gastrointestinal pain': 156, 'Blood disorder': 13, 'Drug dispensed to wrong patient': 4, 'Thrombectomy': 71, 'Vasculitis': 48, 'Injection site scab': 32, 'Sexually transmitted disease': 3, 'Anion gap increased': 12, 'Head titubation': 23, 'Electrolyte imbalance': 20, 'Blood creatine increased': 18, 'Hypophosphataemia': 5, 'Itching scar': 3, 'Autoimmune disorder': 63, 'Wrong product administered': 227, 'Genital ulceration': 9, 'Increased appetite': 31, 'Blood bilirubin increased': 102, 'Neutrophil count decreased': 62, 'Allergy test': 56, 'Culture': 65, 'Cardiac function test': 26, 'Vulval disorder': 5, 'Cataplexy': 4, 'Thalamic infarction': 13, 'Facial neuralgia': 7, 'Parotid gland enlargement': 14, 'Guillain-Barre syndrome': 154, \"Sjogren's syndrome\": 10, 'Troponin I': 101, 'Skin papilloma': 12, 'Hiccups': 30, 'Asthma exercise induced': 5, 'Choking sensation': 46, 'Sinus operation': 82, 'Restless legs syndrome': 98, 'Nucleic acid test': 8, 'Subcutaneous abscess': 6, 'Myocardial necrosis marker normal': 40, 'Sinus pain': 173, 'Listless': 52, 'VIth nerve paralysis': 20, 'Hallucinations, mixed': 6, 'Paranoia': 29, 'Blood uric acid normal': 21, 'Gastroenteritis viral': 15, 'Prothrombin level': 18, 'Medical observation': 22, 'Blood potassium increased': 54, 'Diet refusal': 24, 'Injection site cyst': 6, 'Bradycardia foetal': 3, 'Imaging procedure': 38, 'Poor quality product administered': 34, 'Blood prolactin increased': 1, 'Venogram': 23, 'Ultrasound antenatal screen normal': 6, 'Injection site discharge': 14, 'Blood smear test abnormal': 9, 'Platelet transfusion': 54, 'Slow response to stimuli': 54, 'Basal ganglia stroke': 14, 'Pulmonary hilar enlargement': 1, 'Abdominal mass': 9, 'Idiopathic intracranial hypertension': 5, 'Left ventricular dysfunction': 26, 'Blood osmolarity decreased': 11, 'Protein urine absent': 36, 'Specific gravity urine normal': 40, 'Urobilinogen urine': 26, 'Prothrombin time normal': 74, 'Sudden hearing loss': 66, 'Tonsillolith': 5, 'Atrioventricular block': 22, 'Catheter placement': 7, 'Childhood asthma': 14, 'Optic neuritis': 40, 'Aneurysm ruptured': 2, 'Drug screen negative': 24, 'Blood creatine phosphokinase MB': 21, 'Brachial plexopathy': 4, 'Infectious mononucleosis': 15, 'Dialysis': 32, 'Decubitus ulcer': 10, 'Iron deficiency': 2, 'Pneumonia viral': 17, 'Physical deconditioning': 7, 'Vaccination site scab': 4, 'Acute cardiac event': 10, 'Paralysis': 155, 'Hypertensive emergency': 14, 'Cachexia': 3, 'Capillary nail refill test': 4, 'Gingival erythema': 16, 'Multiple use of single-use product': 5, 'Periorbital oedema': 47, 'Metabolic encephalopathy': 20, 'Anxiety disorder': 10, 'Hepatic steatosis': 13, 'Blood follicle stimulating hormone': 4, 'Skin test': 19, 'Prurigo': 3, 'Dystonia': 31, 'Allergy to arthropod sting': 4, 'Eschar': 1, 'Catecholamine crisis': 1, 'Gastrointestinal sounds abnormal': 17, 'Catheterisation cardiac normal': 47, 'Capillary nail refill test abnormal': 5, 'Visual field defect': 58, 'Acarodermatitis': 4, 'Smear test': 18, 'Liver injury': 12, 'Arteriovenous fistula aneurysm': 1, 'General symptom': 7, 'Injection site pallor': 10, 'Ophthalmological examination abnormal': 32, 'Breast discharge': 20, 'Foetal non-stress test abnormal': 2, 'Aptyalism': 13, 'Blood cholesterol normal': 29, 'Visceral pain': 8, 'Angular cheilitis': 3, 'Albumin urine absent': 2, 'Butterfly rash': 14, 'Administration site papule': 1, 'Antiallergic therapy': 4, 'Gingival discomfort': 21, 'Epididymitis': 10, 'Trismus': 91, 'NIH stroke scale': 10, 'Thyroid cancer': 2, 'Mastitis': 31, 'Grip strength': 5, 'Breast cyst drainage': 1, 'Temperature difference of extremities': 2, 'Bacterial infection': 24, 'Blood heavy metal normal': 4, 'Grunting': 17, 'Maculopathy': 1, 'Pupils unequal': 8, 'Skin infection': 28, 'Blood osmolarity increased': 3, 'Rash morbilliform': 49, 'Cerebral congestion': 8, 'Product reconstitution quality issue': 6, 'Fluid replacement': 28, 'Perfusion brain scan abnormal': 4, 'Hyperthermia': 9, 'Eosinophilic oesophagitis': 1, 'Alcohol intolerance': 3, 'Perfusion brain scan normal': 6, 'Electrocardiogram ST segment depression': 25, 'External ear inflammation': 7, 'Basophil count normal': 55, 'Post-traumatic epilepsy': 1, 'Leukopenia': 25, 'Blood pressure immeasurable': 6, 'Dyspnoea at rest': 9, 'Acute motor-sensory axonal neuropathy': 3, 'Intervertebral disc protrusion': 21, 'Magnetic resonance imaging head normal': 245, 'Reflux gastritis': 7, 'Tooth disorder': 5, 'Pharyngeal erythema': 83, 'Bladder injury': 1, 'Pelvic fracture': 7, 'Product taste abnormal': 2, 'Total complement activity test': 17, 'Mean cell haemoglobin normal': 112, 'Small intestinal obstruction': 33, 'Testicular pain': 43, 'Neuralgic amyotrophy': 34, 'Stiff tongue': 9, 'Bacterial test positive': 31, 'Blood sodium increased': 21, 'Coronavirus infection': 3, 'General physical health deterioration': 140, 'Abnormal uterine bleeding': 7, 'International normalised ratio increased': 105, 'Gastrointestinal tube insertion': 19, 'Skin mass': 118, 'Eyelid bleeding': 1, 'Biopsy thyroid gland': 3, 'Ultrasound thyroid abnormal': 5, 'C-reactive protein decreased': 8, 'Base excess': 5, 'Blood pH decreased': 33, 'Glomerular filtration rate decreased': 119, 'Neutrophil percentage decreased': 40, 'Red cell distribution width increased': 59, 'Device malfunction': 10, 'Major depression': 8, 'Burns second degree': 2, 'Conductive deafness': 2, 'Basal ganglia infarction': 8, 'Rheumatoid factor negative': 58, 'Adnexa uteri pain': 14, 'Muscle strength abnormal': 13, 'Gastrointestinal inflammation': 13, 'Respiratory acidosis': 3, 'Cerebral artery embolism': 7, 'Change of bowel habit': 12, 'Complement factor C3': 33, 'Breast cellulitis': 3, 'Skin ulcer': 30, 'Biliary colic': 15, 'Lymph gland infection': 6, 'Human chorionic gonadotropin': 77, 'Acute pulmonary oedema': 12, 'Pericarditis': 122, 'Malaria antigen test': 1, 'Mouth haemorrhage': 39, 'Sinus bradycardia': 42, 'Pancreatitis': 52, 'Mydriasis': 104, 'Bite': 3, 'Abdomen scan normal': 5, 'Hypomagnesaemia': 24, 'Hepatic embolisation': 1, 'Adenovirus infection': 4, 'Bullous haemorrhagic dermatosis': 2, 'Skin odour abnormal': 18, 'Device temperature issue': 2, 'Culture urine': 127, 'Administration site warmth': 3, 'Hallucination, olfactory': 4, 'Cardio-respiratory distress': 2, 'General physical condition abnormal': 12, 'Anti-Muellerian hormone level decreased': 1, 'Bacille Calmette-Guerin scar reactivation': 1, 'Bladder discomfort': 6, 'Suspected COVID-19': 29, 'Autonomic nervous system imbalance': 15, 'Rales': 31, 'Erythema nodosum': 22, 'Carbon dioxide increased': 29, 'Treatment noncompliance': 6, 'Ear disorder': 28, 'Aspartate aminotransferase increased': 237, 'Thyroxine': 24, 'Blood urine': 13, 'AST/ALT ratio abnormal': 4, 'Rhabdomyolysis': 60, 'Cholecystitis infective': 6, 'Vaginal infection': 9, 'Nerve conduction studies': 20, 'Renal impairment': 35, 'Walking aid user': 136, 'Haemolysis': 7, 'Muscle atrophy': 19, 'Fear of falling': 4, 'Hypophagia': 111, 'Ultrasound pelvis': 23, 'Scan brain': 34, 'Joint fluid drainage': 2, 'Panic disorder': 13, 'Colonoscopy abnormal': 12, 'Suicidal ideation': 62, 'Cerebellar stroke': 19, 'Packed red blood cell transfusion': 19, 'Waist circumference increased': 1, 'Animal bite': 2, 'Axillary web syndrome': 2, 'Craniotomy': 10, 'Life support': 29, 'Angiogram pulmonary': 15, 'Amylase increased': 11, 'Lipase increased': 46, 'Ophthalmoplegia': 11, 'Adrenocortical insufficiency acute': 14, 'Microscopy': 5, 'Thyroxine free': 39, 'Hand-eye coordination impaired': 4, 'Skin sensitisation': 86, 'Pityriasis': 3, 'Injection site granuloma': 1, 'Failure to thrive': 17, 'Cardiospasm': 2, 'Alopecia areata': 10, 'Influenza A virus test': 44, 'Respiratory syncytial virus test': 24, 'Airway burns': 2, 'Pelvic floor dysfunction': 1, 'Anaemia macrocytic': 4, 'Procalcitonin increased': 40, 'Incorrect product administration duration': 5, 'Ultrasound breast': 42, 'Soft tissue swelling': 17, 'Vaccination site vesicles': 6, 'Radial pulse increased': 3, 'International normalised ratio': 151, 'Lipase': 99, 'Nuchal rigidity': 18, 'Febrile convulsion': 7, 'Biopsy uterus': 3, 'Neuropsychiatric symptoms': 2, 'Oral candidiasis': 23, 'Lagophthalmos': 20, 'Mitral valve incompetence': 18, 'Temporomandibular joint syndrome': 35, 'Transient lingual papillitis': 2, 'Ulcerative keratitis': 11, 'Tuberculin test positive': 4, 'Multiple sclerosis': 38, 'Coronary artery disease': 43, 'Electrocardiogram ST segment abnormal': 16, 'Androgenetic alopecia': 1, 'Magnetic resonance imaging thoracic': 9, 'Staphylococcus test negative': 13, 'Stool analysis normal': 15, 'Corneal degeneration': 1, 'Colitis': 64, 'Vitamin D': 59, 'Hypothyroidism': 31, 'Subdural haematoma': 33, 'Eating disorder': 51, 'Varicella': 9, 'Inappropriate release of product for distribution': 6, 'Consciousness fluctuating': 26, 'Inguinal hernia repair': 1, 'Eosinophil count increased': 32, 'Monocyte count normal': 66, 'Faeces pale': 6, 'Hepatitis B surface antigen negative': 7, 'Topography corneal': 2, 'Lip dry': 57, 'Conjunctival hyperaemia': 8, 'Immunosuppression': 3, 'Hypovolaemia': 10, 'Pneumothorax': 24, 'Encephalopathy': 65, 'Facial bones fracture': 22, 'Pulseless electrical activity': 63, 'Excessive eye blinking': 7, 'Uterine pain': 6, 'Hypertonia': 4, 'Rectal haemorrhage': 90, 'Magnetic resonance imaging brain abnormal': 75, 'Intellectual disability': 4, 'Cardiovascular disorder': 9, 'Intercepted medication error': 1, 'Pruritus genital': 17, 'Vulvovaginal swelling': 9, 'Multiple allergies': 6, 'Electromyogram abnormal': 20, 'Vaccination site movement impairment': 25, 'Cardiac failure': 69, 'Tension': 85, 'Seasonal allergy': 29, 'Aortic stenosis': 9, 'Personality change': 10, 'Premature labour': 18, 'Diabetes mellitus': 66, 'Disorganised speech': 56, 'Child maltreatment syndrome': 18, 'Weight increased': 56, 'Blood pH normal': 12, 'Rhinalgia': 33, 'Polyneuropathy': 6, 'Renal function test abnormal': 5, 'Sputum increased': 4, 'Blood urea decreased': 39, 'Eosinophil percentage': 91, 'Lymphocyte percentage': 64, 'Monocyte percentage increased': 43, 'Hallucination, auditory': 28, 'Human rhinovirus test': 7, 'Skull X-ray': 10, 'Lower urinary tract symptoms': 4, 'Ultrasound bladder': 8, 'Anion gap normal': 33, 'Feeling of despair': 14, 'Nodal rhythm': 4, 'Sinus arrest': 2, 'Hospitalisation': 38, 'Initial insomnia': 66, 'Interstitial granulomatous dermatitis': 2, 'Ventilation/perfusion scan': 18, 'Intraventricular haemorrhage': 6, 'Injection site ulcer': 16, 'Neutrophilia': 6, 'Muscle spasticity': 16, 'Tendon pain': 50, 'Vaccination site discolouration': 25, 'Mental disorder': 55, 'Metrorrhagia': 6, 'Aldolase': 4, 'Canalith repositioning procedure': 9, 'Blood immunoglobulin A': 16, 'Accidental underdose': 16, 'Ingrown hair': 3, 'Disseminated intravascular coagulation': 17, 'Mean cell volume increased': 42, 'Wound': 36, 'Dermal filler injection': 11, 'Serology test': 9, 'Ammonia increased': 8, 'Neutropenia': 28, 'Ultrasound chest': 31, 'Renal failure': 87, 'Yawning': 29, 'Antinuclear antibody increased': 11, 'Apnoea': 24, 'Paranasal sinus inflammation': 21, 'Heparin-induced thrombocytopenia': 5, 'Audiogram normal': 19, 'Breast milk discolouration': 3, 'Sunburn': 24, 'Airway secretion clearance therapy': 2, 'Vital functions abnormal': 26, 'Basophil count increased': 9, 'Blood creatine phosphokinase MB increased': 10, 'Atrioventricular block complete': 13, 'Middle ear effusion': 46, 'Amyotrophic lateral sclerosis': 6, 'Peroneal nerve palsy': 17, 'Ultrasound kidney': 18, 'Sitting disability': 11, 'Sedative therapy': 6, 'Glycosylated haemoglobin': 102, 'Helicobacter test negative': 9, \"Horner's syndrome\": 2, 'Vaccination site mass': 105, 'Nipple pain': 23, 'Pericardial effusion': 79, 'Hypercapnia': 8, 'Hyperglycaemic hyperosmolar nonketotic syndrome': 1, 'Ultrasound abdomen': 136, 'Lumbosacral radiculopathy': 4, 'Prostate tenderness': 1, 'Large intestinal obstruction': 1, 'Catheterisation venous': 2, 'Anti-thyroid antibody positive': 10, 'Cardiac monitoring normal': 20, 'Chemical burn of skin': 2, 'Injection site thrombosis': 2, 'Anticonvulsant drug level therapeutic': 2, 'Device breakage': 2, 'Drug interaction': 9, 'Hyperreflexia': 13, 'Stent placement': 42, 'Myocardial necrosis marker increased': 29, 'Enuresis': 19, 'Vitamin B12': 57, 'Abscess limb': 8, 'Costochondritis': 32, 'Injection site plaque': 8, 'Hospice care': 6, 'Orthosis user': 3, 'Blood 25-hydroxycholecalciferol': 10, 'Anti-muscle specific kinase antibody': 2, 'Fungal disease carrier': 1, 'Radiculopathy': 8, 'Ejection fraction': 19, 'Lumbar puncture abnormal': 48, 'Amniorrhoea': 3, 'Gynaecological examination abnormal': 2, 'Magnetic resonance imaging spinal abnormal': 72, 'Cystitis': 36, 'Vitamin D decreased': 23, 'Alanine aminotransferase decreased': 8, 'Pulmonary oedema': 124, 'Intraocular pressure increased': 7, 'Chromatopsia': 8, 'Vascular pain': 14, 'Acute respiratory distress syndrome': 30, 'Procalcitonin': 50, 'Magnetic resonance imaging abdominal normal': 3, 'Ultrasound kidney normal': 15, 'Type III immune complex mediated reaction': 16, 'Breast cancer female': 2, 'Hepatomegaly': 17, 'Hypereosinophilic syndrome': 3, 'Oxygen saturation normal': 29, 'Haemarthrosis': 1, 'Skin texture abnormal': 22, 'Mental fatigue': 17, 'Infusion': 12, 'Sputum discoloured': 39, 'Episcleritis': 10, 'Pharyngitis streptococcal': 19, 'Cardiac stress test abnormal': 14, 'Respiration abnormal': 133, 'Complement factor C4': 35, 'Nitrite urine present': 13, 'Retinal migraine': 18, 'Uterine leiomyoma': 16, 'Decreased immune responsiveness': 2, 'Melaena': 17, 'Vascular cauterisation': 2, 'Eye haematoma': 2, 'Blood phosphorus decreased': 17, 'Allergy to plants': 4, 'Granulocyte count decreased': 2, 'Immature granulocyte count increased': 22, 'Impaired gastric emptying': 14, 'HIV test': 27, 'Breast oedema': 3, 'Retinal artery thrombosis': 2, 'Angiotensin converting enzyme': 11, 'Red blood cells urine': 12, 'Prohormone brain natriuretic peptide increased': 3, 'Atrioventricular block first degree': 13, 'Dizziness exertional': 6, 'Vaccination site macule': 1, 'Vulvovaginal mycotic infection': 10, 'Conjunctival irritation': 1, 'Monocyte count': 38, 'Vaccination site urticaria': 22, 'Band sensation': 4, 'Dysgraphia': 21, 'Incoherent': 112, 'Cardiac output': 2, 'Tidal volume decreased': 1, 'Back disorder': 6, 'Hepatobiliary scan': 14, 'Contrast media allergy': 6, 'Hepatic pain': 15, 'Automatic positive airway pressure': 3, 'Cardiac failure acute': 41, 'Hypertensive urgency': 26, 'Alcohol use': 7, 'Burn of internal organs': 1, 'Bundle branch block': 10, 'Akinesia': 4, 'Semen volume decreased': 1, 'Immunoglobulins increased': 1, 'High density lipoprotein normal': 16, 'Adenoidal hypertrophy': 1, 'Hyperbaric oxygen therapy': 3, 'Myopia': 2, 'Peripheral vascular disorder': 9, 'Lymphocyte count abnormal': 3, 'Anaesthesia oral': 9, 'Cataract': 9, 'Visual acuity reduced': 15, 'Polymyalgia rheumatica': 37, 'Immune thrombocytopenia': 117, 'Corneal transplant': 2, 'Electrocardiogram ST segment elevation': 68, 'Abnormal sleep-related event': 9, 'Administration site dysaesthesia': 1, 'Capillary fragility': 16, 'Endoscopy abnormal': 5, 'Gastrointestinal haemorrhage': 80, 'Miosis': 22, 'Distributive shock': 3, 'Abortion missed': 8, 'Rosacea': 27, 'Bone swelling': 7, 'CSF culture negative': 24, 'Hyporeflexia': 13, 'Blood culture positive': 21, 'Peritoneal lavage': 1, 'Ophthalmic migraine': 27, 'Blood bicarbonate normal': 21, 'Eosinophil percentage decreased': 44, 'Tongue erythema': 57, 'Cast application': 6, 'Sensitivity to weather change': 1, 'Product substitution issue': 1, 'Blood bicarbonate increased': 13, 'PCO2 increased': 25, 'Lymph node abscess': 1, 'Palatal swelling': 35, 'Feeding tube user': 9, 'Functional gastrointestinal disorder': 18, 'Dental examination abnormal': 3, 'Continuous glucose monitoring': 8, 'Postmenopausal haemorrhage': 38, 'Myasthenia gravis': 34, 'Refusal of treatment by patient': 48, 'Biopsy thyroid gland normal': 1, 'Granulocyte count': 9, 'Neutrophil percentage': 58, 'pH urine normal': 38, 'Influenza virus test positive': 8, 'Communication disorder': 59, 'Electroencephalogram normal': 79, 'Viral test negative': 52, 'Escherichia urinary tract infection': 6, 'Staphylococcal infection': 32, 'Enteritis': 13, 'Neutrophil count normal': 71, 'Hepatobiliary scan abnormal': 2, 'Breast enlargement': 3, 'Nerve compression': 49, 'Artificial insemination': 1, 'Hyporesponsive to stimuli': 34, \"Crohn's disease\": 26, 'Apparent life threatening event': 8, 'Joint injury': 49, 'Chronic kidney disease': 33, 'Abdomen crushing': 1, 'Heart valve incompetence': 7, 'Aortic aneurysm': 9, 'Abortion induced': 6, 'Gaze palsy': 149, 'Metabolic disorder': 6, 'Wheelchair user': 48, 'N-terminal prohormone brain natriuretic peptide': 29, 'Stress cardiomyopathy': 14, 'Ligament sprain': 17, 'Essential hypertension': 13, 'Acute left ventricular failure': 14, 'Scan thyroid gland': 2, 'Skin laceration': 125, 'Pulmonary function test': 23, 'Foaming at mouth': 45, 'Protein urine': 12, 'Furuncle': 22, 'Fibromyalgia': 76, 'Cytomegalovirus test negative': 25, \"Behcet's syndrome\": 4, 'Protein urine present': 45, 'Base excess increased': 5, 'Sputum culture positive': 4, 'Urinary tract discomfort': 10, 'Apgar score normal': 1, 'Hyperbilirubinaemia': 6, 'Relapsing multiple sclerosis': 2, 'Bilirubin conjugated': 15, 'Blood phosphorus': 33, 'Death of pet': 1, 'Blood urea': 29, 'EGFR status assay': 8, 'Accidental overdose': 12, 'Vein discolouration': 14, 'Abdominal rigidity': 18, 'Skeletal injury': 1, 'Haemoptysis': 113, 'Culture throat': 10, 'Intercepted product administration error': 1, 'Bilirubin urine present': 6, 'Blood immunoglobulin A decreased': 2, 'Roseola': 1, 'Coronary arterial stent insertion': 45, 'Arteriogram carotid abnormal': 32, 'Joint dislocation': 17, 'Cardiac tamponade': 5, 'Pericardial excision': 2, 'Vaginal lesion': 4, 'Muscle contracture': 30, 'Mechanical urticaria': 20, 'Embolic stroke': 18, 'Heat therapy': 9, 'Vestibular migraine': 8, 'Red blood cell abnormality': 20, 'Transaminases increased': 30, 'Erythropsia': 1, 'Blood gases normal': 7, 'Glycosylated haemoglobin normal': 31, 'Intervertebral disc degeneration': 27, 'Vaccination error': 62, 'Postictal paralysis': 1, 'Clonus': 5, 'Tooth fracture': 14, 'Dermatosis': 2, 'Monocyte count decreased': 26, 'Blood pressure orthostatic': 5, 'Anticonvulsant drug level decreased': 3, 'Dose calculation error': 1, 'Psychogenic seizure': 9, 'Respiratory tract haemorrhage': 2, 'Obesity': 13, 'Vaginal disorder': 1, 'Coagulopathy': 28, 'Patient isolation': 8, 'Blood donation': 1, 'Menstruation normal': 3, 'Pneumonia aspiration': 37, 'Gallbladder hypofunction': 1, 'Adrenal insufficiency': 3, 'Haemorrhoids': 22, 'Skin oedema': 6, 'Faeces soft': 36, 'Haemolytic anaemia': 15, 'Diplegia': 29, 'Vaccination site joint erythema': 7, 'Blood iron decreased': 20, 'Iron deficiency anaemia': 5, 'Tri-iodothyronine increased': 3, 'Myosclerosis': 30, 'Metastases to liver': 2, 'Laryngospasm': 8, 'Femoral neck fracture': 4, 'X-ray of pelvis and hip abnormal': 9, 'Aneurysm': 12, 'Generalised onset non-motor seizure': 2, 'IVth nerve paralysis': 10, 'Platelet count increased': 74, 'Good syndrome': 1, 'Tongue paralysis': 9, 'On and off phenomenon': 27, 'Urobilinogen urine increased': 12, 'Synovial cyst': 15, 'Prohormone brain natriuretic peptide': 6, 'Iritis': 26, 'CSF volume': 1, 'Blood lactate dehydrogenase': 22, 'Blood lactate dehydrogenase normal': 12, 'Serum ferritin decreased': 9, 'Abortion spontaneous incomplete': 1, 'Acidosis': 11, 'Basophil percentage increased': 7, 'Poisoning': 3, 'Sulphur dioxide test': 1, 'Urine ketone body absent': 37, 'Musculoskeletal disorder': 53, 'Electrocardiogram T wave inversion': 27, 'Culture stool positive': 4, 'Monocyte count increased': 67, 'Anogenital warts': 1, 'Cerebellar infarction': 5, 'Lymphocyte count decreased': 76, 'Blood immunoglobulin M increased': 5, 'Anti-cyclic citrullinated peptide antibody positive': 8, 'Blood immunoglobulin G normal': 22, 'Electrophoresis protein normal': 6, 'Immature granulocyte count': 55, 'Neutrophil count': 51, 'Urine leukocyte esterase': 42, 'White blood cells urine negative': 20, 'Arteriogram carotid normal': 51, 'Face and mouth X-ray': 11, 'Type 2 diabetes mellitus': 22, 'Blood albumin': 19, 'Bronchoscopy abnormal': 5, 'Cystatin C increased': 2, 'Spinal cord injury': 2, 'Aspergillus test': 1, 'Ankyloglossia congenital': 1, 'Choroidal detachment': 1, 'Dental restoration failure': 2, 'Haemoglobin increased': 24, 'Kinesitherapy': 2, 'Plastic surgery to the face': 1, 'Diverticulitis intestinal perforated': 1, 'Nodal arrhythmia': 3, \"Meniere's disease\": 24, 'Abscess jaw': 2, 'Sinus arrhythmia': 15, 'Cerebral microhaemorrhage': 4, 'Impaired reasoning': 6, 'Xanthopsia': 3, 'Administration site reaction': 3, 'Influenza immunisation': 2, 'Surgery': 83, 'Duodenogastric reflux': 2, 'Biopsy gingival': 1, 'Oral lichen planus': 4, 'Skin erosion': 24, 'Anhedonia': 1, 'Cholelithiasis': 44, 'Nail discolouration': 31, 'Tinea cruris': 4, 'Vitreous detachment': 24, 'Auricular swelling': 2, 'Myelitis': 11, 'Dermatochalasis': 10, 'Borrelia test': 24, 'Lung disorder': 43, 'Anal skin tags': 1, 'Nasal odour': 1, 'Menopausal symptoms': 5, 'Noninfective encephalitis': 10, 'Cranial nerve paralysis': 4, 'Lymphocyte count increased': 35, 'Catatonia': 15, 'Foetal exposure during pregnancy': 10, 'Azotaemia': 4, 'Lower respiratory tract congestion': 13, 'Ankle fracture': 9, 'Blood triglycerides': 10, 'Biopsy bone marrow': 15, 'Haematological malignancy': 1, 'Bladder dysfunction': 10, 'Clostridium difficile infection': 8, 'Shock': 46, 'Allergic sinusitis': 3, 'Hypervolaemia': 4, 'Acute HIV infection': 2, 'Blood triglycerides increased': 17, 'Gestational diabetes': 3, 'Malnutrition': 9, 'Transaminases': 7, 'Hyperlipidaemia': 22, 'Retinal tear': 7, 'Ammonia': 8, 'Methylmalonic aciduria': 3, 'Vitamin B1': 6, 'Cutaneous vasculitis': 11, 'Culture stool negative': 21, 'Renal function test normal': 36, 'Enzyme level test': 4, 'Pulmonary mass': 48, 'Aortic arteriosclerosis': 15, 'Red blood cells urine positive': 30, 'Ultrasound thyroid': 17, 'Agonal rhythm': 6, 'Angiogram retina': 7, 'Retinal vein occlusion': 18, 'Injection site joint swelling': 6, 'Disability': 12, 'Cardiac fibrillation': 2, 'Intestinal perforation': 3, 'Ventricular fibrillation': 45, 'Neck crushing': 2, 'Bundle branch block left': 14, 'Lymphocyte percentage increased': 27, 'Out of specification product use': 1, 'Peripheral nerve injury': 1, 'Ultrasound skull': 4, 'Aplastic anaemia': 4, 'Blood calcium increased': 19, 'Cerebral haematoma': 9, 'Urine amphetamine positive': 1, 'Activated partial thromboplastin time ratio': 1, 'Vasopressive therapy': 5, 'Biopsy breast': 4, 'Antineutrophil cytoplasmic antibody increased': 2, 'Granulomatosis with polyangiitis': 3, 'Albumin CSF increased': 1, 'CSF immunoglobulin increased': 2, 'Demyelinating polyneuropathy': 7, 'Vulvovaginal rash': 8, 'Laryngoscopy': 7, 'Amylase normal': 13, 'Diverticulum intestinal haemorrhagic': 3, 'Essential tremor': 8, 'Adrenal adenoma': 2, 'Coagulation factor V level': 2, 'Lip exfoliation': 16, 'Accelerated idioventricular rhythm': 1, 'Actinic keratosis': 1, 'Hypothermia': 34, 'Acute monocytic leukaemia': 1, 'Dermatitis diaper': 4, 'Depressive symptom': 7, 'Respiratory symptom': 38, 'Vitamin B6': 4, 'Parkinsonism': 9, 'Antiacetylcholine receptor antibody': 7, 'Spirometry normal': 2, 'Intracranial aneurysm': 13, 'Allergy to metals': 1, 'Vitamin B12 abnormal': 2, 'Parotid duct obstruction': 1, 'Blood copper normal': 2, 'Troponin I increased': 54, 'Inspiratory capacity decreased': 2, 'Rhesus antibodies': 2, 'Labyrinthitis': 19, 'Vestibular neuronitis': 27, 'Respiratory rate': 35, 'Splenomegaly': 30, 'Bladder prolapse': 1, 'Vaginal discharge': 25, 'Eyelid infection': 3, 'Blood glucose fluctuation': 21, 'Exertional headache': 4, 'Acute hepatic failure': 8, 'Amylase decreased': 7, 'IIIrd nerve paralysis': 18, 'Creatine urine increased': 2, 'Globulins decreased': 5, 'Hypoperfusion': 2, 'Urinary occult blood positive': 5, 'Physical breast examination abnormal': 1, 'Foot fracture': 10, 'Extensive swelling of vaccinated limb': 7, 'CSF pressure increased': 2, 'Herpes zoster oticus': 17, 'Rhinitis': 18, 'Injection site joint movement impairment': 26, 'Mean cell haemoglobin concentration': 15, 'Gastrointestinal pathogen panel': 7, 'Cholangiogram': 3, 'Anaesthesia': 1, 'Tooth loss': 3, 'Goitre': 23, 'Coagulation test normal': 21, 'CSF monocyte count decreased': 3, 'Mycobacterium tuberculosis complex test': 3, 'Peritonsillar abscess': 5, 'Abdominal wall haematoma': 4, 'Haemodynamic instability': 6, 'Aortic aneurysm rupture': 5, 'Central venous catheterisation': 11, 'PO2 increased': 9, 'Abscess drainage': 12, 'Tonsillitis': 9, 'Medical induction of coma': 6, 'Magnetic resonance cholangiopancreatography': 15, 'Ascites': 19, 'Cholecystitis chronic': 2, 'Incorrect dose administered by device': 8, 'Endoscopy upper gastrointestinal tract normal': 3, 'Food craving': 4, 'Nerve conduction studies normal': 6, 'Drug ineffective': 147, 'Corneal infiltrates': 1, 'Ear, nose and throat examination normal': 8, 'Corneal graft rejection': 1, 'Inner ear disorder': 20, 'Incision site pain': 2, 'Colonoscopy': 56, 'Hepatosplenomegaly': 3, 'Deformity': 3, 'Megacolon': 1, 'Galactorrhoea': 1, 'Asphyxia': 6, 'Breast haemorrhage': 3, 'Administration site rash': 3, 'Blood creatine abnormal': 4, 'Physiotherapy': 15, 'Capnogram': 1, 'Carotid artery occlusion': 17, 'Mouth injury': 9, 'Blood fibrinogen increased': 13, 'Occipital neuralgia': 18, 'Hepatitis C virus test': 10, 'Blood ketone body': 17, 'Brain operation': 7, 'Menopause': 22, 'Bacterial sepsis': 3, 'Faecaloma': 4, 'Tongue biting': 33, 'Device leakage': 3, 'CSF protein increased': 58, 'Hydronephrosis': 15, 'Infusion related reaction': 4, 'Cerebral arteriosclerosis': 1, 'Hysterosalpingo-oophorectomy': 1, 'Dermatitis psoriasiform': 2, 'Oliguria': 6, 'Cardiac pacemaker insertion': 33, 'Sensation of blood flow': 10, 'Cardiopulmonary exercise test normal': 1, 'Lichen striatus': 1, 'Arteriosclerosis': 20, 'Renal disorder': 24, 'Salivary gland enlargement': 11, 'Tachyphrenia': 35, 'Periarthritis': 66, 'Vena cava embolism': 1, 'Vascular injury': 5, 'Pharyngeal haemorrhage': 4, 'Frontal sinus operation': 3, 'Nephrolithiasis': 50, 'Claustrophobia': 13, 'Retinal artery occlusion': 30, 'Cerebral venous sinus thrombosis': 44, 'Tuberculin test false positive': 1, 'Product contamination': 1, 'Embolism venous': 12, 'Blood fibrinogen normal': 4, 'IL-2 receptor assay': 1, 'Blood urea nitrogen/creatinine ratio': 38, 'Lung consolidation': 25, 'Intraosseous access placement': 2, 'Macular degeneration': 5, 'Joint effusion': 25, 'Mononucleosis heterophile test': 14, 'Candida test negative': 2, 'Varicella virus test negative': 13, 'Bursa disorder': 3, 'Speech sound disorder': 4, 'Bladder spasm': 9, 'Metabolic acidosis': 19, 'Mean platelet volume decreased': 12, 'Lack of injection site rotation': 1, 'Electrocardiogram T wave abnormal': 11, 'Vitamin D deficiency': 12, 'Acute febrile neutrophilic dermatosis': 5, 'White matter lesion': 27, 'Subarachnoid haemorrhage': 41, 'Scan': 40, 'Proctalgia': 21, 'Atrial septal defect': 15, 'Hepatitis': 21, 'Wound secretion': 10, 'Specific gravity urine decreased': 2, 'Cervical radiculopathy': 8, 'Haematology test': 17, 'Mean cell volume decreased': 17, 'Sleep terror': 18, 'Metamorphopsia': 53, 'Axillary nerve injury': 2, 'Epstein-Barr virus test negative': 12, 'Normocytic anaemia': 11, 'Breast cyst': 5, 'Mammogram abnormal': 20, 'Device defective': 1, 'Coombs direct test': 2, 'Paroxysmal nocturnal haemoglobinuria': 4, 'Splenic haemorrhage': 2, 'Pharyngeal enanthema': 1, 'Physical examination abnormal': 10, 'Polychromasia': 5, 'Food refusal': 16, 'Anorgasmia': 1, 'Allergy test positive': 5, \"Dupuytren's contracture\": 9, \"Parkinson's disease\": 19, 'Complement factor C4 increased': 3, 'Cytokine test': 7, 'Blood beta-D-glucan': 1, 'Bladder transitional cell carcinoma': 1, 'Intermittent claudication': 5, 'Retinal ischaemia': 1, 'Gamma-glutamyltransferase': 5, 'Lymphadenectomy': 14, 'Anal rash': 3, 'Blood 1,25-dihydroxycholecalciferol': 2, 'Nipple swelling': 2, 'White blood cell analysis normal': 1, 'Scintillating scotoma': 5, 'Retinal haemorrhage': 10, 'Hepatic enzyme abnormal': 18, 'Noninfective gingivitis': 25, 'Gastrointestinal infection': 2, 'Troponin T increased': 20, 'Barium swallow': 2, 'X-ray with contrast': 2, 'Spinal X-ray normal': 15, 'Peripheral sensory neuropathy': 9, 'Affective disorder': 8, 'Urosepsis': 7, 'Central cord syndrome': 1, 'Intranasal hypoaesthesia': 12, 'Skin weeping': 38, 'Implantable cardiac monitor insertion': 4, 'Cerebral artery stenosis': 7, 'Rectal examination abnormal': 1, 'Hydrocele': 3, 'Anal erythema': 1, 'Autoimmune demyelinating disease': 3, 'Nucleated red cells': 28, 'Arterial disorder': 3, 'Suture insertion': 23, 'Lumbar puncture normal': 56, 'Right atrial enlargement': 3, 'Splenic infarction': 15, 'Cerebral small vessel ischaemic disease': 27, 'Glycosylated haemoglobin increased': 38, 'Electrocardiogram delta waves abnormal': 1, 'PCO2 decreased': 16, 'Spinal stenosis': 14, 'Lymphatic disorder': 6, 'Haemorrhagic varicella syndrome': 1, 'Walking disability': 4, 'Mood swings': 39, 'Myoclonus': 32, 'Bronchoalveolar lavage abnormal': 1, 'Psychotic disorder': 35, 'Lacunar stroke': 12, 'Hypercoagulation': 6, 'Blood uric acid': 19, 'Dementia': 55, 'Patient uncooperative': 5, 'Generalised anxiety disorder': 10, 'Pupillary light reflex tests abnormal': 9, 'Arterial occlusive disease': 5, 'Genital burning sensation': 7, 'Haemorrhagic stroke': 39, 'Platelet count abnormal': 3, 'Abdominal wall oedema': 2, 'Bladder cancer stage IV': 1, 'Tri-iodothyronine normal': 5, 'Abdominal injury': 1, 'Chest injury': 10, 'Intervertebral disc disorder': 9, 'Pupillary disorder': 4, 'Ventricular drainage': 5, 'Myoglobin blood': 5, 'Myoclonic epilepsy': 2, 'Nasal disorder': 13, 'Hormone level abnormal': 8, 'Near death experience': 18, 'Antibody test abnormal': 2, 'Macrocephaly': 2, 'Arteriogram carotid': 35, 'Lacunar infarction': 20, 'Rash pustular': 51, 'Large intestine polyp': 1, 'Polypectomy': 4, 'Vitiligo': 8, 'Arachnoid cyst': 2, 'Aortic thrombosis': 2, 'Myelitis transverse': 54, 'Hip arthroplasty': 13, 'Interleukin level': 8, 'Sputum culture': 10, 'Product dispensing error': 3, 'Intestinal obstruction': 12, 'Anti-thyroid antibody': 10, 'Immunodeficiency': 7, 'Ear infection viral': 1, 'Acute leukaemia': 2, 'Obsessive-compulsive disorder': 2, 'Physical examination normal': 19, 'Hyperthyroidism': 22, 'Necrotising ulcerative gingivostomatitis': 1, 'Cognitive test': 4, 'Caffeine consumption': 2, 'Reversible cerebral vasoconstriction syndrome': 2, 'Alcohol withdrawal syndrome': 2, 'Chondritis': 1, 'Anti factor Xa assay normal': 4, 'Factor II mutation': 4, 'Blood fibrinogen': 13, 'Epstein-Barr virus test': 15, 'Hepatitis B core antibody negative': 5, 'Splenic varices': 1, 'Tongue eruption': 33, 'Injury': 31, 'Whole body scan': 4, 'Blood alcohol increased': 1, 'Blood heavy metal test': 4, 'Low density lipoprotein normal': 27, 'Pulmonary infarction': 25, 'Reduced facial expression': 12, 'Anal haemorrhage': 5, 'Lung neoplasm malignant': 7, 'Vulval abscess': 3, 'Scar excision': 2, 'Steroid therapy': 24, 'Anterograde amnesia': 1, 'Stevens-Johnson syndrome': 6, 'Blood calcitonin normal': 2, 'Loose body in joint': 2, 'Polymenorrhoea': 62, 'Wrong dose': 1, 'Autoimmune hepatitis': 7, 'Anembryonic gestation': 5, 'Granuloma annulare': 4, 'Antisocial behaviour': 1, 'Blood follicle stimulating hormone increased': 3, 'Autoantibody negative': 3, 'Hepatitis B antibody negative': 3, 'Mycobacterium test negative': 6, 'Oesophagitis': 12, 'Capillary disorder': 4, 'Scalloped tongue': 3, 'Activated protein C resistance test': 4, 'Extrapyramidal disorder': 2, 'Stool analysis abnormal': 2, 'Amyloidosis': 1, 'Multiple organ dysfunction syndrome': 30, 'Giant cell arteritis': 14, 'Undersensing': 1, 'Skin test negative': 9, 'Slit-lamp tests abnormal': 1, 'Skin atrophy': 5, 'Cerebral artery thrombosis': 6, 'Glaucoma': 8, 'Eating disorder symptom': 1, 'Inflammatory marker increased': 22, 'Diaphragmatic paralysis': 2, 'Scar': 29, 'Product dose omission issue': 48, 'Blood immunoglobulin M normal': 3, 'Pelvic venous thrombosis': 13, 'Spleen scan normal': 1, 'Joint vibration': 7, 'Superficial vein prominence': 5, 'Road traffic accident': 49, 'Spirometry': 7, 'Breast inflammation': 9, 'Pulmonary hypertension': 27, 'Vein rupture': 7, 'Carbon dioxide': 11, 'Uterine haemorrhage': 15, 'Blood fibrinogen decreased': 7, 'Accessory muscle': 1, 'Mouth breathing': 12, 'Genital pain': 12, 'Lactic acidosis': 33, 'Osteitis': 5, 'Device dispensing error': 1, 'Exercise test': 1, 'Epstein-Barr virus antibody positive': 16, 'Vitrectomy': 3, 'Flow cytometry': 12, 'Splenic artery aneurysm': 1, 'Intervertebral discitis': 2, 'Hand fracture': 5, 'Cervical spinal stenosis': 9, 'Fear of death': 7, 'Refusal of vaccination': 9, 'Drug reaction with eosinophilia and systemic symptoms': 7, 'Blood ethanol normal': 3, 'Thyroxine free decreased': 3, 'Autoimmune haemolytic anaemia': 9, 'Allergy to animal': 2, 'Reaction to preservatives': 14, 'Ureterolithiasis': 3, 'Oesophageal pain': 10, 'Pre-eclampsia': 11, 'Pericoronitis': 1, 'Blood insulin': 1, 'Stoma site haemorrhage': 1, 'Visual field tests': 12, 'Ultrasound scan vagina': 42, 'Gastric ulcer': 8, 'Emergency care': 7, 'Visual acuity tests': 8, 'Aerophagia': 1, 'Dependence on respirator': 5, 'Pancreatic enlargement': 4, 'Product leakage': 2, 'Agnosia': 1, 'Antiacetylcholine receptor antibody positive': 8, 'Central nervous system lesion': 22, 'Muscle injury': 4, 'Localised infection': 22, 'Carpal tunnel syndrome': 16, 'Blood cannabinoids normal': 2, 'Agonal death struggle': 1, 'Traumatic fracture': 1, 'Staphylococcal sepsis': 8, 'Cytogenetic analysis normal': 2, 'Brain hypoxia': 4, 'Blue toe syndrome': 7, 'Blood alkaline phosphatase decreased': 5, 'Protein albumin ratio normal': 3, 'Retroperitoneal haemorrhage': 3, 'Atypical mycobacterial infection': 1, 'Blood bilirubin': 38, 'Proctitis': 4, 'Coagulation test abnormal': 4, 'Thyroid mass': 10, 'Blood triglycerides normal': 18, 'High density lipoprotein decreased': 11, 'Amniotic fluid index decreased': 3, 'Hemiplegic migraine': 7, 'Barotrauma': 1, 'Infrequent bowel movements': 7, 'Arteriovenous fistula operation': 3, 'Haemorrhage urinary tract': 34, 'X-ray dental': 19, 'Pulmonary thrombosis': 73, 'Small airways disease': 1, 'Skin lesion inflammation': 5, 'Acne cystic': 4, 'CSF glucose decreased': 4, 'Myositis': 37, 'Anal hypoaesthesia': 2, 'Hyperdynamic left ventricle': 2, 'Clostridium difficile colitis': 19, 'Stool analysis': 24, 'Otitis media': 26, 'Pleocytosis': 8, 'Chronic fatigue syndrome': 5, 'Ischaemic cerebral infarction': 5, 'Pigmentation disorder': 14, 'Caesarean section': 18, 'Occupational exposure to product': 3, 'Anosognosia': 1, 'Ultrasound kidney abnormal': 4, 'Biopsy small intestine': 1, 'Gram stain': 10, 'Hepatitis B test negative': 11, 'Terminal ileitis': 2, 'Laryngeal oedema': 9, 'Cerebral artery occlusion': 29, \"Von Willebrand's factor antigen increased\": 1, \"Angelman's syndrome\": 1, 'Product temperature excursion issue': 28, 'Brain injury': 23, 'Arteriovenous fistula': 1, 'Antipsychotic drug level below therapeutic': 1, 'Basophil percentage decreased': 46, 'Glomerular filtration rate increased': 11, 'Scan bone marrow normal': 1, 'Periorbital discomfort': 3, 'Product dispensing issue': 21, 'Testicular swelling': 18, 'Sputum normal': 2, 'Behaviour disorder': 12, 'Vertebral osteophyte': 2, 'Application site haemorrhage': 2, 'Lack of spontaneous speech': 15, 'Cardiovascular examination': 15, 'Herpes simplex encephalitis': 4, 'Intestinal mass': 2, 'Oesophageal varices haemorrhage': 2, 'Positron emission tomogram': 8, 'Inflammatory marker test': 14, 'Adrenal haemorrhage': 3, 'Mucosal dryness': 9, 'Eustachian tube dysfunction': 7, 'Anti-GAD antibody positive': 2, 'Acute psychosis': 3, 'Biopsy skin normal': 2, 'Anuria': 3, 'Immunisation anxiety related reaction': 15, 'Bronchial neoplasm': 1, 'Ovarian cyst': 10, 'Computerised tomogram pelvis abnormal': 40, 'Staphylococcus test positive': 8, 'Anticonvulsant drug level': 2, 'Ultrasound abdomen normal': 26, 'Beta haemolytic streptococcal infection': 1, 'Corticosteroid binding globulin test': 1, 'Ultrasound antenatal screen': 27, 'Viral pericarditis': 2, 'Otorrhoea': 18, 'CSF test abnormal': 12, 'Anticoagulation drug level above therapeutic': 4, 'Brain oedema': 26, 'Drug administered in wrong device': 2, 'Pupillary light reflex tests': 1, 'Ejection fraction normal': 16, 'Chest scan': 5, 'Impaired healing': 12, 'Open reduction of fracture': 4, 'Dyschezia': 12, 'Pulmonary resection': 1, 'Tonic clonic movements': 33, 'Action tremor': 2, 'Hypomenorrhoea': 8, 'Myelocyte percentage increased': 2, 'Cytology': 2, 'Eye irrigation': 5, 'Upper gastrointestinal haemorrhage': 8, 'Sialoadenitis': 13, 'Atypical pneumonia': 14, 'Myocardial ischaemia': 15, 'Blood chloride': 9, 'Blood sodium': 24, 'EGFR gene mutation': 1, 'Red cell distribution width': 9, 'Renal artery arteriosclerosis': 1, 'Thyroid disorder': 12, 'Abnormal withdrawal bleeding': 1, 'Oropharyngeal spasm': 1, 'Increased viscosity of upper respiratory secretion': 22, 'Impaired quality of life': 15, 'Family stress': 2, 'Scan normal': 12, 'Haemangioma of skin': 5, 'Septic shock': 41, 'Complication associated with device': 12, 'Injury associated with device': 25, 'Lyme disease': 20, 'Anti-thyroid antibody negative': 3, 'Blood creatinine decreased': 8, 'Corneal abrasion': 7, 'Biopsy colon': 2, 'Mitral valve prolapse': 8, 'Post herpetic neuralgia': 16, 'Agoraphobia': 1, 'Atrioventricular block second degree': 6, 'Cytogenetic analysis': 4, 'Model for end stage liver disease score': 1, 'Dyslipidaemia': 6, 'Lymphoma': 7, 'Myeloid leukaemia': 1, 'Scan myocardial perfusion': 16, 'Epigastric discomfort': 22, 'Lymph nodes scan abnormal': 1, 'Tongue coated': 16, 'Oral blood blister': 13, 'Paronychia': 1, 'Body height decreased': 18, 'Chalazion': 6, 'Clavicle fracture': 4, 'Retinal deposits': 1, 'Orchitis': 6, 'Systemic lupus erythematosus': 44, 'Reversed hot-cold sensation': 3, 'Cerebral thrombosis': 31, 'Culture throat negative': 9, 'Biopsy peripheral nerve': 2, 'Globulins increased': 12, 'Demyelination': 17, 'Peritoneal fluid analysis abnormal': 1, 'Skin ulcer haemorrhage': 1, 'Gestational hypertension': 6, 'Prothrombin level normal': 17, 'Urinary casts': 9, 'Gastrointestinal wall thickening': 8, 'Influenza B virus test positive': 13, 'Tricuspid valve incompetence': 17, 'Blood catecholamines normal': 1, 'CSF monocyte count': 1, 'Macrophages increased': 1, 'Jaw clicking': 5, 'Blood albumin increased': 8, 'Cerebral ischaemia': 11, 'Intervertebral disc space narrowing': 4, 'Blood creatine phosphokinase decreased': 7, 'Dermal cyst': 6, 'Eczema eyelids': 3, 'Electrophoresis protein': 17, 'Hepatorenal syndrome': 2, 'Chronic spontaneous urticaria': 2, 'Emergency care examination': 8, 'Rectal injury': 3, 'Palatal ulcer': 2, 'Ultrasound liver': 10, 'Ocular hypertension': 2, 'Arrhythmia supraventricular': 1, 'Face injury': 87, 'Tetany': 9, 'Cardiac death': 4, 'Ileus': 10, 'Liquid product physical issue': 1, 'Aortic dissection': 7, 'Lipids increased': 6, 'Glaucoma drainage device placement': 2, 'Blood urine absent': 22, 'Posterior reversible encephalopathy syndrome': 5, 'Enthesopathy': 3, 'Ear haemorrhage': 9, 'Pulse pressure increased': 2, 'Subdural haemorrhage': 6, 'Incarcerated hernia': 1, 'Chronic pigmented purpura': 2, 'Blood potassium abnormal': 2, 'CSF test normal': 14, 'Spinal compression fracture': 15, 'Immune system disorder': 32, 'Scrotal swelling': 5, 'Bilirubin urine': 35, 'Transcription medication error': 1, 'Somnambulism': 12, 'Medical device removal': 2, 'Colectomy': 5, 'Phantom limb syndrome': 10, 'Respiratory muscle weakness': 3, 'Tympanometry': 9, 'Red blood cell sedimentation rate abnormal': 5, 'Primary headache associated with sexual activity': 1, 'Genitourinary symptom': 1, 'Sleep apnoea syndrome': 16, 'Duodenitis': 3, 'Hemiplegia': 72, 'Blood creatinine abnormal': 2, 'Catheter directed thrombolysis': 10, 'Complement factor C3 decreased': 4, 'Hip surgery': 5, 'Agonal respiration': 19, 'External ear disorder': 1, 'Arteriospasm coronary': 6, 'Chronic inflammatory demyelinating polyradiculoneuropathy': 5, 'Brachiocephalic vein thrombosis': 3, 'Otitis externa': 5, 'Bursa injury': 3, 'Post-traumatic stress disorder': 8, 'Halo vision': 5, 'Oral pustule': 7, 'Proctitis ulcerative': 1, 'Peptic ulcer': 7, 'Blood osmolarity normal': 6, 'Skin striae': 4, 'Blood lactic acid abnormal': 2, 'Glucose urine present': 4, 'Red blood cell morphology normal': 4, 'Myofascial pain syndrome': 3, 'Proteinuria': 17, 'Coronary artery bypass': 14, 'Brain stem infarction': 11, 'Lip injury': 33, 'Developmental delay': 1, 'Mammogram normal': 17, 'Product container seal issue': 1, 'Vasogenic cerebral oedema': 7, 'Blood bicarbonate': 6, 'Urinary sediment present': 18, 'Chondrocalcinosis pyrophosphate': 8, 'New daily persistent headache': 1, 'Bacterial vaginosis': 4, 'Mean platelet volume increased': 42, 'Injection site scar': 16, 'Parvovirus B19 test': 3, 'Self-injurious ideation': 4, \"Basedow's disease\": 6, 'Tongue injury': 7, 'Crystal urine': 2, 'Muscle enzyme': 1, 'Aortic valve incompetence': 10, 'Cervix inflammation': 1, 'Oesophagogastroduodenoscopy': 17, 'Intentional dose omission': 5, 'Hemiparaesthesia': 6, 'Allergy to venom': 1, 'Premature delivery': 19, 'Vulva cyst': 1, 'Nasal obstruction': 3, 'Antineutrophil cytoplasmic antibody positive': 7, 'Diaphragmalgia': 8, 'Throat lesion': 3, 'Peripheral pulse decreased': 3, 'Circadian rhythm sleep disorder': 4, 'Burn oral cavity': 4, 'Phimosis': 1, 'Breast induration': 4, 'Overdose': 22, 'Eye colour change': 9, 'Gastrointestinal tract irritation': 3, 'Vulvovaginal discomfort': 7, 'Viral rash': 11, 'Aminopyrine breathing test': 1, 'Adverse food reaction': 3, 'Sight disability': 1, 'Ectopic pregnancy': 5, 'Prostate infection': 1, 'Sacroiliac fracture': 1, 'Refusal of examination': 1, 'Allergic respiratory symptom': 3, 'Immunoglobulins normal': 8, 'Mean cell volume': 4, 'Lymphoproliferative disorder': 1, 'Blood oestrogen': 1, 'Chronic left ventricular failure': 9, 'Brain herniation': 7, 'Diastolic dysfunction': 13, 'Loss of control of legs': 20, 'Pneumonia bacterial': 16, 'Renal mass': 5, 'Product administration interrupted': 5, 'Enteral nutrition': 3, 'Toxic encephalopathy': 9, 'Dependence on oxygen therapy': 4, 'Epileptic aura': 1, 'Blast cells': 3, 'Completed suicide': 5, 'Arterial catheterisation normal': 1, 'Bone disorder': 7, 'Vaccination site haematoma': 2, 'Ejaculation delayed': 1, 'Substance use': 5, 'Psychiatric evaluation': 4, 'Jaw fracture': 4, 'Erythema marginatum': 1, 'Acanthoma': 1, 'DNA antibody negative': 4, 'Food poisoning': 9, 'Airway patency device insertion': 2, 'Antiphospholipid antibodies positive': 5, 'Diabetic foot': 2, 'Acute abdomen': 2, 'Anorectal discomfort': 11, 'Gastric aspiration procedure': 1, 'Pulmonary necrosis': 1, 'Primitive reflex test': 1, 'Blood immunoglobulin G decreased': 4, 'Amputation stump pain': 1, 'Pulmonary haemorrhage': 4, 'Aortic dilatation': 8, 'Fear of disease': 5, 'Blood prolactin normal': 6, 'Central vision loss': 4, 'Oesophageal spasm': 19, 'Blood beta-D-glucan negative': 3, 'Infarction': 9, 'Alcohol poisoning': 1, 'Toxicity to various agents': 7, 'Body tinea': 4, 'Rash papulosquamous': 1, 'Paracentesis': 5, 'Vulvovaginal dryness': 3, 'Neovascular age-related macular degeneration': 2, 'Dysentery': 4, 'Clostridium test': 12, 'Arterial catheterisation': 2, 'Thyroxine free increased': 7, 'Glomerulonephritis acute': 2, 'Eyelid contusion': 7, 'Anti-ganglioside antibody': 2, 'Balance test': 12, 'Pustule': 45, 'Blood immunoglobulin E normal': 3, 'Skin test positive': 9, 'Tympanometry abnormal': 1, 'Alopecia universalis': 5, 'Angina unstable': 4, 'Coccydynia': 13, 'Folliculitis': 17, 'Emphysema': 11, 'Chest wall abscess': 2, 'Staphylococcal bacteraemia': 9, 'Bronchial hyperreactivity': 6, 'Positron emission tomogram normal': 7, 'Ureteroscopy': 2, 'Internal haemorrhage': 14, 'High density lipoprotein increased': 3, 'Oedema mouth': 3, 'Blood corticotrophin abnormal': 1, 'Band neutrophil percentage increased': 3, 'Punctate basophilia': 1, 'Epidural injection': 1, 'Agglutination test': 1, 'Fluid overload': 23, 'Clinical trial participant': 1, 'Biopsy kidney': 7, 'Aspiration bone marrow': 1, 'Anticonvulsant drug level increased': 1, 'Basal cell carcinoma': 3, 'Anti-RNA polymerase III antibody': 4, 'First trimester pregnancy': 7, 'Autoinflammatory disease': 1, 'Mucous stools': 17, 'Crepitations': 15, 'Vasculitis gastrointestinal': 2, 'Yellow skin': 24, 'Hair growth abnormal': 2, 'Ear, nose and throat examination': 32, 'Metal poisoning': 2, 'Injection site coldness': 11, 'Gastrointestinal examination': 5, 'Alpha tumour necrosis factor increased': 1, 'Peripheral paralysis': 2, 'Arthrogram': 1, 'Ultrasound antenatal screen abnormal': 40, 'Ear infection bacterial': 1, 'Tympanic membrane perforation': 6, 'Panniculitis': 4, 'Brain scan abnormal': 8, 'Application site coldness': 1, 'Plantar fasciitis': 8, 'Cardiac ablation': 5, 'Metastatic neoplasm': 4, 'Irritable bowel syndrome': 35, 'Urinary sediment': 5, 'Conduction disorder': 3, 'Ventricular dyssynchrony': 1, 'Gallbladder enlargement': 8, 'Cerebral cyst': 1, 'Dental examination normal': 2, 'Bladder dilatation': 1, 'Blood cortisol': 7, 'Dehydroepiandrosterone test': 3, 'Transferrin saturation': 2, 'Biopsy artery abnormal': 4, 'Product dose omission in error': 5, 'Tri-iodothyronine': 7, 'Asthma prophylaxis': 4, 'Humerus fracture': 6, 'Candida test': 2, 'Troponin T': 27, 'Biopsy colon abnormal': 7, 'Premature separation of placenta': 6, 'Slipping rib syndrome': 2, 'Contraception': 9, \"Still's disease\": 1, 'Cautery to nose': 3, 'Device function test': 2, 'Albumin globulin ratio': 26, 'Diaphragmatic disorder': 2, 'Irregular breathing': 33, 'Lip scab': 2, 'Administration site haematoma': 1, 'Nerve block': 6, 'Arthritis reactive': 11, 'Atrial thrombosis': 1, 'Inappropriate affect': 17, 'Hereditary ataxia': 1, 'Behavioural therapy': 1, 'Nerve injury': 33, 'Sensitisation': 6, 'Antiphospholipid antibodies negative': 11, 'Antithrombin III decreased': 3, 'Lip ulceration': 11, 'Thrombophlebitis': 25, 'Menometrorrhagia': 7, 'Disturbance in social behaviour': 1, 'Neutrophil count abnormal': 4, 'Ear irrigation': 5, 'Petit mal epilepsy': 21, 'Asthmatic crisis': 1, 'Spinal X-ray abnormal': 18, 'Blood insulin abnormal': 1, 'Ischaemia': 12, 'Pulmonary artery wall hypertrophy': 2, 'Paranasal sinus haemorrhage': 2, 'Tendon rupture': 9, 'Incision site swelling': 1, 'Joint injection': 4, 'Nasoendoscopy': 3, 'Vocal cord dysfunction': 7, 'Meningitis herpes': 1, 'Eosinophil count': 10, 'Cerebral disorder': 7, 'Peripheral arterial occlusive disease': 7, 'Telemedicine': 4, 'Biopsy artery normal': 3, 'Human rhinovirus test positive': 8, 'Cough decreased': 3, 'Rotavirus test': 1, 'Ultrasound biliary tract': 20, 'Mania': 23, 'Glucose tolerance impaired': 6, 'Small fibre neuropathy': 11, 'Oversensing': 9, 'Burns third degree': 3, 'Pertussis': 2, 'Strabismus': 16, 'Obstructive pancreatitis': 3, 'Drug level': 2, 'Cardiac device reprogramming': 1, 'Atrophy': 6, 'Human chorionic gonadotropin normal': 4, 'Uterine dilation and evacuation': 2, 'Upper limb fracture': 10, 'Glucose urine': 2, 'Human metapneumovirus test': 5, 'Peripheral ischaemia': 9, 'Burning mouth syndrome': 2, 'Eye symptom': 3, 'SARS-CoV-2 RNA': 7, 'Portal vein thrombosis': 23, 'Serum sickness-like reaction': 5, 'Colour vision tests': 2, 'Tonsillar disorder': 7, 'QRS axis abnormal': 5, 'Tri-iodothyronine decreased': 2, 'Cogwheel rigidity': 2, 'Injection site injury': 16, 'Lichen planus': 10, 'Benign prostatic hyperplasia': 5, 'Glucose urine absent': 38, 'Hepatic cyst': 3, 'Prostatic calcification': 1, 'Guttate psoriasis': 1, 'Blood creatine normal': 15, 'Hepatic lesion': 8, 'Pulmonary granuloma': 8, 'Stomatocytes present': 1, 'Oesophageal dilatation': 1, 'Spinal osteoarthritis': 19, 'Electrocardiogram T wave peaked': 2, 'Product availability issue': 1, 'Mean cell haemoglobin': 13, 'Spinal cord disorder': 9, 'Prostate cancer': 2, 'ADAMTS13 activity assay': 1, 'Coombs direct test negative': 4, 'Intracranial pressure increased': 12, 'Angle closure glaucoma': 1, 'Inguinal mass': 1, 'Blood testosterone normal': 4, 'Uvulitis': 5, 'Platelet disorder': 7, \"Parkinson's disease psychosis\": 1, 'Blood donor': 3, 'Right ventricular failure': 5, 'Wrong route': 2, 'Thyroid calcification': 1, 'Autism spectrum disorder': 4, 'Bloody discharge': 12, 'Knee arthroplasty': 7, 'Anaphylaxis treatment': 2, 'Albumin urine': 3, 'Pelvic abscess': 3, 'Oropharyngeal cobble stone mucosa': 1, 'Coma scale': 4, 'Cystoscopy': 7, 'Documented hypersensitivity to administered product': 1, 'Capillary leak syndrome': 2, 'Tonic convulsion': 7, 'Vascular dissection': 1, 'Administration site indentation': 2, 'Appendicitis perforated': 34, 'Haemorrhagic transformation stroke': 5, 'Adrenal mass': 8, 'Specific gravity urine abnormal': 1, 'Administration site inflammation': 1, 'Aortic occlusion': 4, 'Brain stem stroke': 5, 'Allergy alert test': 1, 'White blood cell count abnormal': 7, 'Decreased gait velocity': 1, 'Carbon dioxide abnormal': 5, 'Viral infection': 42, 'Soft tissue haemorrhage': 1, 'Eye infarction': 3, 'Peritonitis bacterial': 3, 'Complex regional pain syndrome': 11, 'Blood homocysteine increased': 2, 'Thyroiditis': 16, 'Urine abnormality': 25, 'Hepatic encephalopathy': 5, 'Volume blood decreased': 2, 'Acute stress disorder': 3, 'Myoglobin blood increased': 5, 'Cutis verticis gyrata': 1, 'Tooth infection': 9, 'Rhinitis allergic': 8, 'Eye injury': 9, 'Dreamy state': 11, 'Endoscopic ultrasound normal': 1, 'Oesophagogastroduodenoscopy normal': 8, 'Biopsy thyroid gland abnormal': 1, 'Cervical dilatation': 1, 'Beta-2 glycoprotein antibody': 9, 'Bradypnoea': 1, 'Laryngeal discomfort': 2, 'Drug screen positive': 9, 'Meningitis': 7, 'Infected bite': 1, 'Liver disorder': 13, 'Ultrasound liver abnormal': 1, 'Poverty of speech': 3, 'Nasal inflammation': 14, 'Troponin decreased': 3, 'Patient elopement': 6, 'Tilt table test': 3, 'Osteomyelitis': 7, 'Non-cardiac chest pain': 19, 'Fasting': 12, 'Abdomen scan': 3, 'Rheumatic disorder': 3, 'Drain placement': 3, 'CSF white blood cell count increased': 15, 'Hepatitis C virus test positive': 1, 'Activated partial thromboplastin time abnormal': 2, 'Hypoaesthesia teeth': 4, 'Premenstrual syndrome': 23, 'Blood phosphorus normal': 16, 'Morphoea': 4, 'Immunology test abnormal': 1, 'Cardiopulmonary failure': 2, 'Dermatologic examination': 4, 'Amaurosis fugax': 4, 'Gastrointestinal necrosis': 3, 'Cerebral mass effect': 12, 'Tendon discomfort': 5, 'Submaxillary gland enlargement': 9, 'Exercise electrocardiogram normal': 2, 'Ophthalmic herpes simplex': 2, 'Intertrigo': 2, 'Spinal cord infarction': 3, 'Imprisonment': 1, 'Medication dilution': 5, 'Sputum abnormal': 5, 'Meningitis aseptic': 20, 'Focal peritonitis': 3, 'Malignant neoplasm of spinal cord': 1, 'Apoptosis': 1, 'Colitis microscopic': 8, 'Stress echocardiogram normal': 7, 'Skull fracture': 6, 'Encephalomalacia': 5, 'Dyspraxia': 3, 'Thyroid cyst': 2, 'CSF test': 9, 'Nephropathy': 6, 'Cheyne-Stokes respiration': 2, 'Limb immobilisation': 25, 'Hepatic enzyme': 13, 'Bipolar I disorder': 2, 'Vessel puncture site haematoma': 1, 'Haemorrhage in pregnancy': 12, 'Complicated appendicitis': 7, 'Hypercalcaemia': 9, 'CSF culture': 9, 'Vein disorder': 24, 'Colon cancer': 4, 'Hypersensitivity vasculitis': 3, 'Acoustic neuritis': 1, 'Retinal disorder': 4, 'Stress urinary incontinence': 4, 'Loss of bladder sensation': 7, 'Slit-lamp examination': 3, 'Blood magnesium abnormal': 4, 'Bladder disorder': 14, 'Plasmapheresis': 28, 'Tongue thrust': 1, 'Arterial thrombosis': 7, 'Analgesic drug level': 5, 'Hepatic failure': 16, 'Incorrect disposal of product': 2, 'Lung assist device therapy': 3, 'Decreased embryo viability': 1, 'Calcium ionised abnormal': 1, 'Hilar lymphadenopathy': 7, 'Thoracic cavity drainage': 2, 'Hiatus hernia': 16, 'Urine oxalate': 1, 'Coombs test positive': 3, 'Drooping shoulder syndrome': 1, 'Valsalva maneuver': 2, 'Gastric haemorrhage': 4, 'Mycobacterium tuberculosis complex test negative': 5, 'Bleeding time prolonged': 5, 'Amniotic membrane rupture test positive': 2, 'Histone antibody positive': 2, 'Computerised tomogram abdomen normal': 43, 'Type 1 diabetes mellitus': 13, 'Abscess of eyelid': 1, 'Periorbital irritation': 1, 'Corticotropin-releasing hormone stimulation test': 1, 'Tibia fracture': 2, 'Coeliac disease': 5, 'Barium swallow abnormal': 3, 'Cardioactive drug level': 4, 'Lip haematoma': 1, 'Protrusion tongue': 4, 'Lumbar radiculopathy': 8, 'Herpes simplex test positive': 3, 'Pinta': 1, 'Very low density lipoprotein': 2, 'Biopsy lymph gland abnormal': 5, 'Epstein-Barr virus associated lymphoproliferative disorder': 1, 'Alice in wonderland syndrome': 2, 'Rib fracture': 15, 'Tricuspid valve prolapse': 1, 'Ejaculation disorder': 1, 'Blood iron increased': 3, 'Polymerase chain reaction positive': 15, 'Synovial fluid analysis': 3, 'Procedural pain': 14, 'Appendiceal abscess': 3, 'Vertebral artery stenosis': 4, 'Streptococcal infection': 10, 'Blood pH': 3, 'Mesenteric artery thrombosis': 2, 'Actinomyces test positive': 1, 'Keloid scar': 2, 'Electrocardiogram ST-T change': 3, 'Postpartum haemorrhage': 2, 'Retinal vascular thrombosis': 3, 'Acute generalised exanthematous pustulosis': 1, 'Oesophagogastroduodenoscopy abnormal': 12, 'Thermal burns of eye': 10, \"Bartholin's cyst\": 2, 'Hyperkalaemia': 34, 'Foreign body sensation in eyes': 20, 'Vitamin D abnormal': 1, 'Carotid pulse abnormal': 3, 'Bronchitis chronic': 3, 'Seronegative arthritis': 3, 'Prostatic specific antigen': 5, 'Connective tissue inflammation': 1, 'Epstein-Barr virus antibody': 5, 'Hypervigilance': 18, 'Enterococcal infection': 2, 'Rapid eye movements sleep abnormal': 2, 'Percutaneous coronary intervention': 13, 'Spinal flattening': 2, 'Arteriosclerosis coronary artery': 16, 'Vulvovaginal pain': 21, 'Blood creatine phosphokinase MB normal': 7, 'Granulocyte percentage': 16, 'Oral dysaesthesia': 3, 'Gingival pruritus': 7, 'Pericardial fibrosis': 2, 'Ventricular dysfunction': 1, 'Acoustic neuroma': 1, 'Mean platelet volume': 8, 'Carbuncle': 2, 'Aldolase increased': 2, 'Rheumatoid factor increased': 6, 'Oropharyngeal swelling': 5, 'Sleep deficit': 17, 'Pharyngeal ulceration': 8, 'Diverticulum': 14, 'Obsessive thoughts': 1, 'Decreased nasolabial fold': 7, 'Office visit': 27, 'Chronic paroxysmal hemicrania': 1, 'Abulia': 2, 'Tilt table test positive': 4, 'Erection increased': 3, 'Ulcer haemorrhage': 2, 'Cervical dysplasia': 1, 'Antipsychotic drug level increased': 1, 'Pulmonary sensitisation': 1, 'Optic disc disorder': 1, 'Multimorbidity': 3, 'Ultrasound pancreas normal': 2, 'Urinary system X-ray': 11, 'Burns first degree': 1, 'Akathisia': 2, 'Hepatitis B immunisation': 1, 'Myocardial oedema': 3, 'Cataract nuclear': 1, 'Blood parathyroid hormone': 2, 'Transient aphasia': 3, 'Pulmonary fibrosis': 17, 'Albumin CSF decreased': 1, 'CSF oligoclonal band absent': 3, 'Intervertebral disc annular tear': 1, 'Pelvic mass': 5, 'Postpartum venous thrombosis': 1, 'Lichenification': 5, 'Monoparesis': 6, 'Neoplasm malignant': 6, 'Anti-HLA antibody test positive': 1, 'Complement fixation test positive': 1, 'Thyroiditis subacute': 8, 'Injection site atrophy': 5, 'ADAMTS13 activity decreased': 1, 'CSF white blood cell count': 13, 'Eye abscess': 1, 'Bone erosion': 1, 'CSF cell count increased': 2, 'Endocarditis': 4, 'Platelet morphology abnormal': 1, 'Daydreaming': 7, 'Hand-arm vibration syndrome': 3, 'Paranasal sinus hyposecretion': 9, 'Temperature regulation disorder': 22, 'Alcohol test negative': 2, 'Ischaemic hepatitis': 7, 'Ventricular assist device insertion': 3, 'Loose tooth': 3, 'Trichiniasis': 1, 'Rheumatoid factor positive': 8, 'Anti-VGCC antibody negative': 1, 'Blood parathyroid hormone normal': 2, 'Autoimmune lung disease': 1, 'Cardiac ventricular thrombosis': 7, 'Biopsy endometrium normal': 3, 'Anti-neutrophil cytoplasmic antibody positive vasculitis': 1, 'Adenocarcinoma of the cervix': 1, 'Genital discomfort': 3, 'Electric shock': 2, 'Opisthotonus': 5, 'Biopsy testes': 1, 'Tonsillar inflammation': 9, 'Vaginal erosion': 1, 'Lip haemorrhage': 10, 'Tardive dyskinesia': 9, 'Chronic active Epstein-Barr virus infection': 1, 'Culture urine positive': 14, 'Blood prolactin': 4, 'Bronchiolitis': 1, 'Vagus nerve disorder': 2, 'Foetal death': 29, 'X-ray of pelvis and hip normal': 11, 'Food aversion': 19, 'Head lag': 1, 'Arterial angioplasty': 1, 'Glucose-6-phosphate dehydrogenase deficiency': 2, 'Vocal cord disorder': 4, 'Metamyelocyte count': 2, 'Myelocyte count increased': 3, 'Peripheral artery thrombosis': 16, 'Ulnar neuritis': 3, 'Bone contusion': 5, 'Palatal oedema': 6, 'Lymphopenia': 14, 'Angiogram retina abnormal': 2, 'Visual field tests abnormal': 9, 'Brain stem ischaemia': 3, 'Juvenile idiopathic arthritis': 2, 'Hepatitis C antibody negative': 13, 'Blood follicle stimulating hormone normal': 6, 'Forced expiratory volume decreased': 2, 'Oral lichenoid reaction': 1, \"Dementia Alzheimer's type\": 10, 'External vagal nerve stimulation': 1, 'Endoscopy normal': 10, 'Haemorrhoids thrombosed': 5, 'Gastroenteritis': 11, 'Blood testosterone': 7, 'Pancreatic carcinoma': 1, 'Alcohol abuse': 2, 'Lipids abnormal': 6, 'Ventricular hypertrophy': 3, 'Streptococcal sepsis': 1, 'ACTH stimulation test': 1, 'Tuberculosis': 1, 'Vena cava thrombosis': 4, 'Peripheral vein occlusion': 5, 'Prinzmetal angina': 2, 'Cardiac imaging procedure': 3, 'Aversion': 2, 'Loss of proprioception': 7, 'Biopsy liver abnormal': 4, 'Inflammatory bowel disease': 3, 'Fundoscopy abnormal': 1, 'Brain contusion': 6, 'Extensor plantar response': 2, 'Renal infarct': 6, 'Antimitochondrial antibody': 1, 'Oropharyngeal blistering': 7, 'Post-traumatic neck syndrome': 2, 'Mast cell degranulation present': 2, 'Brain stem haemorrhage': 5, 'Tendon disorder': 10, 'Deafness transitory': 7, 'Venous angioplasty': 6, 'Haemoglobin urine': 2, 'Prostatic specific antigen increased': 8, 'Pantoea agglomerans test positive': 1, 'Morning sickness': 8, 'Ultrasound pancreas': 4, 'Cerumen removal': 7, 'Allergic respiratory disease': 1, 'Immunisation reaction': 7, 'Acquired dysfibrinogenaemia': 1, 'Exercise electrocardiogram abnormal': 7, 'Epstein-Barr virus infection': 8, 'Total lung capacity decreased': 8, 'Physical breast examination normal': 1, 'Balanoposthitis': 1, 'Cerebral haemorrhage foetal': 1, 'Tumour marker abnormal': 1, 'X-ray with contrast upper gastrointestinal tract': 1, 'Familial risk factor': 2, 'Calcium ionised decreased': 3, 'Right ventricular systolic pressure increased': 1, 'Serology normal': 2, 'Haematocrit': 27, 'Emergency care examination normal': 1, 'Hyperparathyroidism': 5, 'Milk allergy': 2, 'Brain neoplasm': 2, 'Tonsillar ulcer': 2, 'Soft tissue disorder': 3, 'Renal vein thrombosis': 1, 'Congestive cardiomyopathy': 6, 'Chemocauterisation': 1, 'Red blood cell count': 20, 'Reticulocyte count increased': 6, 'Chronic lymphocytic leukaemia': 4, 'Coagulation factor V level normal': 3, 'Gynaecomastia': 6, \"Russell's viper venom time normal\": 2, 'Simple partial seizures': 3, 'Telangiectasia': 4, 'CSF cell count': 5, 'Myelopathy': 4, 'Clonic convulsion': 1, 'Nasal abscess': 2, 'Eosinophilic granulomatosis with polyangiitis': 1, 'Anaphylaxis prophylaxis': 13, 'Ultrasound foetal abnormal': 14, 'Skin wound': 6, 'Cellulitis gangrenous': 1, 'Gastrointestinal carcinoma': 1, 'Respiratory tract irritation': 19, 'Alpha tumour necrosis factor': 3, 'Distractibility': 7, 'Excessive cerumen production': 4, 'Pupillary reflex impaired': 12, 'Disturbance in sexual arousal': 1, 'Acute haemorrhagic ulcerative colitis': 1, 'Naevus flammeus': 1, 'Thyroid pain': 4, 'Bone densitometry': 2, 'Cerebellar haemorrhage': 6, 'Fluorescence angiogram': 2, 'Bullous impetigo': 1, 'Buttock injury': 3, 'Attention deficit hyperactivity disorder': 6, 'Recurrent subareolar breast abscess': 1, 'Muscle mass': 6, 'Haemoglobin abnormal': 5, 'Bursal fluid accumulation': 1, 'Patient restraint': 3, 'False positive investigation result': 1, 'Blood ethanol': 5, 'Procalcitonin normal': 37, 'White blood cell disorder': 8, 'Chest crushing': 4, 'Reading disorder': 9, 'Illiteracy': 8, 'Serum ferritin': 22, 'Blood chromium increased': 1, 'Biopsy liver': 10, 'Apallic syndrome': 1, 'Hyperpyrexia': 16, 'Varicose vein': 25, 'Epstein-Barr virus infection reactivation': 5, 'Instillation site pain': 1, 'Blood 25-hydroxycholecalciferol decreased': 1, 'Gastric dilatation': 8, 'Spinal disorder': 4, 'Discouragement': 4, 'Heart sounds normal': 2, 'Urine potassium decreased': 1, 'Drug monitoring procedure incorrectly performed': 1, 'Ovarian cancer': 4, 'Respiratory tract infection': 15, 'Status asthmaticus': 4, 'Corneal endotheliitis': 1, 'Ankle brachial index': 2, 'Chronic rhinosinusitis without nasal polyps': 1, 'Subclavian vein occlusion': 3, 'CSF glucose increased': 12, 'Inflammatory pain': 3, 'Neuromuscular pain': 6, 'Sternal fracture': 1, 'Blood copper': 4, 'Papilloedema': 12, 'Hypofibrinogenaemia': 2, 'Foreign body in skin or subcutaneous tissue': 1, 'Escherichia infection': 10, 'Mastocytosis': 1, 'Plasminogen activator inhibitor': 9, 'Splinter haemorrhages': 4, 'Mastoid disorder': 6, 'Ultrasound testes normal': 2, 'Hip fracture': 20, 'Epiglottitis': 5, 'Swallow study': 7, 'Vaccination site joint pain': 7, 'Multiple sclerosis relapse': 16, 'Therapeutic embolisation': 3, 'Blood testosterone increased': 1, 'Spinal stroke': 1, 'Eyelid cyst': 4, 'Bronchitis bacterial': 2, 'Axillary vein thrombosis': 4, 'Focal dyscognitive seizures': 8, 'Oligodipsia': 1, 'Abdominal infection': 3, 'Haemophilia': 3, 'Anaphylactoid syndrome of pregnancy': 1, 'Ichthyosis': 1, 'Eye allergy': 2, 'Wound complication': 4, 'Electrocardiogram ambulatory normal': 16, 'Vocal cord paresis': 1, 'Mesenteric vein thrombosis': 21, 'Neoplasm': 3, 'Cough variant asthma': 2, 'Heat exhaustion': 3, 'Myringitis': 1, 'Fungal skin infection': 2, 'Intestinal haemorrhage': 5, 'HIV antibody negative': 7, 'Accident': 6, 'Hepatitis C RNA': 1, 'Genito-pelvic pain/penetration disorder': 1, 'Tendon injury': 4, 'Blood bicarbonate abnormal': 1, 'Postmenopause': 7, 'Microvascular cranial nerve palsy': 5, 'Bronchial irritation': 5, 'Left ventricular failure': 10, 'Serum ferritin normal': 20, 'Acute interstitial pneumonitis': 1, 'Bronchiectasis': 5, 'Fungal test negative': 11, 'Product complaint': 1, 'Catheter management': 1, 'Administration site discharge': 1, 'Prostatic operation': 2, 'Bartonella test': 2, 'Acute promyelocytic leukaemia': 1, 'Blood bilirubin unconjugated normal': 1, 'Endometrial thickening': 2, 'Therapeutic response changed': 1, 'Tolosa-Hunt syndrome': 1, 'Electrocardiogram QT interval': 2, 'Bleeding varicose vein': 1, 'Ligament pain': 8, 'Body surface area': 1, 'Retinal detachment': 11, 'Ammonia normal': 5, 'Skin plaque': 11, 'Vocal cord atrophy': 2, 'Optical coherence tomography abnormal': 5, 'Faecal calprotectin': 2, 'Urinary straining': 1, 'Arthroscopy': 1, 'Iron binding capacity total': 12, 'Heparin-induced thrombocytopenia test positive': 1, 'Tenosynovitis': 4, 'Homeless': 1, 'Post lumbar puncture syndrome': 2, 'Pulmonary imaging procedure': 2, 'Thrombocytosis': 6, 'Periodic limb movement disorder': 3, 'SARS-CoV-2 test false negative': 1, 'Optic ischaemic neuropathy': 9, 'Injection site dermatitis': 3, 'Colitis ischaemic': 16, 'Brain stem syndrome': 6, 'VIIIth nerve injury': 1, 'Premenstrual dysphoric disorder': 2, 'Induced labour': 13, 'Cancer in remission': 1, 'Pancreatitis necrotising': 5, 'Cranial nerve palsies multiple': 2, 'Thirst decreased': 16, 'Sinonasal obstruction': 7, 'Ulnar nerve palsy': 1, 'Histamine intolerance': 3, 'Abortion of ectopic pregnancy': 1, 'Foetal hypokinesia': 11, 'Biopsy muscle': 2, 'Biopsy endometrium': 4, 'Somatic symptom disorder': 5, 'Compartment syndrome': 3, 'Libido decreased': 4, 'Systemic lupus erythematosus rash': 3, 'Hepatitis fulminant': 1, 'Peritonitis': 9, 'Cervical neuritis': 1, 'Aldolase normal': 3, 'Febrile neutropenia': 8, 'Wrist fracture': 2, 'Conus medullaris syndrome': 1, 'Tooth injury': 9, 'Atherosclerotic plaque rupture': 1, 'Amniorrhexis': 1, 'Autoantibody test': 2, 'Hyperaemia': 7, 'Cardiac dysfunction': 4, 'Application site erythema': 3, 'Oesophageal disorder': 4, 'Peripheral artery occlusion': 8, 'Bone lesion': 2, 'Endoscopic retrograde cholangiopancreatography normal': 1, 'Magnetic resonance imaging abdominal abnormal': 4, 'Neck injury': 18, 'Metastatic carcinoid tumour': 1, 'Snoring': 32, 'Spinal cord injury cervical': 3, 'SARS-CoV-1 test': 9, 'Benign breast neoplasm': 1, 'Therapy change': 2, 'Pneumatosis': 1, 'Conjunctival discolouration': 1, 'Carotid artery stenosis': 19, 'Ex-tobacco user': 2, 'Dairy intolerance': 4, 'Application site laceration': 1, 'Renal haemorrhage': 4, 'Adenoidectomy': 1, 'Passive smoking': 1, 'Gallbladder necrosis': 1, 'Cardiomyopathy': 22, 'Haemophilus test': 1, 'SARS-CoV-2 RNA undetectable': 4, 'Alcohol test': 3, 'Pulmonary function test abnormal': 8, 'Heavy exposure to ultraviolet light': 3, 'Pica': 3, 'Popliteal artery entrapment syndrome': 1, 'Carotid arteriosclerosis': 10, 'Electrocauterisation': 3, 'Postoperative wound infection': 3, 'Biopsy placenta': 1, 'Mucosal pain': 1, 'Bladder irritation': 2, 'PO2': 2, 'Urethral haemorrhage': 5, 'Pericardial drainage': 7, 'Binocular eye movement disorder': 1, 'Basophil count': 8, 'Delirium febrile': 2, 'Bronchial disorder': 3, 'CSF protein normal': 11, 'Evans syndrome': 2, 'Blood follicle stimulating hormone abnormal': 1, 'Analgesic therapy': 1, 'Biopsy vulva': 2, 'Hypertrophy of tongue papillae': 7, 'High-pitched crying': 1, 'Orthostatic intolerance': 4, 'Histamine normal': 1, 'Subcutaneous emphysema': 2, 'Vitamin B6 normal': 5, 'Juvenile myoclonic epilepsy': 1, 'Lateral medullary syndrome': 2, 'Wound closure': 5, 'Sleep talking': 11, 'Intervertebral disc compression': 2, 'Spinal fracture': 7, 'Coombs test': 2, 'Reticulocyte count': 6, 'Cytomegalovirus test': 7, 'Haemorrhage subepidermal': 2, 'Tri-iodothyronine free normal': 9, 'Anti-muscle specific kinase antibody negative': 1, 'Limbal swelling': 1, 'Coagulation time prolonged': 5, 'Aspiration joint': 6, 'Torsade de pointes': 1, 'Retinal oedema': 5, 'Tetanus': 1, 'Small intestine gangrene': 1, 'Beta 2 microglobulin': 1, 'Cholelithotripsy': 1, 'Portal fibrosis': 1, 'Foreign body in throat': 10, 'Peripheral embolism': 16, 'Neutropenic sepsis': 2, 'Blood pressure diastolic': 4, 'Abdominal operation': 1, 'Craniectomy': 3, 'Melanocytic naevus': 1, 'Neuropsychological test': 1, 'Autoimmune dermatitis': 2, 'Embolism arterial': 3, 'Ostomy bag placement': 1, 'Bone cancer': 1, 'Biopsy breast normal': 1, 'Hepatocellular carcinoma': 1, 'Inappropriate antidiuretic hormone secretion': 11, 'Bacterial disease carrier': 1, 'Retinal exudates': 2, 'Tongue haemorrhage': 7, 'Maternal death during childbirth': 1, 'Lens dislocation': 2, 'Infected cyst': 1, 'Haemoperitoneum': 7, 'Splenectomy': 3, 'Vena cava filter insertion': 7, 'Abdominal wall operation': 1, 'Cyanopsia': 2, 'Venous occlusion': 5, 'Blood bilirubin unconjugated increased': 5, 'Gluten sensitivity': 1, 'Ultrasound pelvis normal': 8, 'Fundoscopy': 3, 'Vertebral artery dissection': 3, 'Subdural hygroma': 1, 'Procedural site reaction': 3, 'West Nile virus test negative': 5, 'Oral contraception': 5, 'Impetigo': 7, 'Prothrombin time shortened': 11, 'Lung cancer metastatic': 2, 'Aortic disorder': 3, 'Retinopathy': 2, 'Extubation': 8, 'Multiple injuries': 1, 'Breast discolouration': 1, 'Anti-ganglioside antibody negative': 3, 'Intestinal pseudo-obstruction': 1, 'Decreased vibratory sense': 3, 'Injection site laceration': 2, 'Carotid endarterectomy': 5, 'Chest tube insertion': 10, 'Pregnancy test urine negative': 25, 'Hypoosmolar state': 2, 'Spinal deformity': 4, 'Brain stem thrombosis': 4, 'Axonal and demyelinating polyneuropathy': 3, 'Protein albumin ratio abnormal': 1, 'Cardiolipin antibody positive': 4, 'Haemorrhagic infarction': 2, 'Small intestinal resection': 4, 'Magnetic resonance imaging abdominal': 4, 'Organ failure': 6, 'Cystitis escherichia': 1, 'Speech rehabilitation': 1, 'Intra-abdominal fluid collection': 5, 'Pancreatic cyst': 1, 'Vulvovaginal candidiasis': 2, 'Vitreous haemorrhage': 4, 'Penile discomfort': 1, 'Anti-aquaporin-4 antibody positive': 1, 'Coagulation factor': 4, 'Dissociative disorder': 7, 'Breast cancer': 5, 'Carotid artery dissection': 2, 'Thrombotic stroke': 3, 'Mast cell activation syndrome': 5, 'Scan bone marrow': 2, 'Fascial rupture': 1, 'Iris adhesions': 2, 'Tachyarrhythmia': 4, 'Biopsy brain normal': 1, 'X-ray therapy to lung': 5, 'Optic perineuritis': 2, 'Cerebral venous thrombosis': 7, 'Lichen nitidus': 1, 'Visual tracking test abnormal': 2, 'Diverticular perforation': 1, 'Basilar artery thrombosis': 1, 'Intracardiac thrombus': 13, 'Extravasation blood': 1, 'Hypermagnesaemia': 3, 'Miller Fisher syndrome': 6, 'Tracheostomy': 6, 'Lymphatic obstruction': 2, 'Reflex test': 5, 'Diabetes mellitus inadequate control': 6, 'Breast disorder female': 4, 'Pregnancy test urine positive': 3, 'Bordetella test negative': 3, 'HIV antigen negative': 4, 'Histoplasmosis': 1, 'Platelet morphology normal': 1, 'Red blood cell elliptocytes present': 2, 'Rickettsiosis': 1, 'Tubulointerstitial nephritis': 1, 'Biopsy abdominal wall normal': 1, 'Phlebitis superficial': 4, 'Defaecation disorder': 7, 'Transverse sinus thrombosis': 9, 'Abnormal clotting factor': 3, 'Intercepted product dispensing error': 1, 'Human ehrlichiosis': 2, 'B-cell lymphoma': 2, 'Cirrhosis alcoholic': 1, 'Incarcerated umbilical hernia': 1, 'Aldolase abnormal': 1, 'Protein S normal': 8, 'Cerebral calcification': 3, 'Venogram normal': 8, 'Nail bed bleeding': 1, 'Adenocarcinoma metastatic': 2, 'Factor V Leiden mutation': 6, 'Plasminogen normal': 2, 'Orbital swelling': 8, 'Neuritic plaques': 1, 'Anal ulcer': 1, 'Regurgitation': 10, 'Hormonal contraception': 1, 'Prostatic specific antigen normal': 3, 'Necrotising retinitis': 1, 'Ehrlichia test': 2, 'Metastases to bone': 3, 'Intra-ocular injection': 1, 'Sigmoidoscopy': 7, 'Mucosal ulceration': 1, 'Synovial fluid white blood cells positive': 3, 'Alcoholic liver disease': 2, 'Fluorescent in situ hybridisation': 1, 'Scan abnormal': 4, 'Choreoathetosis': 3, 'Chondropathy': 1, 'Cerebrospinal fluid leakage': 1, 'Spinal instability': 1, 'Skin wrinkling': 8, 'Granulocyte count increased': 2, 'Cardiolipin antibody': 12, 'Vaccination failure': 48, 'Clostridium test positive': 7, 'Therapeutic hypothermia': 4, 'Adenocarcinoma of colon': 1, 'Thrombotic thrombocytopenic purpura': 14, 'Cytokine release syndrome': 3, 'Beta-2 glycoprotein antibody negative': 5, 'Thromboembolectomy': 7, 'Haemophagocytic lymphohistiocytosis': 7, 'Delivery': 7, 'Colorectal cancer': 1, 'Macular oedema': 3, 'Haptoglobin increased': 2, 'Transplant rejection': 4, 'Keratolysis exfoliativa acquired': 1, 'Blood aldosterone': 1, 'Metanephrine urine': 1, 'CSF lymphocyte count increased': 10, 'Magnetic resonance imaging thoracic abnormal': 13, 'Interventional procedure': 1, 'Scar pain': 4, 'Sexually transmitted disease test': 6, 'Ephelides': 1, 'Blood iron normal': 15, 'Lumbar vertebral fracture': 2, 'Thrombosis prophylaxis': 1, 'Biopsy tonsil': 1, 'Adenovirus test positive': 2, 'Poor sucking reflex': 1, 'Graft versus host disease': 2, 'Palmar erythema': 6, 'Diabetic coma': 1, 'Antithrombin III deficiency': 4, 'Administration related reaction': 1, 'Ruptured cerebral aneurysm': 7, 'Quality of life decreased': 3, 'Smear cervix': 16, 'Medical cannabis therapy': 1, 'Amniocentesis normal': 2, 'Single umbilical artery': 2, 'Hand-foot-and-mouth disease': 1, 'Vascular imaging': 7, 'Increased tendency to bruise': 14, 'Jugular vein thrombosis': 10, 'Peripheral vein thrombus extension': 4, 'Language disorder': 4, 'Confusional arousal': 2, 'Prealbumin': 2, 'Bronchogenic cyst': 1, 'Gene mutation identification test negative': 6, 'Calyceal diverticulum': 1, 'Antithrombin III': 12, 'Biopsy foetal': 1, 'Ceruloplasmin decreased': 2, 'Philadelphia chromosome positive': 1, 'Coeliac artery compression syndrome': 1, 'Intestinal ischaemia': 12, 'Antiphospholipid syndrome': 5, 'Accident at home': 1, 'Wall motion score index abnormal': 4, 'Gastrostomy': 10, 'Right atrial dilatation': 3, 'Pituitary tumour benign': 2, 'Pharyngeal disorder': 5, 'Electrolyte substitution therapy': 1, 'Viral test positive': 8, 'Deja vu': 3, 'Skin fissures': 8, 'Carotid revascularisation': 1, 'Orchitis noninfective': 2, 'Respirovirus test': 4, 'Blood grouping': 3, 'Haematinuria': 2, 'Peripheral artery stent insertion': 3, 'Nerve conduction studies abnormal': 11, 'Perineal pain': 3, 'Fungal test': 5, 'Low density lipoprotein': 4, 'Urine ketone body': 2, 'Subclavian artery thrombosis': 1, 'Libido increased': 2, 'Vestibular function test abnormal': 3, 'Adrenocorticotropic hormone deficiency': 2, 'Cerebrovascular disorder': 4, 'Ultrasound uterus': 11, 'Achenbach syndrome': 1, 'Haptoglobin': 7, 'Apical granuloma': 1, 'Nasal discharge discolouration': 3, 'Haemorrhoid operation': 2, 'Exposure to communicable disease': 2, 'Carotid artery thrombosis': 6, 'Corneal epithelium defect': 1, 'Gallbladder operation': 3, 'Creatinine renal clearance increased': 3, 'Diabetic retinal oedema': 1, 'Breast reconstruction': 1, 'Central nervous system inflammation': 3, 'Subclavian vein thrombosis': 8, 'Allergy to arthropod bite': 1, 'Intervertebral disc operation': 3, 'Spinal epidural haematoma': 1, 'pH body fluid abnormal': 1, 'False negative investigation result': 1, 'Methylenetetrahydrofolate reductase gene mutation': 1, 'Drop attacks': 3, 'Biliary obstruction': 3, 'Low density lipoprotein decreased': 3, 'Mesenteric artery aneurysm': 1, 'Dermoid cyst': 2, 'Anticoagulation drug level therapeutic': 1, 'Alpha 1 globulin': 1, 'ADAMTS13 activity normal': 1, 'Beta 2 microglobulin normal': 1, 'Protein S decreased': 1, 'Red blood cells urine negative': 8, 'Citrobacter infection': 1, 'Neurologic neglect syndrome': 4, 'Cardiovascular function test': 1, 'Creatinine urine increased': 1, 'Heparin-induced thrombocytopenia test': 5, 'Splenic rupture': 4, 'Epicondylitis': 11, 'Arachnoid web': 1, 'Spontaneous haemorrhage': 7, 'Catheter site thrombosis': 1, 'Manic symptom': 3, 'Tumour haemorrhage': 2, 'Magnetic resonance imaging whole body': 2, 'Biopsy soft tissue': 2, 'Acute megakaryocytic leukaemia': 1, 'Foot deformity': 7, 'Urine transitional cells present': 2, 'Blood immunoglobulin E increased': 10, 'Viral labyrinthitis': 2, 'Splenic vein thrombosis': 8, 'Band neutrophil count increased': 3, 'Metabolic syndrome': 1, 'Eye infection viral': 2, 'Pathogen resistance': 2, 'Vascular pseudoaneurysm': 2, 'Treponema test': 20, 'Anti-aquaporin-4 antibody': 2, 'Pancreatitis relapsing': 1, 'Albumin globulin ratio increased': 3, 'Altered pitch perception': 1, 'Blood oestrogen decreased': 3, 'Skin bacterial infection': 3, 'Optic nerve injury': 2, 'Cardiac sarcoidosis': 1, 'Diverticulum intestinal': 10, 'Ophthalmic vein thrombosis': 1, 'Imaging procedure abnormal': 11, 'Testis cancer': 2, 'Premenstrual pain': 7, 'Genital disorder': 1, 'Pleural thickening': 4, 'Haemodialysis': 11, 'Body mass index increased': 1, 'Hysteroscopy': 2, 'Exposure via eye contact': 1, 'Nasal cavity mass': 2, 'Perinephric oedema': 2, 'Chemical burn': 3, 'Dehiscence': 1, 'Mitogen stimulation test': 1, 'Brain scan normal': 10, 'Escherichia test positive': 10, 'Scan abdomen abnormal': 1, 'Macular hole': 3, 'Joint arthroplasty': 1, 'Tonsillar haemorrhage': 2, 'Blood thromboplastin': 2, 'Biliary dilatation': 4, 'Histamine release test': 1, 'Fear of eating': 4, 'Dyspnoea paroxysmal nocturnal': 4, 'Culture wound positive': 3, 'Labile blood pressure': 7, \"Peau d'orange\": 2, 'Large intestine perforation': 2, 'Trigeminal nerve disorder': 13, 'CD4 lymphocyte percentage decreased': 1, 'Dermatophagia': 1, 'Target skin lesion': 1, 'Catecholamines urine': 2, 'Blood heavy metal abnormal': 1, 'Systemic scleroderma': 2, 'Cytokine storm': 6, 'Otic examination normal': 1, 'Increased insulin requirement': 8, 'Coronavirus test positive': 2, 'Histamine abnormal': 2, 'Impulsive behaviour': 3, 'Viral upper respiratory tract infection': 3, 'Immunoglobulins decreased': 2, 'Endometriosis': 3, 'Joint warmth': 10, 'Logorrhoea': 11, 'Occult blood positive': 10, 'Negative thoughts': 5, 'Polydipsia': 10, 'Vaccination site hyperaesthesia': 1, 'Base excess decreased': 1, 'Renal injury': 3, 'Laryngoscopy abnormal': 1, 'Adnexa uteri mass': 3, 'Vaccination site abscess': 1, 'Reflexes abnormal': 7, 'Locked-in syndrome': 2, 'Uterine contractions abnormal': 4, 'Cardiac ventriculogram left': 2, 'Hyperphagia': 3, 'Surgical procedure repeated': 1, 'Electrocardiogram ST segment': 1, 'X-ray dental normal': 7, 'Terminal state': 4, 'Excessive granulation tissue': 1, 'Middle ear inflammation': 1, 'Viral parotitis': 1, 'Rubber sensitivity': 3, 'Bronchial secretion retention': 4, 'Eyelid skin dryness': 6, 'Injection site joint discomfort': 3, 'Visual brightness': 5, 'Genital contusion': 1, 'Incisional drainage': 8, 'Radial pulse abnormal': 7, 'Genital lesion': 8, 'Scleral oedema': 2, 'Hepatic cirrhosis': 10, 'Portal hypertension': 4, 'Internal fixation of fracture': 2, 'Hepatitis C': 3, 'Biopsy lymph gland normal': 1, 'Lip cosmetic procedure': 1, 'Prosopagnosia': 3, 'Amniotic fluid volume decreased': 1, 'Sunscreen sensitivity': 1, 'Face and mouth X-ray normal': 2, 'Pulmonary imaging procedure normal': 1, 'Penis disorder': 2, 'Albumin globulin ratio normal': 40, 'Thyroxine increased': 3, 'Device dependence': 1, 'Mucosal inflammation': 10, 'Exposure to extreme temperature': 2, 'Shoulder deformity': 2, 'Reactive airways dysfunction syndrome': 1, 'Exercise lack of': 4, 'Gene mutation': 14, 'Cerebral ventricle dilatation': 3, 'Neuritis': 11, 'Dementia with Lewy bodies': 1, 'Calcinosis': 1, 'Blood corticotrophin': 2, 'Anterior chamber inflammation': 1, 'Premature rupture of membranes': 6, 'Cytogenetic abnormality': 3, 'CSF lactate dehydrogenase normal': 1, 'Blood immunoglobulin A normal': 3, 'Occult blood': 5, 'Pressure of speech': 6, 'Reaction to food additive': 1, 'Thyroid hormones increased': 2, 'Wrong device used': 4, 'Bronchial wall thickening': 1, 'Calcium ionised normal': 2, 'Meningism': 4, 'Vulvovaginal inflammation': 2, 'Right ventricular hypertrophy': 4, 'Pelvic fluid collection': 2, 'Vocal cord paralysis': 6, 'Synovial fluid analysis abnormal': 4, 'Cerebellar ataxia': 2, 'H1N1 influenza': 5, 'Tensor fasciae latae syndrome': 1, 'Activated protein C resistance test positive': 1, 'Scleritis': 9, 'Exposure via contaminated device': 1, 'Laryngeal tremor': 1, 'Recalled product administered': 2, 'Uterine cervical pain': 1, 'Lichen sclerosus': 3, 'Prenatal screening test': 3, 'Hypernatraemia': 8, 'Flat affect': 4, 'Cardiovascular function test normal': 1, 'Electrocardiogram QRS complex abnormal': 3, 'Urinary casts absent': 2, 'Arteriovenous malformation': 2, 'Otoscopy': 2, 'Malabsorption': 1, 'Spinal fusion surgery': 4, 'Uterine contractions during pregnancy': 15, 'Oral administration complication': 1, 'Penile haemorrhage': 2, 'Conjunctival disorder': 2, 'Cholecystitis acute': 9, 'Hydrocholecystis': 2, 'Chronic respiratory failure': 6, 'Laryngoscopy normal': 3, 'Oedema blister': 1, 'Rhinophyma': 2, 'Tympanic membrane disorder': 1, 'Syphilis': 2, 'Costovertebral angle tenderness': 4, 'Impaired self-care': 7, 'Lumbar spinal stenosis': 3, 'Pelvic haemorrhage': 2, 'Bone scan': 2, 'Breath sounds absent': 3, 'Giardiasis': 2, 'Inadequate aseptic technique in use of product': 1, 'C1 esterase inhibitor test': 3, 'Device use error': 1, 'Vulvovaginitis': 2, 'Product selection error': 2, 'Assisted reproductive technology': 1, 'Pelvic haematoma': 2, 'Multipathogen PCR test': 3, 'Tri-iodothyronine free': 4, 'Septic screen': 3, 'Labile hypertension': 1, 'Skin injury': 6, 'Auditory nerve disorder': 1, 'Contrast media reaction': 1, 'Peptostreptococcus infection': 1, 'Peripheral sensorimotor neuropathy': 4, 'Incorrect dosage administered': 1, 'Placental calcification': 1, 'Omental infarction': 3, 'Hand dermatitis': 5, 'Brain midline shift': 2, 'Subdural haematoma evacuation': 2, 'Defect conduction intraventricular': 2, 'Polymyositis': 1, 'Ischaemic cardiomyopathy': 3, 'Injection site fibrosis': 2, 'Eye paraesthesia': 2, 'Injection site exfoliation': 4, 'Peripheral nerve palsy': 4, 'Complement factor C4 decreased': 7, 'Appendix disorder': 4, 'Heat oedema': 1, 'Haemoglobin urine present': 3, 'Foetal non-stress test': 4, 'Palpable purpura': 4, 'Urinary system x-ray abnormal': 2, 'Stroke in evolution': 1, 'Left atrial enlargement': 4, 'Urine osmolarity normal': 1, 'Viral titre': 2, 'Chloasma': 1, 'Extravasation': 2, 'Circumstance or information capable of leading to device use error': 1, 'Embolism': 7, 'Blister infected': 1, 'Hallucination, tactile': 1, 'Smear vaginal normal': 3, 'Aspartate aminotransferase decreased': 15, 'Protein albumin ratio increased': 2, 'Glossopharyngeal neuralgia': 1, 'Venous oxygen partial pressure': 1, 'Retinal infarction': 2, 'Oscillopsia': 1, 'Congenital anomaly': 1, 'Infusion related hypersensitivity reaction': 1, 'Terminal insomnia': 5, 'High risk pregnancy': 4, 'Biopsy oesophagus normal': 2, 'Cardiac pacemaker adjustment': 2, 'Ultrasound foetal': 6, 'Stress echocardiogram': 7, 'NIH stroke scale score increased': 6, 'Phonophobia': 4, 'Microcytic anaemia': 4, 'PO2 abnormal': 1, 'Spleen disorder': 3, 'Superinfection': 2, 'Ischaemic skin ulcer': 1, 'Vulvovaginal burning sensation': 8, 'Stress echocardiogram abnormal': 2, 'Sarcoidosis': 6, 'Red blood cell anisocytes present': 2, 'Hepatic vein thrombosis': 3, 'Diphtheria': 1, 'Renal replacement therapy': 2, 'Stupor': 6, 'Neuropathic ulcer': 1, 'Quadrantanopia': 1, 'Coma acidotic': 1, 'Overgrowth fungal': 1, 'Carbohydrate antigen 19-9 increased': 1, 'Metatarsalgia': 1, 'Body fluid analysis': 3, 'Cardiac electrophysiologic study': 2, 'Blood bilirubin unconjugated': 1, 'Orthostatic heart rate response increased': 2, 'Scrotal disorder': 1, 'Blood pressure diastolic abnormal': 1, 'Carotid artery stent insertion': 2, 'CSF immunoglobulin G index': 1, 'Anti-GAD antibody': 1, 'Clostridium test negative': 7, 'Cytology normal': 3, 'Massage': 2, 'Tooth repair': 1, 'Endometrial cancer': 3, 'Myopathy': 5, 'Lipoatrophy': 2, 'Skin indentation': 9, 'Pulmonary function test normal': 7, 'Skin depigmentation': 2, 'Iodine uptake decreased': 2, 'Thyroid gland scan abnormal': 1, 'Bone fragmentation': 1, 'Ejection fraction abnormal': 4, 'PCO2 normal': 4, 'Cognitive linguistic deficit': 3, 'Prostate cancer metastatic': 1, 'Retention cyst': 1, 'Pelvic inflammatory disease': 2, 'Abstains from alcohol': 1, 'Ehlers-Danlos syndrome': 3, 'Hepatitis acute': 2, 'Human chorionic gonadotropin positive': 5, 'Derealisation': 5, 'Speech disorder developmental': 9, 'Carbohydrate antigen 125': 1, 'Transferrin increased': 1, 'Light chain analysis normal': 1, 'Stenotrophomonas infection': 2, 'Therapeutic product effect decreased': 1, 'Cystoid macular oedema': 2, 'Ultrasound eye abnormal': 3, 'Orthopaedic examination abnormal': 4, 'Keratosis pilaris': 3, 'Positron emission tomogram abnormal': 6, 'Loss of dreaming': 1, 'Faecal vomiting': 3, 'Mean cell haemoglobin concentration increased': 5, 'Tinea infection': 5, 'Peak expiratory flow rate decreased': 4, 'Helicobacter test': 2, 'Lower limb fracture': 4, 'Faecal volume increased': 1, 'Haematocrit abnormal': 1, 'Glucose tolerance test abnormal': 1, 'Ultrasound biliary tract normal': 3, 'Status epilepticus': 17, \"Brudzinski's sign\": 1, 'Biopsy bone marrow abnormal': 14, 'Compression fracture': 3, 'Eyeglasses therapy': 1, 'Coronary artery thrombosis': 5, 'Vertebral artery occlusion': 4, 'CSF neutrophil count increased': 7, 'Needle track marks': 1, 'Meningitis viral': 8, 'C-reactive protein abnormal': 3, 'Ceruloplasmin': 3, 'HLA-B*27 positive': 2, 'Paraesthesia ear': 9, 'Prostatomegaly': 7, 'Skin laxity': 2, 'Cystitis interstitial': 6, 'Explorative laparotomy': 3, 'Band neutrophil percentage': 5, 'Crystal urine present': 5, 'Toxicologic test normal': 14, 'Radial nerve injury': 3, 'Granuloma': 5, 'Eczema asteatotic': 1, 'Occult blood negative': 6, \"Tinel's sign\": 2, 'Blood smear test normal': 4, 'Vulval oedema': 1, 'Skin culture': 4, 'Microbiology test normal': 1, 'Orthostatic hypertension': 6, 'Radioallergosorbent test negative': 1, 'Sickle cell anaemia with crisis': 3, 'Urinary tract disorder': 8, 'Corneal opacity': 3, 'Endoscopy gastrointestinal normal': 1, 'Gingival recession': 1, 'Blood cholesterol decreased': 2, 'Blood urea abnormal': 3, 'Low cardiac output syndrome': 1, 'Periorbital pain': 18, 'Immune complex assay': 7, 'Genital paraesthesia': 2, 'Panophthalmitis': 1, 'Transient acantholytic dermatosis': 1, 'Erythema dyschromicum perstans': 1, 'Anorectal swelling': 1, 'Drain site complication': 1, 'Exploratory operation': 1, 'Intra-abdominal haemorrhage': 2, 'Urinary tract pain': 4, 'Eye ulcer': 1, 'Injection site nerve damage': 7, 'C1 esterase inhibitor test normal': 4, 'Sudden visual loss': 5, 'Tuberculin test negative': 2, 'Vertebral lateral recess stenosis': 1, 'Magnetic resonance imaging thoracic normal': 4, 'Medial tibial stress syndrome': 2, 'T-lymphocyte count increased': 1, 'Coxsackie virus test positive': 1, 'Intra-aortic balloon placement': 2, 'Parvovirus B19 test negative': 4, 'Exposure to tobacco': 1, 'Sports injury': 1, 'Cor pulmonale': 1, 'Granulocytopenia': 1, 'Mallampati score': 1, 'Fibronectin normal': 1, 'Upper airway obstruction': 3, 'Cystoscopy abnormal': 2, 'Gingival ulceration': 4, 'Red blood cell schistocytes': 1, 'Hepatic function abnormal': 7, 'Abscess rupture': 1, 'Bronchoalveolar lavage normal': 3, 'Central nervous system vasculitis': 1, 'Herpes simplex test': 10, 'Ultrasound scan vagina abnormal': 2, 'Oropharyngeal stenosis': 1, 'Retroperitoneal effusion': 1, 'Gingival discolouration': 3, 'Neuromyelitis optica spectrum disorder': 4, 'Toxic epidermal necrolysis': 2, 'Fraction of inspired oxygen': 2, 'Osteosclerosis': 1, 'Galactostasis': 1, 'Micturition disorder': 2, 'Immunoglobulins': 6, 'Gastritis bacterial': 1, 'Abdominal wall haemorrhage': 1, 'Eye muscle recession': 1, 'Blood lactate dehydrogenase abnormal': 1, 'Pneumococcal sepsis': 1, 'pH body fluid': 3, 'Cardiac imaging procedure abnormal': 4, 'Cardiac valve disease': 1, 'Romberg test positive': 5, 'Albumin globulin ratio abnormal': 1, 'Saliva altered': 5, 'Vitamin B12 decreased': 11, 'Muscle rupture': 3, 'Trichomoniasis': 2, 'Internal capsule infarction': 3, 'Pyuria': 4, 'Hyperchlorhydria': 3, 'Chondrocalcinosis': 1, 'Carcinoid syndrome': 1, 'Vaccination site necrosis': 1, 'Polychondritis': 4, 'X-ray with contrast lower gastrointestinal tract': 2, 'Protein S': 10, 'Gastric varices': 1, 'Hepatitis B surface antibody positive': 1, 'Monocytosis': 4, 'Interleukin level increased': 3, 'Vertebral foraminal stenosis': 10, 'Colloid brain cyst': 1, 'Visual acuity tests normal': 3, 'Endoscopic swallowing evaluation': 2, 'Lipoma': 1, 'Ultrasound uterus abnormal': 4, 'Blood luteinising hormone increased': 2, 'Coma scale normal': 3, 'Arterial rupture': 3, 'Spinal cord compression': 2, 'Heterotaxia': 1, 'Skin necrosis': 7, 'Phrenic nerve injury': 2, 'Thrombin-antithrombin III complex normal': 2, 'Vitamin B12 increased': 10, 'Gynaecological examination': 5, 'Fracture': 7, 'Bacteriuria': 3, 'Cataract operation': 1, 'Haematoma evacuation': 3, 'Hysterectomy': 7, 'Thyroxine normal': 13, 'Arthritis infective': 1, 'Calculus urinary': 1, 'Porphyria acute': 2, 'Coronary artery dissection': 7, 'Renal atrophy': 1, 'Pudendal canal syndrome': 1, 'Joint instability': 17, 'Wound haemorrhage': 3, 'Intranasal paraesthesia': 2, 'Musculoskeletal foreign body': 1, 'Biopsy heart abnormal': 3, 'Total cholesterol/HDL ratio normal': 2, 'Endodontic procedure': 2, 'Electrocardiogram P wave biphasic': 1, 'Dysphoria': 4, 'LDL/HDL ratio decreased': 2, 'Neonatal disorder': 3, 'Diaphragmatic hernia': 3, 'Abscess intestinal': 2, 'Anti factor VIII antibody increased': 2, 'Neurological decompensation': 2, 'Bipolar disorder': 2, 'Paraneoplastic syndrome': 1, 'Epiploic appendagitis': 4, 'Red blood cell count abnormal': 2, 'Paraproteinaemia': 1, 'Pulmonary haematoma': 1, 'Live birth': 4, 'Hereditary spherocytosis': 1, 'Gastrointestinal oedema': 5, 'Myasthenia gravis crisis': 3, 'Injection site hypertrophy': 1, 'Rash scarlatiniform': 2, 'Placental disorder': 3, 'Hypocoagulable state': 1, 'Wound drainage': 5, 'Product use complaint': 2, 'Haemorrhoidal haemorrhage': 3, 'Pancreatic enzymes increased': 4, 'Electrocardiogram PR segment depression': 5, 'Blood cadmium': 1, 'Thoracic operation': 1, 'Faeces hard': 6, 'Biopsy brain': 4, 'Red blood cell analysis': 1, 'Stiff skin syndrome': 2, 'Irregular sleep wake rhythm disorder': 3, 'Urethral disorder': 1, 'Tattoo': 2, 'Physical capacity evaluation': 1, 'Hepatitis A virus test': 7, 'Radius fracture': 2, 'Acute undifferentiated leukaemia': 1, 'Parasite blood test': 1, 'End stage renal disease': 9, 'Chromosomal analysis': 2, 'Plantar erythema': 2, 'Anticoagulation drug level below therapeutic': 1, 'Ototoxicity': 1, 'Visual acuity tests abnormal': 2, 'Ultrasound pelvis abnormal': 6, 'Deposit eye': 1, 'Bulbar palsy': 1, 'Genital haemorrhage': 1, 'Dissociative amnesia': 2, 'Apolipoprotein': 1, 'Bleeding time abnormal': 1, 'Platelet function test abnormal': 2, 'Urinary occult blood negative': 2, 'Albumin CSF normal': 1, 'CSF electrophoresis': 1, 'CSF myelin basic protein normal': 2, 'Illusion': 8, 'Paradoxical pressor response': 1, 'Anti-transglutaminase antibody': 3, 'Red blood cell sedimentation rate decreased': 1, 'Cutaneous lupus erythematosus': 1, 'Belligerence': 3, 'Spinal operation': 3, 'Aortitis': 1, 'Aortic valve replacement': 2, 'Insulin resistant diabetes': 1, 'Urine electrolytes normal': 4, 'Foreign body in eye': 2, 'Dental leakage': 1, 'Ovulation delayed': 2, 'Sick relative': 5, 'Herpes zoster meningitis': 1, 'Culture wound negative': 3, 'Cytomegalovirus test positive': 3, 'Ebola disease': 1, 'Fat necrosis': 1, 'Hand deformity': 6, 'CNS ventriculitis': 1, 'Rehabilitation therapy': 1, 'Biopsy abdominal wall': 1, 'Renal embolism': 3, 'Nasal polyps': 2, 'Injection site necrosis': 1, 'Cholangitis': 7, 'Complement factor normal': 8, 'Blood HIV RNA': 1, 'Hypertensive heart disease': 3, 'Colonoscopy normal': 5, 'Intentional underdose': 1, 'Myocardial rupture': 2, 'Blood electrolytes abnormal': 3, 'Hyperexplexia': 2, 'Foetal disorder': 1, 'Fundoscopy normal': 1, 'CSF myelin basic protein increased': 3, 'Ectopic pregnancy termination': 4, 'Anti-zinc transporter 8 antibody positive': 1, 'Insulin C-peptide': 1, 'Cytomegalovirus infection': 1, 'Brain natriuretic peptide decreased': 2, 'Bronchostenosis': 1, 'Dermatomyositis': 4, 'Cervical vertebral fracture': 3, 'Lymphocyte morphology abnormal': 2, 'Myelocyte count': 2, 'Sexual dysfunction': 3, 'HIV test false positive': 3, 'Full blood count increased': 1, 'Facial operation': 1, 'Gastric lavage': 1, 'Reaction to excipient': 2, 'Ventricular arrhythmia': 6, 'Carotid pulse': 2, 'Coagulation time shortened': 2, 'Pain management': 1, 'White coat hypertension': 7, 'Urine protein/creatinine ratio': 3, 'Diabetic foot infection': 1, 'Myoglobin urine': 1, 'Pemphigus': 3, 'Rubella antibody test': 1, 'Anti-glomerular basement membrane antibody positive': 2, 'Gastrointestinal hypomotility': 1, 'Allergic reaction to excipient': 1, 'Irregular sleep phase': 3, 'Oropharyngeal plaque': 2, 'Arteriogram': 1, 'Noninfective sialoadenitis': 5, 'Red ear syndrome': 2, 'Tooth discolouration': 3, 'Breast disorder': 1, 'Tongue haematoma': 1, 'Blood parathyroid hormone increased': 3, 'Rectal examination': 1, 'Breast operation': 1, 'Tissue expansion procedure': 1, 'Vestibular function test normal': 1, 'Inhalation therapy': 2, 'Nasal ulcer': 2, 'Nasal herpes': 3, 'Tooth extraction': 3, 'Phlebolith': 1, 'Muscle tension dysphonia': 1, 'Right ventricular enlargement': 2, 'Antiplatelet therapy': 1, 'Mitral valve calcification': 1, 'Cerebral microangiopathy': 3, 'Muscle strength normal': 1, 'Blood cannabinoids': 1, 'Mental disability': 1, 'Blood insulin increased': 3, 'Post procedural complication': 2, 'CSF cell count decreased': 2, 'Lung transplant': 1, 'Laser therapy': 1, 'Carbohydrate antigen 27.29 increased': 1, 'Seizure cluster': 4, 'Blood luteinising hormone': 3, 'Coma scale abnormal': 9, 'Rhinovirus infection': 2, 'Haemochromatosis': 1, 'Symptom recurrence': 3, 'White blood cells stool': 1, 'Chronic hepatitis C': 2, 'Nocturia': 8, 'Renal transplant': 1, 'Coronavirus test negative': 4, 'Amphetamines positive': 1, 'Potassium hydroxide preparation': 1, 'Ureterolithotomy': 1, 'Radiotherapy': 5, 'Mycobacterium test': 4, 'Urobilinogen urine decreased': 6, 'Hepatic mass': 4, 'Vascular calcification': 2, 'Subretinal fluid': 1, 'Femur fracture': 5, 'Coombs negative haemolytic anaemia': 2, 'Physical disability': 8, 'Urethral bulking agent injection': 1, 'Menarche': 3, 'Endometrial ablation': 1, 'Urine cytology': 1, 'Hyperplasia': 1, 'Electrocardiogram ambulatory abnormal': 2, 'Vagal nerve stimulator implantation': 1, 'In vitro fertilisation': 5, 'Oxygen consumption decreased': 4, 'Ileocolostomy': 1, 'Multi-organ disorder': 3, 'Hyperkeratosis': 3, 'Aortic bruit': 1, 'Hepatitis B virus test': 6, 'Fluorescence angiogram abnormal': 3, 'Blood thyroid stimulating hormone abnormal': 2, 'Thyroiditis acute': 3, 'SARS-CoV-2 RNA increased': 2, 'Detoxification': 1, 'Central nervous system stimulation': 1, 'Pain threshold decreased': 1, 'Alanine aminotransferase abnormal': 1, 'Adhesion': 1, 'Laparotomy': 3, 'Influenza A virus test positive': 8, 'Suspiciousness': 1, 'Hepatitis B DNA increased': 1, 'Synovial fluid crystal present': 2, 'Visual field tests normal': 2, 'Exaggerated startle response': 2, 'Computerised tomogram of gallbladder': 1, 'Gun shot wound': 1, 'Hepatitis viral test': 7, 'Thalassaemia minor': 1, 'Glucose tolerance test normal': 3, 'Hernia': 3, 'Thyrotoxic crisis': 1, 'Peripheral venous disease': 7, 'Hereditary angioedema': 3, 'Cervicobrachial syndrome': 1, 'Optical coherence tomography normal': 1, 'Fibronectin': 1, 'Laziness': 4, 'Product physical issue': 2, 'Schizophrenia': 1, 'Right ventricular dilatation': 7, 'Collagen disorder': 1, 'Venous thrombosis': 10, 'Intraocular pressure test abnormal': 3, 'Cystitis-like symptom': 1, 'Antibody test normal': 2, 'Nasal cavity packing': 5, 'Oxygen consumption': 2, 'Pulse waveform': 1, 'CSF cell count normal': 12, 'Oesophageal discomfort': 4, 'Analgesic drug level therapeutic': 2, 'Pulmonary artery compression': 1, 'Therapy cessation': 2, 'Escherichia bacteraemia': 6, 'Glomerulosclerosis': 1, 'Hypertensive encephalopathy': 4, 'Mycobacterium tuberculosis complex test positive': 2, 'Secondary progressive multiple sclerosis': 2, 'External compression headache': 4, 'Exercise electrocardiogram': 4, 'Systolic dysfunction': 3, 'Reflux laryngitis': 2, 'High density lipoprotein': 2, 'Parvovirus B19 test positive': 1, 'Oral mucosal roughening': 3, 'Fibula fracture': 1, 'Nail injury': 1, 'Urine uric acid increased': 1, 'Vitamin B12 deficiency': 5, 'Otoscopy abnormal': 1, 'Bladder mass': 2, 'Respiratory tract oedema': 9, 'Scan myocardial perfusion abnormal': 1, 'Intestinal dilatation': 3, 'Hepatitis B surface antibody negative': 1, 'Nephrosclerosis': 1, 'Alpha 1 globulin normal': 2, 'Vitreous degeneration': 1, 'Renal tubular injury': 2, 'Anti factor V antibody': 1, 'Lipoprotein (a)': 2, 'Pulmonary alveolar haemorrhage': 2, 'Antipsychotic drug level': 1, 'Traumatic haematoma': 1, 'Hernia repair': 5, 'Thunderclap headache': 5, 'Specific gravity urine': 3, 'Aortic valve stenosis': 2, 'Hepatitis A virus test positive': 1, 'Blood pressure orthostatic increased': 1, 'Exposure to contaminated device': 1, \"Russell's viper venom time abnormal\": 2, 'Hostility': 1, 'Implant site haemorrhage': 1, 'Liver abscess': 4, 'Helplessness': 5, 'Insulin-requiring type 2 diabetes mellitus': 2, 'Escherichia sepsis': 4, 'Feelings of worthlessness': 1, 'Creatinine renal clearance decreased': 3, 'Blindness cortical': 1, 'CSF lymphocyte count normal': 3, 'Computerised tomogram kidney abnormal': 2, 'Leukaemia recurrent': 1, 'Cardiac ventriculogram': 2, 'Visual pathway disorder': 2, 'Hepatic vein dilatation': 1, 'Breast prosthesis user': 2, 'Testicular failure': 1, 'Escherichia test negative': 2, 'Human herpes virus 6 serology negative': 3, 'Electrocardiogram PR shortened': 3, 'Intraocular pressure test normal': 1, 'Tri-iodothyronine free increased': 1, 'Rectal examination normal': 1, 'ADAMTS13 inhibitor screen assay': 1, 'Microangiopathic haemolytic anaemia': 1, 'Pseudohyponatraemia': 2, 'Anti-NMDA antibody': 2, 'Encephalitis autoimmune': 5, 'Haemostasis': 2, 'Foetal growth abnormality': 2, 'Spondylitis': 13, 'Factor IX deficiency': 1, 'Beta 2 globulin': 1, 'Band neutrophil count decreased': 1, 'CSF culture positive': 2, 'Foetal biophysical profile score abnormal': 4, 'Arterial catheterisation abnormal': 1, 'Retinoscopy': 1, 'Band neutrophil count': 2, 'Metamyelocyte count increased': 2, 'Vestibular function test': 5, 'Semen discolouration': 1, 'Electrocardiogram ST segment normal': 1, 'Ultrasound ovary': 1, 'Thalassaemia': 2, 'Enzyme abnormality': 2, 'Tympanic membrane hyperaemia': 3, 'Alveolar-arterial oxygen gradient': 1, 'Eye infection bacterial': 3, 'Vital capacity normal': 2, 'Symmetrical drug-related intertriginous and flexural exanthema': 1, 'Smear vaginal abnormal': 1, 'Cholestasis': 2, 'Steatohepatitis': 1, 'Effusion': 9, 'Pulmonary arterial pressure abnormal': 1, 'Smooth muscle antibody negative': 4, 'Eye laser surgery': 1, 'Human chorionic gonadotropin decreased': 19, 'Blood bilirubin abnormal': 2, 'Cerebral cavernous malformation': 3, 'Gangrene': 4, \"Reynold's syndrome\": 2, 'Cerebrovascular operation': 1, 'Implant site induration': 1, 'Epstein-Barr virus test positive': 9, 'Coxsackie virus test': 4, 'Lupus nephritis': 1, 'Kussmaul respiration': 1, 'Genotype drug resistance test': 1, 'Pelvic girdle pain': 5, 'Cardiac septal hypertrophy': 2, 'Sacroiliitis': 2, 'Bronchoscopy': 7, 'Cerebral microembolism': 1, 'Tumour marker test': 1, 'Laryngomalacia': 1, 'SARS-CoV-1 test positive': 2, 'Synovial fluid cell count': 2, 'Superficial injury of eye': 2, 'Lichenoid keratosis': 4, 'Dental care': 2, 'Brain tumour operation': 1, 'Glioblastoma': 1, 'Coombs test negative': 1, 'Enterocolitis infectious': 1, 'Haematology test normal': 8, 'CSF virus no organisms observed': 4, 'Pharyngitis bacterial': 1, 'Carditis': 1, 'Histamine level': 4, 'Periorbital cellulitis': 4, 'Pyelocaliectasis': 1, 'Double stranded DNA antibody positive': 4, 'Pneumobilia': 2, 'Myasthenic syndrome': 1, 'Nipple exudate bloody': 3, 'Skin hypopigmentation': 2, 'Product lot number issue': 1, 'Skin hypertrophy': 12, 'Pulpitis dental': 2, 'Coronary artery embolism': 1, 'Anorectal disorder': 1, 'Connective tissue disorder': 2, 'Lymphocytosis': 6, 'Finger deformity': 2, 'Suprapubic pain': 4, 'Autoimmune hypothyroidism': 1, 'Post procedural infection': 1, 'Skin temperature': 1, 'Disseminated tuberculosis': 1, 'Injection site joint inflammation': 1, 'Vocal cord inflammation': 1, 'Arteriovenous fistula site haemorrhage': 1, 'Subclavian vein stenosis': 1, 'Retinal vascular occlusion': 4, 'Delusional perception': 2, 'Nerve stimulation test': 4, 'Product odour abnormal': 3, 'Vulvovaginal injury': 1, 'CSF white blood cell count negative': 6, 'Inflammatory pseudotumour': 1, 'Axial spondyloarthritis': 1, 'Excessive exercise': 1, 'Tumour pain': 1, 'Skin cosmetic procedure': 2, 'Malignant hypertension': 4, 'Atrial enlargement': 3, 'Cardiac pharmacologic stress test': 2, 'Surgical stapling': 1, 'Coagulation factor increased': 1, 'Bile acid malabsorption': 2, 'HIV infection': 1, 'Product colour issue': 4, 'Cardiac valve vegetation': 1, 'Product packaging quantity issue': 1, 'Inner ear inflammation': 11, 'Hypertonic bladder': 4, 'Anal inflammation': 1, 'Coagulation factor VIII level increased': 1, 'Tonsillectomy': 1, 'Mucosal disorder': 5, 'Lithotripsy': 1, 'Blood ketone body increased': 3, 'Gastritis haemorrhagic': 1, 'Blood electrolytes decreased': 2, 'Gingival abscess': 1, 'Neuromyopathy': 3, 'Nasal mucosal blistering': 5, 'Urticaria chronic': 4, 'Foetal growth restriction': 4, 'Vasculitic rash': 8, 'Hypoventilation': 2, 'Benign lymph node neoplasm': 1, 'Conjunctival pallor': 1, 'Electrocardiogram QT interval normal': 2, 'COVID-19 screening': 2, 'Colour blindness': 3, 'Giardia test': 1, 'CSF white blood cell differential': 2, 'Hypobarism': 2, 'Superior sagittal sinus thrombosis': 8, 'Diagnostic aspiration': 5, 'Bartonella test negative': 1, 'Motor neurone disease': 3, 'Tracheal stenosis': 1, 'Endocrine test': 3, 'Scan myocardial perfusion normal': 2, 'Thyroid function test abnormal': 7, 'LDL/HDL ratio': 3, 'CSF protein abnormal': 2, 'Leptospirosis': 1, 'Hypersensitivity pneumonitis': 4, 'Urogram': 2, 'Dorsal ramus syndrome': 1, 'Arterial stent insertion': 2, 'Tinea pedis': 1, 'Fluctuance': 2, 'Ligament rupture': 3, 'CSF protein': 3, 'Application site swelling': 1, 'Sticky skin': 2, 'Seroma drainage': 1, 'Haemorrhagic urticaria': 1, 'Blood phosphorus increased': 7, 'Oestradiol': 3, 'Immunodeficiency common variable': 2, 'Stenosis': 3, 'Spinal cord injury thoracic': 1, 'Sweat discolouration': 1, 'Dermatillomania': 3, 'Joint space narrowing': 3, 'Dropped head syndrome': 1, 'Hypermetabolism': 2, 'Osteopenia': 6, 'Ankle operation': 1, 'Listeria test': 3, 'Restrictive pulmonary disease': 2, 'Peripheral artery aneurysm': 2, 'Cor pulmonale acute': 9, 'Application site inflammation': 1, 'Presbyacusis': 1, 'Haemoglobinuria': 2, 'Onychalgia': 2, 'Cardiac operation': 5, 'Intentional self-injury': 2, 'Poor feeding infant': 1, 'Carboxyhaemoglobin': 2, 'Melanoma recurrent': 2, 'Brain abscess': 2, 'Analgesic intervention supportive therapy': 1, 'Onychoclasis': 2, 'Cyclic vomiting syndrome': 3, 'Premature baby': 2, 'Congenital skin dimples': 2, 'Single photon emission computerised tomogram': 2, 'Psychomotor skills impaired': 3, 'Vasospasm': 3, 'Ovarian disorder': 1, 'Ultrasound uterus normal': 1, 'Endoscopic retrograde cholangiopancreatography': 5, 'Oropharyngeal oedema': 4, 'Hypokalaemic syndrome': 2, 'Genital hypoaesthesia': 2, 'Biliary tract disorder': 2, 'Jaundice cholestatic': 2, 'Migraine without aura': 2, 'Glomerulonephritis': 2, 'Hyperemesis gravidarum': 3, 'Meniscus injury': 5, 'Device dislocation': 1, 'Biopsy bone abnormal': 1, 'NIH stroke scale score decreased': 1, 'Clubbing': 1, 'Blood uric acid abnormal': 1, 'Genital swelling': 8, 'Urinary tract obstruction': 1, 'Enterobacter bacteraemia': 1, 'Pityriasis rubra pilaris': 1, 'Intracerebral haematoma evacuation': 2, 'Subchorionic haemorrhage': 2, 'Fracture treatment': 1, 'Stiff leg syndrome': 2, 'Bone density abnormal': 4, 'Tongue geographic': 1, 'Blood alcohol normal': 1, 'Blood copper increased': 1, 'Lactose intolerance': 2, 'Pancreatic mass': 2, 'Moyamoya disease': 1, 'Cerebellar embolism': 1, 'Nerve root injury': 1, 'NIH stroke scale abnormal': 5, 'Vascular occlusion': 3, 'Scleritis allergic': 1, 'Vascular graft': 2, 'Carotid artery disease': 2, 'Wound infection': 1, 'Soft tissue inflammation': 1, 'Blood cholinesterase normal': 1, 'Blood fibrinogen abnormal': 1, 'Vaccine breakthrough infection': 2, 'Peripheral artery angioplasty': 1, 'Pectus excavatum': 1, 'Hepatic cancer metastatic': 1, 'Sigmoidoscopy abnormal': 2, 'Hippus': 1, 'Retinal vein thrombosis': 1, 'Fibroadenoma of breast': 2, 'Artery dissection': 2, 'Depression suicidal': 2, 'Vascular test abnormal': 1, 'Cytopenia': 1, 'Human anaplasmosis': 1, 'Biopsy muscle abnormal': 1, 'Necrosis': 3, 'Biopsy lung abnormal': 1, 'Bacteroides bacteraemia': 1, 'Thrombosis in device': 1, \"DiGeorge's syndrome\": 1, 'Tuberous sclerosis complex': 1, 'Nephrotic syndrome': 3, 'Computerised tomogram coronary artery': 5, 'Hysteroscopy abnormal': 1, 'Iron binding capacity total increased': 2, 'Ovarian cyst ruptured': 2, 'Mutism': 1, 'Partial seizures with secondary generalisation': 1, 'Thrombophlebitis septic': 1, \"Nikolsky's sign\": 1, 'Coeliac artery stenosis': 1, 'Ileostomy': 1, 'Hepatobiliary disease': 1, 'Anaemia of malignant disease': 1, 'Metastases to meninges': 1, 'Carotid angioplasty': 1, 'Vascular device user': 2, 'CSF monocyte count negative': 1, 'Gastrointestinal vascular malformation haemorrhagic': 1, 'Protein total abnormal': 3, 'Faecalith': 1, 'Pneumonia pseudomonal': 2, 'Immunosuppressant drug therapy': 2, 'Coagulation factor IX level': 2, 'Bronchogram abnormal': 1, 'Transferrin saturation decreased': 5, 'Rectosigmoid cancer': 1, 'Blood loss anaemia': 4, 'Pulmonary artery thrombosis': 1, 'Rheumatoid factor quantitative': 2, 'Bone scan normal': 1, 'Polycythaemia': 3, 'Lower gastrointestinal haemorrhage': 8, 'Nasopharyngoscopy': 1, 'Eyelid boil': 1, 'Thrombolysis': 9, 'Computerised tomogram kidney': 3, 'Lip and/or oral cavity cancer': 1, 'Pericarditis constrictive': 3, 'Mixed connective tissue disease': 1, 'Mucosal hypertrophy': 3, 'Electroneurography': 1, 'Lactation puerperal increased': 1, 'Alpha 1 globulin increased': 1, 'Endarterectomy': 2, 'Rhesus antigen': 1, 'Lupus pneumonitis': 1, 'Diffuse alopecia': 2, 'Electrocardiogram ST-T segment abnormal': 9, 'Haemangioma': 3, 'Ligament operation': 1, 'Splenic injury': 1, 'Urine flow decreased': 2, 'Rib deformity': 1, 'Urticaria papular': 2, 'Systemic mastocytosis': 1, 'Light chain analysis': 1, 'Blood trypsin': 1, 'Breath holding': 1, 'Alpha 1 foetoprotein normal': 2, 'Immune-mediated encephalitis': 1, 'Total complement activity increased': 2, 'Freezing phenomenon': 7, 'Trichorrhexis': 2, 'Non-high-density lipoprotein cholesterol': 2, 'Biopsy bone marrow normal': 2, 'Bronchoscopy normal': 2, 'Biopsy lung normal': 2, 'Idiopathic interstitial pneumonia': 2, 'Transplant': 1, 'Peptic ulcer haemorrhage': 1, 'Chlamydial infection': 1, 'Substance use disorder': 1, 'Cardiac imaging procedure normal': 1, 'Myotonia': 1, 'Perforation': 1, 'Reticular cell count': 1, 'Borrelia test positive': 2, 'Coxsackie virus test negative': 2, 'Anti factor VIII antibody positive': 2, 'Labia enlarged': 3, 'Oesophageal rupture': 2, 'Ultrasound testes abnormal': 3, 'Mycoplasma test': 2, 'White blood cells urine': 2, 'Gene mutation identification test': 4, 'Mycotic allergy': 1, 'Pericardial disease': 1, \"Tourette's disorder\": 2, 'General physical condition': 2, 'Vaginal odour': 1, 'Cyst removal': 1, 'Ear, nose and throat examination abnormal': 5, 'Factor VIII inhibition': 2, 'Confabulation': 2, 'Quadriplegia': 2, 'Spinal laminectomy': 2, 'Pulmonary artery occlusion': 2, 'Cholangitis sclerosing': 1, 'Electrocardiogram repolarisation abnormality': 1, 'Very low density lipoprotein normal': 1, 'Prosthetic cardiac valve thrombosis': 1, 'Atypical mycobacterial lower respiratory tract infection': 1, 'Persistent postural-perceptual dizziness': 2, 'Thrombotic cerebral infarction': 1, 'Creatinine renal clearance normal': 4, 'Erythroblast count normal': 1, 'Renal colic': 2, 'Testicular disorder': 1, 'Combined immunodeficiency': 1, 'Spider vein': 1, 'Iron binding capacity total decreased': 3, 'Tumour ulceration': 1, 'Immunohistochemistry': 1, 'Biopsy kidney abnormal': 5, 'Bandaemia': 3, 'Cyst rupture': 2, 'Finger licking': 1, 'Therapeutic product ineffective': 1, 'Therapy non-responder': 1, 'Botulinum toxin injection': 1, 'Monoclonal antibody unconjugated therapy': 1, 'Perivascular dermatitis': 1, 'Antiinflammatory therapy': 1, 'Aspergillus test negative': 3, 'Fractional exhaled nitric oxide abnormal': 2, 'Nephritis': 2, 'Hyperresponsive to stimuli': 1, 'Granulomatous dermatitis': 1, 'Oesophageal achalasia': 5, 'Blood thromboplastin normal': 1, 'Placenta praevia': 1, 'Spinal subdural haematoma': 1, 'Glare': 1, 'Microbiology test': 3, 'Rhonchi': 9, 'Colostomy': 2, 'Urge incontinence': 1, 'Injection site recall reaction': 1, 'Serum serotonin': 2, 'Radicular pain': 4, 'Blood mercury abnormal': 1, 'Otoacoustic emissions test': 1, 'Undifferentiated connective tissue disease': 2, 'Oral viral infection': 1, 'Implant site pruritus': 1, 'Lip erosion': 1, 'Enema administration': 1, 'Haemodynamic test normal': 1, 'Pulmonary imaging procedure abnormal': 1, 'Ophthalmoplegic migraine': 3, 'Trigeminal neuritis': 2, 'Ketonuria': 2, 'Lid lag': 1, 'Wound treatment': 1, 'Foetal monitoring normal': 1, 'Parasite stool test': 2, 'Retinogram': 1, 'Culture tissue specimen': 2, 'Malignant melanoma': 1, 'Progesterone': 2, 'Gut fermentation syndrome': 1, 'Morose': 1, 'Viral pharyngitis': 1, 'Prophylaxis': 2, 'Mycoplasma test positive': 2, 'Pulmonary vascular disorder': 3, 'Haemorrhagic vasculitis': 1, 'Cervicogenic headache': 1, 'Endoscopic ultrasound': 1, 'Ligament injury': 2, 'Left ventricular end-diastolic pressure increased': 1, 'CSF lymphocyte count abnormal': 2, 'Housebound': 1, 'Palate injury': 2, 'Right ventricular systolic pressure decreased': 1, 'X-ray gastrointestinal tract abnormal': 3, 'Transplant evaluation': 1, 'Anaemia of chronic disease': 2, 'Vascular test': 4, 'Unhealthy diet': 1, 'Muscle enzyme increased': 1, 'Uterine tenderness': 1, 'Metamyelocyte percentage': 3, 'Shortened cervix': 2, 'Chest wall mass': 3, 'Respiratory fatigue': 1, 'Foreign travel': 1, 'Extradural abscess': 3, 'Bacterial vulvovaginitis': 2, 'Mandibular mass': 1, 'Osteoporosis': 2, 'Tracheal pain': 3, 'Bilirubin conjugated normal': 3, 'Radiotherapy to lymph nodes': 1, 'Noninfective myringitis': 1, 'Puncture site pain': 1, 'Product label issue': 1, 'Dermatologic examination normal': 1, 'Cardiopulmonary exercise test': 1, 'Sinus node dysfunction': 8, 'Conjunctival scar': 1, 'Genital erythema': 2, 'Gross motor delay': 2, 'Otitis media acute': 3, 'X-ray dental abnormal': 1, 'Conjunctivitis viral': 2, 'Purulence': 2, 'ECG signs of myocardial infarction': 1, 'Pulmonary pneumatocele': 1, 'Gram stain positive': 5, 'Splint application': 3, 'Epstein-Barr virus antibody negative': 4, 'Injection site panniculitis': 1, 'Mononeuropathy': 5, 'Scleroderma': 1, 'Intrauterine contraception': 3, 'Specific gravity body fluid': 1, 'Red blood cell schistocytes present': 4, 'Psychiatric symptom': 7, 'Perioral dermatitis': 5, 'Peritoneal disorder': 1, 'Posterior fossa decompression': 1, 'Urine sodium normal': 1, 'Saccadic eye movement': 1, 'Electrocardiogram PR interval': 1, 'QRS axis': 1, 'Withdrawal syndrome': 2, 'Convalescent plasma transfusion': 8, 'Left atrial dilatation': 3, 'Intestinal atony': 1, 'Amniotic membrane rupture test negative': 1, 'Emotional poverty': 1, 'Mycoplasma test negative': 7, 'Cramp-fasciculation syndrome': 1, 'Constricted affect': 1, 'Bladder hypertrophy': 3, 'Rhesus antigen positive': 2, 'Hypoalbuminaemia': 4, 'Venous oxygen saturation decreased': 1, 'Spinal retrolisthesis': 3, 'Retinogram abnormal': 1, 'Cortisol normal': 6, 'Progressive macular hypomelanosis': 1, 'Post procedural discomfort': 1, 'Binge drinking': 1, 'Cyclic AMP normal': 2, 'Preterm premature rupture of membranes': 6, 'Electrocardiogram ST-T segment elevation': 1, 'Prothrombin level decreased': 2, 'Embolic cerebellar infarction': 1, 'Biopsy small intestine normal': 1, 'Mononucleosis heterophile test positive': 8, 'Floppy eyelid syndrome': 1, 'Nerve stimulation test abnormal': 1, 'Ocular rosacea': 1, 'Helicobacter infection': 1, 'Scleral discolouration': 3, 'Blood creatine phosphokinase MB decreased': 4, 'Tracheal aspirate culture': 3, 'Carcinoembryonic antigen increased': 1, 'Neuroma': 1, 'Pericardial drainage test': 1, 'Cholestasis of pregnancy': 1, 'Thermometry': 5, 'Neisseria test': 4, 'Scrotal erythema': 1, 'CSF oligoclonal band': 2, 'Exploding head syndrome': 1, 'Quantitative sensory testing': 2, 'Periorbital haemorrhage': 4, 'Salivary gland disorder': 4, 'Eyelid myokymia': 1, 'Thyroid stimulating immunoglobulin': 1, 'Sleep study': 6, 'Substance-induced psychotic disorder': 1, 'Endoscopy upper gastrointestinal tract': 5, 'Analgesic drug level decreased': 1, 'Saliva analysis': 1, 'Optometric therapy': 1, 'Decompressive craniectomy': 2, 'Vascular malformation': 1, 'Vascular dementia': 2, 'Troponin abnormal': 4, 'Feeling of relaxation': 3, 'Paresis': 5, 'Serotonin syndrome': 1, 'Idiopathic angioedema': 2, 'Lacrimation decreased': 2, 'Staphylococcus test': 3, 'Increased bronchial secretion': 10, 'Insulin resistance': 3, 'Blast cells present': 2, 'Prothrombin time abnormal': 1, 'Microvascular coronary artery disease': 1, 'Lymphoid tissue hyperplasia': 3, 'Blood zinc': 1, 'Laryngeal mask airway insertion': 1, 'Lung abscess': 2, 'Laryngeal pain': 1, 'Procalcitonin decreased': 5, 'Ceruloplasmin normal': 3, 'Liver tenderness': 2, 'Reduction of increased intracranial pressure': 1, \"Phalen's test positive\": 2, 'Mean cell volume abnormal': 4, 'Vulvovaginal ulceration': 1, 'Cholangiocarcinoma': 1, 'Medical counselling': 1, 'End-tidal CO2 decreased': 1, 'Fasciitis': 2, 'Ultrasound eye normal': 1, 'Soft tissue infection': 2, 'Bicytopenia': 1, 'Mediastinitis': 1, 'Cutaneous mucormycosis': 1, 'Gardnerella test negative': 2, 'Leukoplakia oral': 1, 'Culture tissue specimen negative': 1, 'Necrotising fasciitis': 1, 'Tonsillar erythema': 6, 'Skin implant': 1, 'pH urine': 2, 'Chromosome analysis normal': 1, 'Sensory level abnormal': 2, 'Vanishing twin syndrome': 1, 'Gastric pH decreased': 2, 'Abdominal rebound tenderness': 2, 'Refusal of treatment by relative': 1, 'Nipple disorder': 1, 'Oral mucosal discolouration': 1, 'Lung carcinoma cell type unspecified stage IV': 1, 'Lymph node calcification': 1, 'Cranial nerve injury': 2, 'Grimacing': 3, 'Urethral meatus stenosis': 1, 'Gouty tophus': 1, 'Reticulocyte count normal': 2, 'Malocclusion': 1, 'Intestinal infarction': 1, 'Methaemoglobin urine absent': 1, 'Retinitis': 1, 'Blood sodium abnormal': 2, 'Joint position sense decreased': 1, 'Hunt and Hess scale': 1, 'Cardiac perfusion defect': 2, 'Pseudomonal bacteraemia': 1, 'Computerised tomogram aorta': 2, 'Sensory processing disorder': 2, 'Thyroidectomy': 1, 'Normetanephrine urine increased': 1, 'Antimitochondrial antibody normal': 2, 'Non-alcoholic steatohepatitis': 1, 'Human chorionic gonadotropin increased': 1, 'Toxoplasmosis': 2, 'Gamma-glutamyltransferase increased': 2, 'Hypersexuality': 1, 'Middle ear disorder': 1, 'Uterine inflammation': 3, 'HLA-B*1502 assay': 1, 'Intra-abdominal pressure increased': 1, 'Vaccination site dryness': 1, 'Human chorionic gonadotropin abnormal': 3, 'Atrial septal defect repair': 1, 'Toxicologic test abnormal': 2, 'Hyperuricaemia': 1, 'Retinal operation': 3, 'Tracheobronchitis': 2, 'Pulmonary physical examination': 3, 'Soft tissue injury': 1, 'Gestational age test abnormal': 1, 'Endoscopic ultrasound abnormal': 1, 'Gastrointestinal motility disorder': 6, 'Flashback': 1, 'Ear injury': 1, 'Increased viscosity of bronchial secretion': 1, 'Bone marrow disorder': 1, 'Venous recanalisation': 1, 'Enteric neuropathy': 1, 'Neonatal tachycardia': 1, 'Electrocardiogram QRS complex prolonged': 2, 'Hypertriglyceridaemia': 2, 'Retroperitoneal lymphadenopathy': 2, 'Vertebroplasty': 2, 'N-terminal prohormone brain natriuretic peptide normal': 1, 'Nodal osteoarthritis': 1, 'Ultrasound spleen': 2, 'Metastases to central nervous system': 2, 'Dysacusis': 1, 'Vaccination site discharge': 3, 'Robust take following exposure to vaccinia virus': 1, 'Vertical infection transmission': 3, 'Vascular operation': 1, 'Insulin C-peptide decreased': 1, 'Seborrhoeic keratosis': 1, 'HELLP syndrome': 1, 'Right ventricular systolic pressure': 1, 'Blood pressure management': 1, 'Drug abuse': 2, 'Foetal heart rate increased': 2, 'Sustained viral response': 1, 'Nail growth abnormal': 1, 'Magnetic resonance imaging breast abnormal': 1, 'Urodynamics measurement': 1, 'Pericardial drainage test normal': 1, 'Cystic fibrosis': 1, 'Penile oedema': 2, 'Pneumonia klebsiella': 2, 'Red blood cell burr cells present': 1, 'Embolic cerebral infarction': 3, 'Diarrhoea infectious': 2, 'Giardia test negative': 2, 'Cerebellar atrophy': 2, 'Ulna fracture': 1, 'Fat tissue increased': 1, 'Urinary nitrogen increased': 1, 'Thermometry abnormal': 1, 'Arterial stenosis': 1, 'Subcutaneous haematoma': 1, 'Progressive bulbar palsy': 1, 'X-ray with contrast upper gastrointestinal tract normal': 1, 'Respiratory syncytial virus test positive': 2, 'Electrophoresis normal': 1, 'Meningitis bacterial': 2, 'Arteritis coronary': 1, 'Vestibular paroxysmia': 2, 'Malignant ascites': 2, 'Meningioma': 4, 'Blood homocysteine': 7, 'Progesterone decreased': 3, 'Klebsiella test positive': 2, 'Enterocolitis': 5, 'Obstruction gastric': 5, 'Organic erectile dysfunction': 1, 'Spinal cord oedema': 2, 'Biopsy stomach': 2, 'Palpatory finding abnormal': 1, 'Scrotal oedema': 1, 'Pelvic discomfort': 4, 'Umbilical hernia': 1, 'Myoglobinuria': 2, 'Leg amputation': 2, 'Computerised tomogram coronary artery normal': 2, 'Multiple fractures': 2, 'Oral purpura': 2, 'Intensive care unit acquired weakness': 2, 'Total complement activity decreased': 1, 'Foetal distress syndrome': 1, 'Nocturnal dyspnoea': 1, 'Hepatitis C antibody': 3, 'Inguinal hernia': 4, 'Vitamin A normal': 1, 'Latent autoimmune diabetes in adults': 1, 'Blood lead': 1, 'CSF white blood cell count positive': 1, 'Blood osmolarity': 2, 'Blood bilirubin unconjugated decreased': 1, 'Arachnoiditis': 2, 'Varicella virus test': 5, 'Social anxiety disorder': 1, 'Maternal exposure timing unspecified': 1, 'Post vaccination syndrome': 1, 'Myoglobin urine present': 2, 'Blood galactose': 1, 'Anti-actin antibody positive': 1, 'Multiple pregnancy': 1, 'Left ventricular dilatation': 2, 'Medical device site haemorrhage': 1, 'Meibomian gland dysfunction': 1, 'Rheumatoid factor decreased': 3, 'Hair texture abnormal': 1, 'Subacute inflammatory demyelinating polyneuropathy': 3, 'Supportive care': 1, 'Debridement': 5, 'Wound infection staphylococcal': 1, 'Lymph node rupture': 1, 'Iron binding capacity total abnormal': 1, 'Hypochromasia': 3, 'Metastases to spine': 1, 'Suspected product contamination': 2, 'Mitral valve stenosis': 1, 'Dyslexia': 2, 'Blood testosterone free': 1, 'Corrective lens user': 2, 'Joint hyperextension': 3, 'Second trimester pregnancy': 4, 'Hair colour changes': 2, 'HIV test positive': 1, 'Resting tremor': 2, 'Single component of a two-component product administered': 1, 'Papilloma viral infection': 1, 'Norovirus test positive': 1, 'Claudication of jaw muscles': 1, 'Peripheral artery bypass': 1, 'Benzodiazepine drug level': 1, 'Mastoid effusion': 2, 'Non-small cell lung cancer stage IV': 1, 'Oestrogen therapy': 2, 'Rocky mountain spotted fever': 1, 'Accessory spleen': 1, 'Basophil count abnormal': 1, 'Volvulus': 3, 'Oromandibular dystonia': 2, 'Blood luteinising hormone normal': 2, 'Cyst drainage': 2, 'Periorbital haematoma': 1, 'Fear of open spaces': 1, 'Loss of libido': 3, 'Blood lactate dehydrogenase decreased': 3, 'Asbestosis': 1, 'Influenza C virus test': 1, 'Meningeal disorder': 1, 'Opiates positive': 1, 'Skull X-ray abnormal': 1, 'Aspiration joint abnormal': 3, 'Obstruction': 2, 'Biopsy small intestine abnormal': 1, 'Gastrointestinal injury': 2, 'Blood immunoglobulin A increased': 2, 'Osteochondral fracture': 1, 'Tobacco user': 4, 'Obesity cardiomyopathy': 1, 'Epiglottic oedema': 1, 'Large intestinal ulcer': 2, 'Carcinoembryonic antigen normal': 2, 'Mesenteric panniculitis': 1, 'Implantable defibrillator insertion': 8, 'Electrocardiogram U wave present': 1, 'Follicular lymphoma': 1, 'Elderly': 1, 'Kidney fibrosis': 1, 'Hearing aid user': 3, 'Nail bed disorder': 1, 'Pancreatitis chronic': 2, 'Dysmetria': 4, 'Trendelenburg position': 2, 'Cardiac electrophysiologic study normal': 1, 'Vital capacity abnormal': 1, 'Perseveration': 2, 'Mini-tracheostomy': 1, 'Status migrainosus': 3, 'Subchorionic haematoma': 1, 'Exostosis': 3, 'Large intestinal haemorrhage': 1, 'Myelodysplastic syndrome': 1, 'Ocular vascular disorder': 1, 'Cranial nerve infection': 1, 'Progressive multiple sclerosis': 1, 'Cardiovascular symptom': 1, 'Red blood cell morphology': 2, 'Perfume sensitivity': 1, 'Plasma cell myeloma': 2, 'Serratia infection': 3, 'Faecal calprotectin increased': 3, 'Living alone': 1, 'Cortisol increased': 3, 'Aortic valve calcification': 2, 'Gastrointestinal stoma complication': 1, 'Plasminogen': 2, 'Gliosis': 3, 'Inferior vena cava dilatation': 2, 'Alpha 2 globulin normal': 1, 'Renal artery stenosis': 1, 'Decreased eye contact': 2, 'Heart injury': 7, 'Toe amputation': 1, 'CSF lymphocyte count': 1, 'Septic embolus': 1, 'Otic examination': 1, 'Periodontal disease': 2, 'Renal vasculitis': 1, 'Central pain syndrome': 2, 'Multisystem inflammatory syndrome in children': 1, 'Post concussion syndrome': 3, 'Multiple gated acquisition scan normal': 1, 'Hydrops foetalis': 2, 'Scoliosis': 2, 'Salmonella test negative': 2, 'Mumps antibody test': 3, 'Physical assault': 1, 'Tongue pigmentation': 1, 'Alpha-1 anti-trypsin normal': 1, 'Hepatitis A antibody negative': 5, 'Immune-mediated hepatitis': 1, 'Macular fibrosis': 2, 'Biopsy stomach normal': 2, 'Hepatitis alcoholic': 2, 'Urine output': 4, 'Drug-induced liver injury': 1, 'Serology negative': 2, 'Galactography': 2, 'Exposure to contaminated air': 1, 'Monoclonal gammopathy': 1, 'Vaccination site extravasation': 1, 'Vestibular nystagmus': 1, 'Umbilical cord abnormality': 2, 'Panel-reactive antibody': 1, 'Coronary angioplasty': 2, 'Bladder stenosis': 1, 'Platelet function test normal': 2, 'Solar lentigo': 2, 'Urinary bladder haemorrhage': 3, 'Synovial fluid red blood cells positive': 1, 'Blood carbon monoxide increased': 1, 'Ventricular dyskinesia': 1, 'Diabetes insipidus': 4, 'Pseudolymphoma': 1, 'Dysmorphism': 1, 'Reflex test normal': 2, 'Contact lens intolerance': 2, 'Cystatin C': 1, 'Right ventricular ejection fraction decreased': 2, 'Urinary tract infection bacterial': 3, 'Histamine level increased': 3, 'Neoplasm progression': 2, 'Asymptomatic bacteriuria': 1, 'Computerised tomogram liver': 1, 'Metastases to peritoneum': 1, 'Carnitine normal': 1, 'Varicophlebitis': 3, 'Pneumococcal bacteraemia': 1, 'Erythromelalgia': 1, 'Gallbladder oedema': 3, 'Female orgasmic disorder': 1, 'Self-induced vomiting': 2, 'Spinal artery thrombosis': 1, 'Clinomania': 1, 'Cervical polyp': 1, 'Disorder of orbit': 1, 'Post procedural oedema': 1, 'Portal venous gas': 2, 'Complement factor increased': 2, 'Thought blocking': 2, 'Mediastinal haematoma': 1, 'Larynx irritation': 1, 'Transplant failure': 1, 'Foetal heart rate decreased': 4, 'Social alcohol drinker': 1, 'Premature menarche': 1, 'Nicotine dependence': 1, 'Magnetic resonance neurography': 1, 'Pancreatic atrophy': 1, 'Weber tuning fork test': 1, 'Electrocardiogram T wave amplitude decreased': 1, 'Oedematous pancreatitis': 2, 'Magnetic resonance imaging hepatobiliary abnormal': 2, 'Ophthalmic scan': 2, 'Duodenal ulcer haemorrhage': 2, 'Hepatitis C antibody positive': 1, 'Superovulation': 2, 'Gastric polyps': 3, 'Fibromuscular dysplasia': 2, 'Glucose tolerance test': 1, 'Prostate examination': 1, 'Vertebral artery arteriosclerosis': 2, 'Pneumonia staphylococcal': 2, 'Sputum purulent': 6, 'Monoclonal antibody immunoconjugate therapy': 4, 'Left-to-right cardiac shunt': 1, 'Infant irritability': 1, 'Graft haemorrhage': 1, 'Sigmoidoscopy normal': 1, 'Cryoglobulins': 1, 'CSF immunoglobulin': 2, 'Varicocele': 1, 'Job dissatisfaction': 1, 'Gastric emptying study': 3, 'Enterovirus infection': 1, 'Pernio-like erythema': 1, 'Cystoscopy normal': 1, 'Spinal claudication': 1, 'Ocular myasthenia': 1, 'Infective corneal ulcer': 2, 'Bone marrow reticulin fibrosis': 1, 'Microembolism': 2, 'Neurogenic bladder': 1, 'Oculofacial paralysis': 1, 'Transaminases decreased': 1, 'Endophthalmitis': 1, 'CSF white blood cell count decreased': 1, 'Implant site extravasation': 2, 'Electronystagmogram abnormal': 1, 'Haemobilia': 1, 'Perforation bile duct': 1, 'Ureteral stent insertion': 2, 'Pyoderma gangrenosum': 3, 'CSF glucose': 2, 'Application site pain': 1, 'Helicobacter test positive': 3, 'Malaria': 1, 'Antiemetic supportive care': 1, 'Optic nerve disorder': 3, 'Psychotic behaviour': 1, 'Decidual cast': 1, 'Spontaneous penile erection': 1, 'Lupus-like syndrome': 1, 'Joint dislocation reduction': 1, 'Shoulder operation': 1, 'Vaginal dilation procedure': 1, 'Fibrocystic breast disease': 1, 'Immunoelectrophoresis': 1, 'Hormone replacement therapy': 2, 'Pulmonary interstitial emphysema syndrome': 1, 'Lip infection': 1, 'Skin culture positive': 1, 'Brain neoplasm benign': 1, 'Haemophobia': 2, 'Fundus autofluorescence': 2, 'Cerebellar tonsillar ectopia': 1, 'Vaginitis gardnerella': 1, 'Intermittent explosive disorder': 1, 'Mesenteric haemorrhage': 1, 'Skin operation': 2, 'Knee operation': 4, 'Metastatic carcinoma of the bladder': 1, 'Transferrin decreased': 1, 'Instillation site exfoliation': 2, 'Non-high-density lipoprotein cholesterol increased': 2, 'Enterobacter test positive': 1, 'Postictal headache': 1, 'Monofilament pressure perception test abnormal': 1, 'Radial head dislocation': 1, 'Elliptocytosis': 1, 'Congestive hepatopathy': 2, 'Thalamus haemorrhage': 1, 'Ovarian vein thrombosis': 4, 'Vascular test normal': 2, 'Compression garment application': 1, 'Large intestine infection': 4, 'Ovulation pain': 2, 'Intra-abdominal haematoma': 3, 'Cerebral hypoperfusion': 1, 'Oesophageal cancer metastatic': 1, 'Paranasal cyst': 2, 'Blood homocysteine normal': 2, 'Hemianaesthesia': 1, 'Vitamin B12 absorption test': 3, 'Mumps': 2, 'Rotavirus test negative': 1, 'Joint ankylosis': 1, 'Liver function test decreased': 1, 'Paracentesis eye': 1, 'Intracranial haematoma': 1, 'Pneumatosis intestinalis': 2, 'Umbilical hernia repair': 1, 'Renin abnormal': 1, 'Polycystic ovaries': 2, 'Procedural anxiety': 1, 'Measles': 2, 'Mini mental status examination': 1, 'Revascularisation procedure': 1, 'Pulmonary venous thrombosis': 1, 'Systemic candida': 1, 'Pancreatic enzymes': 2, 'Mineral supplementation': 1, 'Arthritis enteropathic': 1, 'Fibrous cortical defect': 1, 'Squamous cell carcinoma of skin': 1, 'Haemorrhagic disorder': 1, 'Defiant behaviour': 2, 'Personality disorder': 2, 'Pancreatic pseudocyst': 3, 'Stroke-like migraine attacks after radiation therapy': 1, 'Neurological complication associated with device': 1, 'Hair growth rate abnormal': 1, 'Tonsillar cyst': 2, 'Alpha 2 globulin decreased': 1, 'Aortic valve disease': 1, 'Disease risk factor': 1, 'Foetal gastrointestinal tract imaging abnormal': 2, 'Splenic thrombosis': 2, 'Haemorrhagic ovarian cyst': 1, 'Cerebellar hypoplasia': 1, 'Chronic allograft nephropathy': 1, 'Lymphocytic infiltration': 2, 'Neural tube defect': 1, 'Blood copper decreased': 1, 'Total cholesterol/HDL ratio': 1, 'Histone antibody negative': 1, 'Chorioretinitis': 1, 'Fasciotomy': 1, 'Thrombin-antithrombin III complex': 1, 'Venous thrombosis limb': 8, 'Blood testosterone decreased': 2, 'Hypophysitis': 2, 'Pulse pressure decreased': 1, 'Blood lead normal': 2, 'Visual agnosia': 1, 'Cryptitis': 1, 'Urethritis': 2, 'Facetectomy': 1, 'Nasal adhesions': 1, 'Glycosylated haemoglobin abnormal': 1, 'Gastrointestinal hypermotility': 1, 'Uterine leiomyoma embolisation': 1, 'Necrotic lymphadenopathy': 2, 'Urinary tract infection enterococcal': 2, 'Iron binding capacity unsaturated': 1, 'Immunophenotyping': 3, 'Device occlusion': 1, 'Seizure prophylaxis': 1, 'Noninfective conjunctivitis': 1, 'Oestradiol increased': 2, 'Hypoglycaemic seizure': 1, 'Thrombocytopenic purpura': 1, 'Indifference': 1, 'Venous stenosis': 1, 'Right atrial pressure increased': 1, 'Fluid imbalance': 1, 'Amputation': 1, 'Eosinophils urine absent': 2, 'Hydroureter': 3, 'Leptospira test': 2, 'Restrictive cardiomyopathy': 2, 'Toxocariasis': 2, 'Pituitary cancer metastatic': 1, 'Social problem': 1, 'Venipuncture': 2, 'Tachycardia foetal': 3, 'Vasomotor rhinitis': 1, 'Electrocardiogram Q wave abnormal': 1, 'Traumatic haemorrhage': 2, 'Reactogenicity event': 1, 'Hypocapnia': 1, 'Self-medication': 2, 'Appendicolith': 3, 'Oesophageal stenosis': 1, 'Progesterone normal': 3, 'Gonorrhoea': 2, 'Restless arm syndrome': 4, 'Insulin therapy': 3, 'Sleep disorder due to a general medical condition': 4, 'Oedema mucosal': 3, 'Presbyopia': 1, 'White blood cell morphology abnormal': 1, 'Incision site erythema': 1, 'Reflex test abnormal': 1, 'Neuritis cranial': 1, 'Fascia release': 1, 'Physical breast examination': 4, 'Radial nerve palsy': 3, 'Night blindness': 2, 'Vaccination site pallor': 1, 'Swollen tear duct': 1, 'Mediastinal disorder': 1, 'Myelocyte percentage': 1, 'Gait spastic': 2, 'Periarticular disorder': 1, 'Severe acute respiratory syndrome': 1, 'Tongue exfoliation': 3, 'Silent myocardial infarction': 1, 'Pancreatic enzymes normal': 1, \"Hodgkin's disease\": 1, 'Viral cardiomyopathy': 2, 'Muscle oedema': 2, 'Electrocardiogram PR segment elevation': 1, 'Periportal oedema': 1, 'Violence-related symptom': 1, 'Gastrointestinal viral infection': 2, 'Infusion site extravasation': 3, 'Hepatitis A antibody': 2, 'Blood beta-D-glucan positive': 1, 'Pharyngeal inflammation': 3, 'Thyroglossal cyst': 1, 'Mesenteric neoplasm': 1, 'Inclusion body myositis': 1, 'Pulmonary hilum mass': 1, 'Vaccination site plaque': 1, 'Haptoglobin decreased': 4, 'Venous oxygen saturation normal': 1, 'Ophthalmic artery thrombosis': 1, 'Forced expiratory volume': 1, 'Infection reactivation': 1, 'End-tidal CO2': 1, 'Infantile spitting up': 1, 'Omental necrosis': 1, 'Phantom vibration syndrome': 1, 'Fibrosis': 2, 'Hearing disability': 1, \"Morton's neuralgia\": 1, 'Tracheal aspiration procedure': 1, 'Total bile acids': 1, 'Scrotal inflammation': 1, 'Tissue injury': 4, 'Non-24-hour sleep-wake disorder': 1, 'Pacemaker generated rhythm': 2, 'Tracheal inflammation': 1, 'Rebound effect': 1, 'Hypertensive cerebrovascular disease': 1, 'Klebsiella infection': 2, 'Ketoacidosis': 2, 'Smear cervix abnormal': 1, 'Potassium chloride sensitivity test': 2, 'Viral titre increased': 1, 'Non-pitting oedema': 2, 'Ketosis': 1, 'Prothrombin time ratio abnormal': 1, 'Migraine prophylaxis': 1, 'Computerised tomogram intestine': 2, 'CD4/CD8 ratio': 1, 'Vascular stent thrombosis': 2, 'IgA nephropathy': 1, 'Peripheral nerve decompression': 1, 'Quarantine': 2, 'Nasal operation': 1, 'Otolithiasis': 1, 'Pharyngeal mass': 3, 'Gastrointestinal polyp haemorrhage': 1, 'Vitamin K': 1, 'Seborrhoeic dermatitis': 2, 'Hypochromic anaemia': 2, 'Pneumococcal infection': 1, 'Mean arterial pressure decreased': 1, 'Sensory overload': 3, 'Penile swelling': 1, 'Karyotype analysis normal': 1, 'Salt craving': 1, 'Hepatitis B surface antigen': 1, 'Nipple enlargement': 1, 'Mixed anxiety and depressive disorder': 1, 'Laryngotracheobronchoscopy': 1, 'Foetal heart rate normal': 1, 'Giant papillary conjunctivitis': 1, 'Cauda equina syndrome': 2, 'Pleural rub': 1, 'Epidermal necrosis': 1, 'Blood methaemoglobin': 3, 'Carboxyhaemoglobin decreased': 1, 'Eosinophilic pneumonia acute': 1, 'IIIrd nerve paresis': 1, 'Posthaemorrhagic hydrocephalus': 1, 'Pancreatic duct dilatation': 1, 'Paroxysmal sympathetic hyperactivity': 1, 'Renal cyst haemorrhage': 1, 'Portal hypertensive gastropathy': 1, 'PCO2': 2, 'Glycosylated haemoglobin decreased': 2, 'Gastritis erosive': 4, 'Carboxyhaemoglobin normal': 1, \"Burkitt's lymphoma\": 1, 'Type V hyperlipidaemia': 3, 'Bladder cancer': 1, 'Shock haemorrhagic': 1, 'Urine porphobilinogen increased': 1, 'Visual snow syndrome': 2, 'Gastric ulcer haemorrhage': 1, 'Tendon dislocation': 1, 'Hypertrophic cardiomyopathy': 3, 'Mast cell degranulation test': 1, 'Vaccination site dysaesthesia': 1, 'Varices oesophageal': 1, 'Gastrointestinal disorder prophylaxis': 1, 'Oral fungal infection': 3, 'Cystic lung disease': 3, 'Crossmatch': 1, 'Hypothalamo-pituitary disorder': 1, 'Organising pneumonia': 1, 'Early satiety': 2, 'Pregnancy with advanced maternal age': 1, 'Wrong technique in device usage process': 3, 'Weight fluctuation': 2, 'Hypopituitarism': 3, 'Teething': 1, 'HLA marker study positive': 1, 'Pityriasis lichenoides et varioliformis acuta': 1, 'Labour complication': 1, 'Free haemoglobin': 1, 'CSF red blood cell count': 2, 'Spinal myelogram normal': 1, 'Oesophageal ulcer': 1, 'Colorectostomy': 1, 'Musculoskeletal injury': 1, 'Tangentiality': 1, 'Rheumatic fever': 1, 'Gingival injury': 1, 'Manual lymphatic drainage': 1, 'Myocardial necrosis': 1, 'Gastroenteritis Escherichia coli': 2, 'Catheter site haemorrhage': 1, 'Serum ferritin abnormal': 1, 'Intentional product misuse': 1, 'Urine calcium/creatinine ratio': 1, 'Tissue infiltration': 1, 'Papillitis': 1, 'Hypocomplementaemia': 1, 'Pharyngeal abscess': 1, 'Blood insulin normal': 1, 'Mammary duct ectasia': 1, 'Red blood cell poikilocytes present': 1, 'Ulcerative gastritis': 1, 'Prothrombin level increased': 3, 'Renal cell carcinoma': 1, 'Temporomandibular joint surgery': 1, 'Oesophageal motility disorder': 1, 'Intention tremor': 1, 'Fractured coccyx': 1, 'Rheumatological examination': 1, 'Epstein-Barr virus antigen positive': 3, 'Vaginal mucosal blistering': 2, 'Measles antibody': 3, 'Radial pulse': 1, 'Mucosal haemorrhage': 2, 'Oral mucosa haematoma': 1, 'Extradural haematoma': 1, 'Endotracheal intubation complication': 4, 'Intestinal angina': 2, 'Creatinine urine': 1, 'Drug level therapeutic': 1, 'Tracheal oedema': 1, 'Past-pointing': 1, 'Bone marrow myelogram abnormal': 1, 'Hyperadrenalism': 2, 'Wound dehiscence': 1, 'Varicella post vaccine': 1, 'Urticaria thermal': 1, 'Gastroenteritis norovirus': 1, 'Ultrasound liver normal': 6, 'Urine osmolarity decreased': 1, 'Pupil dilation procedure': 2, 'Groin abscess': 1, 'Bladder outlet obstruction': 1, 'Lipase decreased': 1, 'Spondylolisthesis': 2, 'Respiratory alkalosis': 1, 'Heinz bodies': 1, 'Medical diet': 3, 'Oestradiol normal': 2, 'Salpingo-oophorectomy': 1, 'Peripheral nerve operation': 1, 'Stress at work': 3, 'Haemangioma of liver': 2, 'Steatorrhoea': 1, 'Injection site joint erythema': 1, 'Gastrostomy tube removal': 1, 'Neuroleptic malignant syndrome': 1, 'Granulocytes abnormal': 1, 'Culture cervix': 1, 'Viraemia': 1, 'Suicide attempt': 1, 'Coccidioidomycosis': 1, 'Ligament disorder': 1, 'Delayed delivery': 1, 'Pulmonary arterial pressure increased': 2, 'Temperature perception test abnormal': 1, 'Flight of ideas': 2, 'Brow ptosis': 1, 'Biopsy stomach abnormal': 1, 'Avulsion fracture': 1, 'Right hemisphere deficit syndrome': 2, 'Large intestinal ulcer haemorrhage': 1, 'Sensorimotor disorder': 2, 'Red cell distribution width decreased': 1, 'Endometrial hyperplasia': 1, 'Creatine urine': 1, 'Interleukin-2 receptor assay': 3, 'Progressive multifocal leukoencephalopathy': 1, 'Neoplasm prostate': 2, 'Reticulocyte count decreased': 1, 'Synovial fluid protein': 1, 'Myelosuppression': 1, 'Joint abscess': 1, 'Gallbladder mass': 1, 'HLA marker study': 1, 'Fallopian tube operation': 1, 'Palliative care': 2, 'Intrusive thoughts': 4, 'Renal scan': 1, 'Chronic gastritis': 1, 'Prothrombin consumption time prolonged': 1, 'West Nile virus test positive': 2, 'Giant cell myocarditis': 1, 'HLA-B*27 assay': 1, 'Smear cervix normal': 1, 'Urine protein/creatinine ratio increased': 1, 'Post-traumatic headache': 1, 'Metastatic malignant melanoma': 1, 'Senile dementia': 1, 'Polyhydramnios': 1, 'Blast cell count increased': 1, 'Tooth avulsion': 1, 'Renal aplasia': 1, 'Implant site pain': 2, 'Somatotropin stimulation test': 1, 'Optic atrophy': 3, 'Splenic artery thrombosis': 2, 'Hepatitis B surface antibody': 3, 'Postoperative ileus': 1, 'Thrombin time': 1, 'Squamous cell carcinoma': 1, 'Muscle necrosis': 1, 'Meningioma benign': 1, 'Ventriculo-peritoneal shunt': 1, 'Pulmonary sarcoidosis': 1, 'Disease progression': 1, 'Local anaesthesia': 1, 'Vital capacity': 1, 'Jaw cyst': 1, 'Respiratory tract infection viral': 1, 'Mucosal biopsy': 1, 'Underweight': 1, 'Periorbital inflammation': 1, 'Electrocardiogram T wave amplitude increased': 1, 'Pneumonia fungal': 1, 'Hyposplenism': 1, 'Dialysis related complication': 1, 'Chest wall haematoma': 1, 'Cardiac arrest neonatal': 1, 'Cortisol decreased': 1, 'Prostatitis': 2, 'Premature menopause': 1, 'Radial nerve compression': 2, 'Stool DNA test': 1, 'Tracheomalacia': 2, 'Hypermobility syndrome': 2, 'Postpartum state': 1, 'Conjunctival bleb': 1, 'Culture cervix negative': 2, 'Hysteroscopy normal': 1, 'Stem cell transplant': 1, 'Electronystagmogram': 3, \"Von Willebrand's disease\": 1, 'White blood cell analysis': 1, 'Diabetic retinopathy': 1, 'Epinephrine increased': 2, 'Foetal heart rate': 1, 'Heliotrope rash': 1, 'Dacryostenosis acquired': 1, 'Tonic posturing': 1, 'Iliac artery occlusion': 1, 'Low birth weight baby': 1, 'Mean arterial pressure': 1, 'CSF lactate': 1, 'Neurodegenerative disorder': 1, 'Application site rash': 1, 'Venous oxygen saturation abnormal': 1, 'Brain cancer metastatic': 1, 'Excessive ocular convergence': 1, 'Vitamin E': 1, 'Pneumomediastinum': 3, 'Volume blood increased': 1, 'Paraneoplastic myelopathy': 1, 'Labour pain': 1, 'Oesophagram': 1, 'Drug therapy': 1, 'Pulmonary arterial hypertension': 2, 'Vulvovaginitis trichomonal': 1, 'Visual perseveration': 1, 'Exposure to toxic agent': 1, 'Bone density decreased': 1, 'Venous injury': 1, 'Haptoglobin normal': 2, 'Thrombin time prolonged': 1, 'Nipple infection': 1, 'Blood folate increased': 1, 'Procoagulant therapy': 1, 'Prothrombin index': 2, 'Keratoacanthoma': 1, 'Venous stent insertion': 2, 'Rectal polypectomy': 1, 'Scan lymph nodes': 1, 'Diabetic complication': 1, 'Blastomycosis': 1, 'Urine phosphorus normal': 2, 'Intraocular pressure decreased': 2, 'Transferrin': 1, 'Portal shunt procedure': 1, 'Meralgia paraesthetica': 1, 'Cytomegalovirus chorioretinitis': 2, 'Growing pains': 1, 'White blood cell scan': 1, 'Parenteral nutrition': 1, 'Transurethral prostatectomy': 1, 'Bifascicular block': 1, 'Decreased insulin requirement': 1, 'Diffuse large B-cell lymphoma': 1, 'Marginal zone lymphoma': 1, 'Factor XIII Inhibition': 2, 'Hydrocephalus': 1, 'Perirectal abscess': 1, 'Normochromic anaemia': 1, 'Stem cell therapy': 1, 'Antiendomysial antibody positive': 1, 'Blood arsenic normal': 1, 'Respiratory sinus arrhythmia magnitude abnormal': 2, 'Artificial heart device user': 1, 'Factor VIII deficiency': 2, 'Vertebral lesion': 1, 'Hyperintensity in brain deep nuclei': 1, 'Nephrocalcinosis': 1, 'Urine protein/creatinine ratio normal': 1, 'Diabetic hyperosmolar coma': 1, 'Trisomy 18': 1, 'Urine copper': 1, 'Tinea capitis': 2, 'Diffuse alveolar damage': 2, 'Judgement impaired': 2, 'Hepatic hypertrophy': 1, 'Spontaneous intrahepatic portosystemic venous shunt': 1, 'Pneumonia mycoplasmal': 1, 'Fibronectin decreased': 1, 'Hepatitis E antibody': 2, \"Russell's viper venom time\": 2, 'Cytokine increased': 1, 'Pneumocystis jirovecii pneumonia': 1, 'Blood mercury': 1, 'Hypoglossal nerve paralysis': 1, 'Extraocular muscle disorder': 1, 'Hyponatraemic syndrome': 1, 'Patella fracture': 1, 'Calculus bladder': 2, 'Urogram abnormal': 2, 'Urinary tract infection pseudomonal': 2, 'Tracheal injury': 1, 'Soft tissue mass': 1, 'Cerebral endovascular aneurysm repair': 1, 'Eosinophil count abnormal': 1, 'Fibrin D dimer decreased': 3, 'Orchidectomy': 2, 'Periodontitis': 1, 'Nasal aspiration': 1, 'Pyelitis': 2, 'Schistosoma test': 2, \"Homans' sign positive\": 1, 'Transverse sinus stenosis': 1, 'Cervicitis trichomonal': 1, 'Withdrawal hypertension': 1, 'Thyroxine free abnormal': 2, 'CSF mononuclear cell count increased': 1, 'Electrocardiogram P wave abnormal': 1, 'Rubella': 1, 'T-lymphocyte count': 1, 'Vascular resistance systemic increased': 1, 'Splenic granuloma': 1, 'Low carbohydrate diet': 1, 'Open globe injury': 1, 'Retroperitoneal oedema': 1, 'Therapeutic gargle': 1, 'Iliac vein occlusion': 1, 'Trigeminal nerve paresis': 1, 'Subcutaneous drug absorption impaired': 1, 'Crystal urine absent': 2, \"Von Willebrand's factor activity test\": 1, 'Osteopathic treatment': 1, 'Ultrasound biliary tract abnormal': 1, 'Skin discharge': 1, 'Eosinophil cationic protein': 1, 'Euglycaemic diabetic ketoacidosis': 1, 'Oocyte harvest': 1, 'Pneumonitis chemical': 1, 'Neoplasm skin': 2, 'Haemoconcentration': 1, 'Systolic hypertension': 2, 'Limb crushing injury': 1, 'Wrist deformity': 1, 'Electrocardiogram RR interval': 1, 'Frostbite': 1, 'Spinal cord lipoma': 1, 'Complement factor C2': 1, 'Ultrasound bladder normal': 1, 'Gastrointestinal scan': 1, 'Pharyngeal pustule': 1, 'Free prostate-specific antigen negative': 2, 'Haemorrhagic diathesis': 1, 'Sickle cell disease': 1, 'Ovarian necrosis': 1, 'Hypoxic-ischaemic encephalopathy': 1, 'Septic encephalopathy': 1, 'Tracheitis': 1, 'Illogical thinking': 1, 'Stiff person syndrome': 1, 'Salivary gland mucocoele': 1, 'Non-tobacco user': 1, 'Reticulocyte percentage increased': 2, 'Vitamin C increased': 1, 'Polydactyly': 1, 'Multifocal micronodular pneumocyte hyperplasia': 1, 'Pericardial cyst': 1, 'Masticatory pain': 1, 'Intraductal proliferative breast lesion': 1, 'Painful erection': 1, 'Opiates negative': 2, 'Urinary lipids present': 2, 'Vitamin K decreased': 1, 'Echovirus test negative': 1, 'Laparoscopy': 1, 'Nasal crusting': 2, 'Heterophoria': 2, 'Product use in unapproved indication': 1, 'Occupational therapy': 2, 'Tryptase increased': 1, 'Piriformis syndrome': 1, 'Glucose-6-phosphate dehydrogenase abnormal': 1, 'Platelet aggregation decreased': 1, 'Peripheral motor neuropathy': 1, 'Blood urea nitrogen/creatinine ratio decreased': 1, 'Iris discolouration': 1, 'Encephalitis viral': 1, 'Breakthrough pain': 1, 'Phaeochromocytoma': 1, 'Upper respiratory tract irritation': 2, 'Computerised tomogram pancreas normal': 3, 'Pulmonary contusion': 2, 'Foreign body ingestion': 1, 'Forced expiratory flow': 1, 'Procedure aborted': 2, 'Injection site muscle atrophy': 1, 'Urinary tract inflammation': 1, 'Pulmonary amyloidosis': 2, 'Tonsillitis bacterial': 1, 'Pleurodesis': 1, 'Urine retinol binding protein increased': 1, 'Vertebrobasilar stroke': 1, 'Blood beta-D-glucan normal': 1, 'Hepatitis A antigen negative': 1, 'Full blood count decreased': 3, 'Pulmonary calcification': 1, 'Ultrasound thyroid normal': 1, 'Intestinal angioedema': 1, 'Pseudohernia': 2, 'Ventricular enlargement': 1, 'Hyperammonaemia': 3, 'Mesenteritis': 1, 'Cardiac pacemaker replacement': 1, 'Hypovitaminosis': 1, 'Type IIa hyperlipidaemia': 1, 'Free thyroxine index': 1, 'Red blood cell microcytes': 1, 'Withdrawal bleed': 1, 'Vitamin B6 increased': 1, 'Neutrophilic dermatosis': 1, 'Soliloquy': 1, 'Hepatitis B core antibody positive': 1, 'Cytotoxic oedema': 1, 'Vitamin C normal': 1, 'Imaging procedure artifact': 1, 'Monocyte percentage abnormal': 1, 'Ear canal erythema': 2, 'Feeding intolerance': 1, 'Precancerous skin lesion': 1, 'Blood ketone body absent': 1, 'Urine bilirubin decreased': 1, 'Walking distance test': 1, 'CSF monocyte count increased': 1, 'Hepatitis E virus test': 1, 'Toxic nodular goitre': 1, 'Visceral congestion': 1, 'Vascular catheterisation': 2, 'Viral myocarditis': 1, 'Oesophageal compression': 1, 'Tyrosine kinase mutation assay': 1, 'Rhythm idioventricular': 1, 'Coagulation time normal': 1, 'Thoracic vertebral fracture': 4, 'Sex hormone binding globulin': 1, 'Thyroxine decreased': 3, 'Laryngeal stenosis': 1, \"Wernicke's encephalopathy\": 1, 'Parasite stool test positive': 1, 'Gulf war syndrome': 1, 'Genetic counselling': 1, 'Biliary ascites': 1, 'Base excess negative': 1, 'Umbilical erythema': 1, 'Bilirubin conjugated decreased': 1, 'Glucose-6-phosphate dehydrogenase normal': 1, 'Hepatitis A': 1, 'Iron binding capacity total normal': 1, 'Blood testosterone free normal': 2, 'Glomerular filtration rate abnormal': 1, 'Infusion site pain': 1, 'Hypercholesterolaemia': 1, 'Vitamin B6 abnormal': 1, 'Colostomy infection': 1, 'Muscle abscess': 1, 'Heart rate variability increased': 1, 'Pulmonary artery dilatation': 2, 'Ureteric obstruction': 1, 'Blunted affect': 1, 'Multigravida': 1, 'Tongue abscess': 1, 'Haemothorax': 2, 'Crystal nephropathy': 1, 'Renal tubular atrophy': 1, 'Nephrostomy': 2, 'Tonsillar exudate': 1, 'Cardiac function test abnormal': 1, 'Spirochaetal infection': 1, 'Enterobacter infection': 1, 'Eosinophils urine': 1, 'Orthostatic heart rate test': 1, 'Atonic urinary bladder': 1, 'Nasal vestibulitis': 1, 'Mumps antibody test negative': 2, 'Ultrasound pancreas abnormal': 1, 'Haematosalpinx': 1, 'Enterovirus test': 1, 'Troponin I decreased': 1, 'Rectal lesion': 1, 'Ultrasound penis': 1, 'Oesophageal perforation': 1, 'Electrophoresis': 1, 'Rhesus antibodies positive': 2, 'Hyalosis asteroid': 1, 'Hyperactive pharyngeal reflex': 1, 'Dilatation intrahepatic duct acquired': 1, 'Retinal function test abnormal': 2, 'Vein collapse': 1, 'Oral infection': 1, 'Optic nerve sheath haemorrhage': 1, 'Splenic calcification': 1, 'Trisomy 21': 1, 'VIIIth nerve lesion': 1, 'Transferrin normal': 1, 'Vitamin K deficiency': 1, 'X-ray gastrointestinal tract normal': 2, 'Lipase abnormal': 1, 'Blood corticotrophin decreased': 1, 'Feeling guilty': 1, 'Gastrectomy': 1, 'Histology': 1, 'Stoma site rash': 2, 'Nasal potential difference test': 1, 'Spontaneous ejaculation': 1, 'Flavivirus test negative': 1, 'Monofilament pressure perception test': 1, 'Septum pellucidum agenesis': 2, 'Jugular vein occlusion': 1, 'Scrotal cellulitis': 1, 'Maxillofacial operation': 1, 'Fractured sacrum': 1, 'Spinal cord haematoma': 1, 'Heart rate variability test': 1, 'Parophthalmia': 1, 'Scar inflammation': 2, 'Tracheoscopy': 2, 'Escherichia test': 1, 'Pulmonary physical examination normal': 1, 'Inflammation of wound': 2, 'Lymphatic mapping': 1, 'Risk of future pregnancy miscarriage': 1, 'Alpha 1 foetoprotein': 1, 'Bladder neck operation': 1, 'Bronchoalveolar lavage': 2, 'Renal fusion anomaly': 1, 'Application site warmth': 1, 'Enterococcus test positive': 1, 'Rectal spasm': 1, 'Necrolytic migratory erythema': 1, 'Blood alcohol': 1, 'Iliotibial band syndrome': 1, 'Urethral atrophy': 2, 'Rectal discharge': 1, 'Sensory integrative dysfunction': 1, 'Polyp': 1, 'Physical examination of joints abnormal': 1, 'Venous angioma of brain': 2, 'Immunology test normal': 1, 'Diffusion-weighted brain MRI normal': 1, 'Osteolysis': 1, 'Cytomegalovirus viraemia': 1, 'Motor developmental delay': 1, 'Temperature perception test decreased': 1, 'Skin candida': 1, 'Transcutaneous pacing': 1, 'Otoscopy normal': 1, 'Vertebral artery thrombosis': 1, 'Liver transplant rejection': 2, 'Diffuse panbronchiolitis': 1, 'Spinal subarachnoid haemorrhage': 1, 'Uterine polyp': 1, 'Incarcerated incisional hernia': 1, 'Idiosyncratic drug reaction': 1, 'Female sex hormone level': 1, 'Spinal myelogram': 1, 'Cold agglutinins negative': 1, 'Erythroid series abnormal': 1, 'Leukoerythroblastic anaemia': 1, 'Red blood cell spherocytes present': 1, 'Beta globulin decreased': 1, 'Blood ethanal increased': 1, 'Blood mercury normal': 1, 'Cystitis noninfective': 1, 'Salt intoxication': 1, 'Carotid artery aneurysm': 1, 'Left ventricular end-diastolic pressure': 1, 'Pubic pain': 1, 'Pulmonary function test decreased': 1, 'Vertebrobasilar insufficiency': 1, 'Cardiac aneurysm': 1, 'High risk sexual behaviour': 1, 'Chlamydia test positive': 1, 'Diaphragm muscle weakness': 1, 'Beta-2 glycoprotein antibody positive': 1, 'Bile duct stent insertion': 1, 'Mycobacterium avium complex infection': 1, 'Left ventricular false tendon': 1, 'Oesophageal obstruction': 1, 'Creatinine urine decreased': 1, 'Urine osmolarity increased': 1, 'Malignant neoplasm progression': 1, 'Psychomotor retardation': 1, 'Radiologically isolated syndrome': 1, 'Seborrhoea': 1, 'Factor V deficiency': 1, 'Medical observation normal': 1, 'Pseudomonas infection': 1, 'Lumbosacral plexopathy': 1, 'Blood folate decreased': 2, 'Hypergammaglobulinaemia': 2, 'Schistosoma test negative': 2, 'Laryngeal haemorrhage': 1, 'Salpingitis': 1, 'Orchidopexy': 1}\n"
     ]
    }
   ],
   "source": [
    "#print(freq)\n",
    "freqs = sorted(freq.items(), key = lambda x:x[1], reverse = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[('Headache', 56618), ('Pyrexia', 46361), ('Chills', 45441), ('Fatigue', 44685), ('Pain', 41642), ('Nausea', 32789), ('Dizziness', 30733), ('Pain in extremity', 25194), ('Injection site pain', 23591), ('Injection site erythema', 19341), ('Myalgia', 18047), ('Arthralgia', 17017), ('Pruritus', 15890), ('Injection site swelling', 15200), ('Rash', 15153)]\n"
     ]
    }
   ],
   "source": [
    "print(freqs[:15])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Headache', 'Pyrexia', 'Chills', 'Fatigue', 'Pain', 'Nausea', 'Dizziness', 'Pain in extremity', 'Injection site pain', 'Injection site erythema', 'Myalgia', 'Arthralgia', 'Pruritus', 'Injection site swelling', 'Rash']\n",
      "[56618, 46361, 45441, 44685, 41642, 32789, 30733, 25194, 23591, 19341, 18047, 17017, 15890, 15200, 15153]\n"
     ]
    }
   ],
   "source": [
    "x = []\n",
    "y = []\n",
    "for each in freqs[:15]:\n",
    "    x.append(each[0])\n",
    "    y.append(each[1])\n",
    "print(x)\n",
    "print(y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 2232x1440 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(31,20))\n",
    "plt.bar(x, y)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}