cristian-untaru/lora-biobert-medical-triage
Text Classification • 0.1B • Updated • 46
Datasets:
Tasks:
Text Classification
Formats:
csv
Sub-tasks:
multi-class-classification
Languages:
English
Size:
< 1K
Tags:
medical-triage
symptom-classification
healthcare
pre-triage
symcat-derived
natural-language-processing
condition_name stringlengths 3 56 | condition_slug stringlengths 3 54 | symptom_names stringlengths 31 203 | symptom_slugs stringlengths 31 201 | symptom_probabilities stringlengths 8 30 | text stringlengths 76 248 | num_symptoms int64 2 7 | max_symptom_probability int64 2 100 | mean_symptom_probability float64 1.33 91 | urgent_score int64 0 4 | gp_score int64 0 6 | self_score int64 0 2 | label stringclasses 3
values | override_applied bool 2
classes | text_len_words int64 10 39 | label_numeric int64 0 2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Stricture of the esophagus | stricture-of-the-esophagus | ['Difficulty in swallowing', 'Vomiting', 'Regurgitation', 'Lump in throat', 'Sharp chest pain', 'Nausea', 'Difficulty eating'] | ['difficulty-in-swallowing', 'vomiting', 'regurgitation', 'lump-in-throat', 'sharp-chest-pain', 'nausea', 'difficulty-eating'] | [82, 53, 32, 26, 26, 26, 19] | Condition: Stricture of the esophagus. Patient reports: Difficulty in swallowing, Vomiting, Regurgitation, Lump in throat, Sharp chest pain, Nausea, Difficulty eating. | 7 | 82 | 37.714286 | 1 | 1 | 0 | urgent | false | 21 | 2 |
Idiopathic infrequent menstruation | idiopathic-infrequent-menstruation | ['Unpredictable menstruation', 'Painful menstruation', 'Vaginal discharge', 'Sharp abdominal pain', 'Scanty menstrual flow', 'Nausea', 'Infrequent menstruation'] | ['unpredictable-menstruation', 'painful-menstruation', 'vaginal-discharge', 'sharp-abdominal-pain', 'scanty-menstrual-flow', 'nausea', 'infrequent-menstruation'] | [69, 37, 37, 37, 37, 28, 28] | Condition: Idiopathic infrequent menstruation. Patient reports: Unpredictable menstruation, Painful menstruation, Vaginal discharge, Sharp abdominal pain, Scanty menstrual flow, Nausea, Infrequent menstruation. | 7 | 69 | 39 | 0 | 1 | 0 | consult_gp | false | 21 | 1 |
Ectopic pregnancy | ectopic-pregnancy | ['Sharp abdominal pain', 'Pain during pregnancy', 'Spotting or bleeding during pregnancy', 'Lower abdominal pain', 'Pelvic pain', 'Nausea', 'Dizziness'] | ['sharp-abdominal-pain', 'pain-during-pregnancy', 'spotting-or-bleeding-during-pregnancy', 'lower-abdominal-pain', 'pelvic-pain', 'nausea', 'dizziness'] | [79, 66, 60, 60, 48, 27, 24] | Condition: Ectopic pregnancy. Patient reports: Sharp abdominal pain, Pain during pregnancy, Spotting or bleeding during pregnancy, Lower abdominal pain, Pelvic pain, Nausea, Dizziness. | 7 | 79 | 52 | 0 | 2 | 0 | urgent | true | 23 | 2 |
Injury to the hip | injury-to-the-hip | ['Hip pain', 'Leg pain', 'Neck pain', 'Groin pain', 'Lower body pain', 'Hand or finger swelling', 'Peripheral edema'] | ['hip-pain', 'leg-pain', 'neck-pain', 'groin-pain', 'lower-body-pain', 'hand-or-finger-swelling', 'peripheral-edema'] | [84, 45, 28, 28, 17, 17, 17] | Condition: Injury to the hip. Patient reports: Hip pain, Leg pain, Neck pain, Groin pain, Lower body pain, Hand or finger swelling, Peripheral edema. | 7 | 84 | 33.714286 | 0 | 1 | 0 | consult_gp | false | 24 | 1 |
Primary immunodeficiency | primary-immunodeficiency | ['Fatigue', 'Cough', 'Frontal headache', 'Painful sinuses', 'Upper abdominal pain', 'Decreased appetite', 'Arm stiffness or tightness'] | ['fatigue', 'cough', 'frontal-headache', 'painful-sinuses', 'upper-abdominal-pain', 'decreased-appetite', 'arm-stiffness-or-tightness'] | [32, 28, 16, 12, 12, 12, 6] | Condition: Primary immunodeficiency. Patient reports: Fatigue, Cough, Frontal headache, Painful sinuses, Upper abdominal pain, Decreased appetite, Arm stiffness or tightness. | 7 | 32 | 16.857143 | 0 | 3 | 0 | consult_gp | false | 20 | 1 |
Leptospirosis | leptospirosis | ['Pain in eye', 'Shoulder cramps or spasms', 'Facial pain', 'Ankle pain', 'Wrist pain', 'Pain during pregnancy', 'Excessive anger'] | ['pain-in-eye', 'shoulder-cramps-or-spasms', 'facial-pain', 'ankle-pain', 'wrist-pain', 'pain-during-pregnancy', 'excessive-anger'] | [91, 91, 91, 91, 91, 91, 91] | Condition: Leptospirosis. Patient reports: Pain in eye, Shoulder cramps or spasms, Facial pain, Ankle pain, Wrist pain, Pain during pregnancy, Excessive anger. | 7 | 91 | 91 | 0 | 0 | 0 | self_monitor | false | 22 | 0 |
Ovarian torsion | ovarian-torsion | ['Sharp abdominal pain', 'Lower abdominal pain', 'Pelvic pain', 'Ache all over', 'Groin mass', 'Unwanted hair', 'Symptoms of bladder'] | ['sharp-abdominal-pain', 'lower-abdominal-pain', 'pelvic-pain', 'ache-all-over', 'groin-mass', 'unwanted-hair', 'symptoms-of-bladder'] | [63, 48, 44, 25, 18, 10, 10] | Condition: Ovarian torsion. Patient reports: Sharp abdominal pain, Lower abdominal pain, Pelvic pain, Ache all over, Groin mass, Unwanted hair, Symptoms of bladder. | 7 | 63 | 31.142857 | 0 | 1 | 0 | consult_gp | false | 23 | 1 |
Food allergy | food-allergy | ['Allergic reaction', 'Skin rash', 'Itching of skin', 'Nasal congestion', 'Vomiting', 'Wheezing', 'Cough'] | ['allergic-reaction', 'skin-rash', 'itching-of-skin', 'nasal-congestion', 'vomiting', 'wheezing', 'cough'] | [85, 62, 38, 36, 31, 28, 28] | Condition: Food allergy. Patient reports: Allergic reaction, Skin rash, Itching of skin, Nasal congestion, Vomiting, Wheezing, Cough. | 7 | 85 | 44 | 0 | 2 | 1 | consult_gp | false | 17 | 1 |
Open wound of the arm | open-wound-of-the-arm | ['Arm pain', 'Elbow pain', 'Redness in or around nose', 'Elbow lump or mass', 'Hand or finger weakness', 'Elbow swelling', 'Knee weakness'] | ['arm-pain', 'elbow-pain', 'redness-in-or-around-nose', 'elbow-lump-or-mass', 'hand-or-finger-weakness', 'elbow-swelling', 'knee-weakness'] | [26, 12, 2, 1, 1, 1, 1] | Condition: Open wound of the arm. Patient reports: Arm pain, Elbow pain, Redness in or around nose, Elbow lump or mass, Hand or finger weakness, Elbow swelling, Knee weakness. | 7 | 26 | 6.285714 | 0 | 0 | 0 | self_monitor | false | 29 | 0 |
Bronchiectasis | bronchiectasis | ['Cough', 'Shortness of breath', 'Hemoptysis', 'Difficulty breathing', 'Coughing up sputum', 'Nasal congestion', 'Coryza'] | ['cough', 'shortness-of-breath', 'hemoptysis', 'difficulty-breathing', 'coughing-up-sputum', 'nasal-congestion', 'coryza'] | [74, 56, 47, 41, 41, 34, 34] | Condition: Bronchiectasis. Patient reports: Cough, Shortness of breath, Hemoptysis, Difficulty breathing, Coughing up sputum, Nasal congestion, Coryza. | 7 | 74 | 46.714286 | 2 | 0 | 1 | urgent | false | 17 | 2 |
Ear drum damage | ear-drum-damage | ['Ear pain', 'Diminished hearing', 'Fluid in ear', 'Redness in ear', 'Bleeding from ear', 'Nasal congestion', 'Cough'] | ['ear-pain', 'diminished-hearing', 'fluid-in-ear', 'redness-in-ear', 'bleeding-from-ear', 'nasal-congestion', 'cough'] | [80, 60, 43, 41, 30, 28, 25] | Condition: Ear drum damage. Patient reports: Ear pain, Diminished hearing, Fluid in ear, Redness in ear, Bleeding from ear, Nasal congestion, Cough. | 7 | 80 | 43.857143 | 0 | 1 | 1 | consult_gp | false | 22 | 1 |
Cerebral edema | cerebral-edema | ['Headache', 'Neck pain', 'Focal weakness', 'Diminished vision', 'Vomiting', 'Difficulty speaking', 'Loss of sensation'] | ['headache', 'neck-pain', 'focal-weakness', 'diminished-vision', 'vomiting', 'difficulty-speaking', 'loss-of-sensation'] | [84, 63, 52, 44, 44, 34, 34] | Condition: Cerebral edema. Patient reports: Headache, Neck pain, Focal weakness, Diminished vision, Vomiting, Difficulty speaking, Loss of sensation. | 7 | 84 | 50.714286 | 0 | 2 | 0 | consult_gp | false | 18 | 1 |
Seborrheic dermatitis | seborrheic-dermatitis | ['Skin rash', 'Skin dryness, peeling, scaliness, or roughness', 'Abnormal appearing skin', 'Itching of skin', 'Irregular appearing scalp', 'Dry or flaky scalp', 'Itchy scalp'] | ['skin-rash', 'skin-dryness-peeling-scaliness-or-roughness', 'abnormal-appearing-skin', 'itching-of-skin', 'irregular-appearing-scalp', 'dry-or-flaky-scalp', 'itchy-scalp'] | [74, 49, 47, 40, 38, 34, 32] | Condition: Seborrheic dermatitis. Patient reports: Skin rash, Skin dryness, peeling, scaliness, or roughness, Abnormal appearing skin, Itching of skin, Irregular appearing scalp, Dry or flaky scalp, Itchy scalp. | 7 | 74 | 44.857143 | 0 | 1 | 0 | self_monitor | true | 28 | 0 |
Obesity | obesity | ['Weight gain', 'Abnormal breathing sounds', 'Sleepiness', 'Apnea', 'Excessive appetite'] | ['weight-gain', 'abnormal-breathing-sounds', 'sleepiness', 'apnea', 'excessive-appetite'] | [56, 10, 10, 10, 4] | Condition: Obesity. Patient reports: Weight gain, Abnormal breathing sounds, Sleepiness, Apnea, Excessive appetite. | 5 | 56 | 18 | 0 | 0 | 0 | self_monitor | true | 13 | 0 |
Psoriasis | psoriasis | ['Skin rash', 'Itching of skin', 'Skin dryness, peeling, scaliness, or roughness', 'Skin lesion', 'Abnormal appearing skin', 'Itchy scalp', 'Irregular appearing scalp'] | ['skin-rash', 'itching-of-skin', 'skin-dryness-peeling-scaliness-or-roughness', 'skin-lesion', 'abnormal-appearing-skin', 'itchy-scalp', 'irregular-appearing-scalp'] | [64, 38, 26, 24, 22, 16, 14] | Condition: Psoriasis. Patient reports: Skin rash, Itching of skin, Skin dryness, peeling, scaliness, or roughness, Skin lesion, Abnormal appearing skin, Itchy scalp, Irregular appearing scalp. | 7 | 64 | 29.142857 | 0 | 1 | 0 | consult_gp | false | 25 | 1 |
Croup | croup | ['Cough', 'Fever', 'Difficulty breathing', 'Nasal congestion', 'Wheezing', 'Shortness of breath', 'Vomiting'] | ['cough', 'fever', 'difficulty-breathing', 'nasal-congestion', 'wheezing', 'shortness-of-breath', 'vomiting'] | [94, 77, 66, 66, 50, 37, 32] | Condition: Croup. Patient reports: Cough, Fever, Difficulty breathing, Nasal congestion, Wheezing, Shortness of breath, Vomiting. | 7 | 94 | 60.285714 | 2 | 2 | 1 | urgent | false | 15 | 2 |
Thoracic aortic aneurysm | thoracic-aortic-aneurysm | ['Sharp chest pain', 'Dizziness', 'Back pain', 'Shortness of breath', 'Sharp abdominal pain', 'Fatigue', 'Chest tightness'] | ['sharp-chest-pain', 'dizziness', 'back-pain', 'shortness-of-breath', 'sharp-abdominal-pain', 'fatigue', 'chest-tightness'] | [68, 42, 38, 38, 29, 23, 17] | Condition: Thoracic aortic aneurysm. Patient reports: Sharp chest pain, Dizziness, Back pain, Shortness of breath, Sharp abdominal pain, Fatigue, Chest tightness. | 7 | 68 | 36.428571 | 3 | 4 | 0 | urgent | true | 21 | 2 |
Pericarditis | pericarditis | ['Sharp chest pain', 'Shortness of breath', 'Difficulty breathing', 'Chest tightness', 'Sharp abdominal pain', 'Nausea', 'Irregular heartbeat'] | ['sharp-chest-pain', 'shortness-of-breath', 'difficulty-breathing', 'chest-tightness', 'sharp-abdominal-pain', 'nausea', 'irregular-heartbeat'] | [88, 66, 45, 45, 28, 28, 21] | Condition: Pericarditis. Patient reports: Sharp chest pain, Shortness of breath, Difficulty breathing, Chest tightness, Sharp abdominal pain, Nausea, Irregular heartbeat. | 7 | 88 | 45.857143 | 4 | 1 | 0 | urgent | false | 20 | 2 |
Thalassemia | thalassemia | ['Congestion in chest', 'Insomnia', 'Fatigue', 'Regurgitation', 'Coryza', 'Knee swelling', 'Diminished vision'] | ['congestion-in-chest', 'insomnia', 'fatigue', 'regurgitation', 'coryza', 'knee-swelling', 'diminished-vision'] | [23, 23, 23, 23, 23, 23, 23] | Condition: Thalassemia. Patient reports: Congestion in chest, Insomnia, Fatigue, Regurgitation, Coryza, Knee swelling, Diminished vision. | 7 | 23 | 23 | 0 | 1 | 0 | consult_gp | false | 15 | 1 |
Crohn disease | crohn-disease | ['Sharp abdominal pain', 'Diarrhea', 'Vomiting', 'Nausea', 'Burning abdominal pain', 'Blood in stool', 'Rectal bleeding'] | ['sharp-abdominal-pain', 'diarrhea', 'vomiting', 'nausea', 'burning-abdominal-pain', 'blood-in-stool', 'rectal-bleeding'] | [74, 42, 38, 33, 20, 17, 15] | Condition: Crohn disease. Patient reports: Sharp abdominal pain, Diarrhea, Vomiting, Nausea, Burning abdominal pain, Blood in stool, Rectal bleeding. | 7 | 74 | 34.142857 | 0 | 3 | 0 | consult_gp | false | 19 | 1 |
Kaposi sarcoma | kaposi-sarcoma | ['Leg pain', 'Foot or toe pain', 'Cough', 'Lip swelling', 'Skin lesion', 'Depression', 'Sharp abdominal pain'] | ['leg-pain', 'foot-or-toe-pain', 'cough', 'lip-swelling', 'skin-lesion', 'depression', 'sharp-abdominal-pain'] | [45, 45, 45, 45, 45, 45, 45] | Condition: Kaposi sarcoma. Patient reports: Leg pain, Foot or toe pain, Cough, Lip swelling, Skin lesion, Depression, Sharp abdominal pain. | 7 | 45 | 45 | 0 | 1 | 0 | consult_gp | false | 20 | 1 |
Breast cyst | breast-cyst | ['Lump or mass of breast', 'Pain or soreness of breast', 'Bleeding or discharge from nipple', 'Skin growth', 'Neck mass', 'Warts', 'Irregular belly button'] | ['lump-or-mass-of-breast', 'pain-or-soreness-of-breast', 'bleeding-or-discharge-from-nipple', 'skin-growth', 'neck-mass', 'warts', 'irregular-belly-button'] | [89, 56, 21, 21, 6, 6, 6] | Condition: Breast cyst. Patient reports: Lump or mass of breast, Pain or soreness of breast, Bleeding or discharge from nipple, Skin growth, Neck mass, Warts, Irregular belly button. | 7 | 89 | 29.285714 | 0 | 0 | 0 | self_monitor | false | 28 | 0 |
Chronic sinusitis | chronic-sinusitis | ['Cough', 'Nasal congestion', 'Headache', 'Sore throat', 'Fever', 'Frontal headache', 'Coryza'] | ['cough', 'nasal-congestion', 'headache', 'sore-throat', 'fever', 'frontal-headache', 'coryza'] | [75, 75, 62, 59, 48, 40, 39] | Condition: Chronic sinusitis. Patient reports: Cough, Nasal congestion, Headache, Sore throat, Fever, Frontal headache, Coryza. | 7 | 75 | 56.857143 | 0 | 3 | 1 | consult_gp | false | 15 | 1 |
Fetal alcohol syndrome | fetal-alcohol-syndrome | ['Excessive anger', 'Temper problems', 'Lack of growth', 'Eye redness', 'Depressive or psychotic symptoms', 'Hostile behavior', 'Smoking problems'] | ['excessive-anger', 'temper-problems', 'lack-of-growth', 'eye-redness', 'depressive-or-psychotic-symptoms', 'hostile-behavior', 'smoking-problems'] | [58, 58, 40, 40, 40, 40, 40] | Condition: Fetal alcohol syndrome. Patient reports: Excessive anger, Temper problems, Lack of growth, Eye redness, Depressive or psychotic symptoms, Hostile behavior, Smoking problems. | 7 | 58 | 45.142857 | 0 | 0 | 0 | self_monitor | false | 23 | 0 |
Injury to the finger | injury-to-the-finger | ['Hand or finger pain', 'Hand or finger swelling', 'Hand or finger stiffness or tightness', 'Hand or finger weakness', 'Swelling of scrotum', 'Hand or finger lump or mass'] | ['hand-or-finger-pain', 'hand-or-finger-swelling', 'hand-or-finger-stiffness-or-tightness', 'hand-or-finger-weakness', 'swelling-of-scrotum', 'hand-or-finger-lump-or-mass'] | [66, 35, 8, 3, 3, 3] | Condition: Injury to the finger. Patient reports: Hand or finger pain, Hand or finger swelling, Hand or finger stiffness or tightness, Hand or finger weakness, Swelling of scrotum, Hand or finger lump or mass. | 6 | 66 | 19.666667 | 0 | 0 | 0 | self_monitor | false | 34 | 0 |
Head injury | head-injury | ['Headache', 'Neck pain', 'Dizziness', 'Back pain', 'Fainting', 'Facial pain', 'Lip swelling'] | ['headache', 'neck-pain', 'dizziness', 'back-pain', 'fainting', 'facial-pain', 'lip-swelling'] | [68, 36, 29, 25, 15, 12, 3] | Condition: Head injury. Patient reports: Headache, Neck pain, Dizziness, Back pain, Fainting, Facial pain, Lip swelling. | 7 | 68 | 26.857143 | 1 | 3 | 0 | urgent | false | 16 | 2 |
Urinary tract infection | urinary-tract-infection | ['Painful urination', 'Suprapubic pain', 'Sharp abdominal pain', 'Frequent urination', 'Fever', 'Vomiting', 'Back pain'] | ['painful-urination', 'suprapubic-pain', 'sharp-abdominal-pain', 'frequent-urination', 'fever', 'vomiting', 'back-pain'] | [65, 60, 60, 46, 42, 40, 36] | Condition: Urinary tract infection. Patient reports: Painful urination, Suprapubic pain, Sharp abdominal pain, Frequent urination, Fever, Vomiting, Back pain. | 7 | 65 | 49.857143 | 0 | 5 | 0 | consult_gp | false | 19 | 1 |
Peritonsillar abscess | peritonsillar-abscess | ['Sore throat', 'Difficulty in swallowing', 'Swollen or red tonsils', 'Fever', 'Ear pain', 'Throat feels tight', 'Headache'] | ['sore-throat', 'difficulty-in-swallowing', 'swollen-or-red-tonsils', 'fever', 'ear-pain', 'throat-feels-tight', 'headache'] | [94, 62, 41, 41, 41, 34, 26] | Condition: Peritonsillar abscess. Patient reports: Sore throat, Difficulty in swallowing, Swollen or red tonsils, Fever, Ear pain, Throat feels tight, Headache. | 7 | 94 | 48.428571 | 0 | 4 | 0 | consult_gp | false | 21 | 1 |
Premature ovarian failure | premature-ovarian-failure | ['Infertility', 'Unpredictable menstruation', 'Absence of menstruation', 'Pelvic pain', 'Weight gain', 'Heavy menstrual flow', 'Hot flashes'] | ['infertility', 'unpredictable-menstruation', 'absence-of-menstruation', 'pelvic-pain', 'weight-gain', 'heavy-menstrual-flow', 'hot-flashes'] | [82, 22, 22, 18, 13, 7, 7] | Condition: Premature ovarian failure. Patient reports: Infertility, Unpredictable menstruation, Absence of menstruation, Pelvic pain, Weight gain, Heavy menstrual flow, Hot flashes. | 7 | 82 | 24.428571 | 0 | 0 | 0 | self_monitor | false | 21 | 0 |
Injury to the arm | injury-to-the-arm | ['Wrist pain', 'Elbow pain', 'Arm pain', 'Hand or finger pain', 'Loss of sensation', 'Wrist swelling', 'Hand or finger swelling'] | ['wrist-pain', 'elbow-pain', 'arm-pain', 'hand-or-finger-pain', 'loss-of-sensation', 'wrist-swelling', 'hand-or-finger-swelling'] | [80, 69, 54, 38, 21, 19, 14] | Condition: Injury to the arm. Patient reports: Wrist pain, Elbow pain, Arm pain, Hand or finger pain, Loss of sensation, Wrist swelling, Hand or finger swelling. | 7 | 80 | 42.142857 | 0 | 0 | 0 | self_monitor | false | 26 | 0 |
Open wound from surgical incision | open-wound-from-surgical-incision | ['Skin lesion', 'Skin swelling', 'Recent pregnancy', 'Knee swelling', 'Flatulence', 'Skin on leg or foot looks infected', 'Heavy menstrual flow'] | ['skin-lesion', 'skin-swelling', 'recent-pregnancy', 'knee-swelling', 'flatulence', 'skin-on-leg-or-foot-looks-infected', 'heavy-menstrual-flow'] | [21, 10, 10, 5, 5, 5, 5] | Condition: Open wound from surgical incision. Patient reports: Skin lesion, Skin swelling, Recent pregnancy, Knee swelling, Flatulence, Skin on leg or foot looks infected, Heavy menstrual flow. | 7 | 21 | 8.714286 | 0 | 0 | 1 | self_monitor | false | 27 | 0 |
Hirschsprung disease | hirschsprung-disease | ['Constipation', 'Ankle pain', 'Vomiting', 'Sharp abdominal pain', 'Wrist weakness', 'Elbow weakness', 'Eye strain'] | ['constipation', 'ankle-pain', 'vomiting', 'sharp-abdominal-pain', 'wrist-weakness', 'elbow-weakness', 'eye-strain'] | [86, 41, 41, 41, 3, 3, 3] | Condition: Hirschsprung disease. Patient reports: Constipation, Ankle pain, Vomiting, Sharp abdominal pain, Wrist weakness, Elbow weakness, Eye strain. | 7 | 86 | 31.142857 | 0 | 2 | 0 | consult_gp | false | 18 | 1 |
Coronary atherosclerosis | coronary-atherosclerosis | ['Sharp chest pain', 'Shortness of breath', 'Fatigue', 'Chest tightness', 'Palpitations', 'Irregular heartbeat', 'Lymphedema'] | ['sharp-chest-pain', 'shortness-of-breath', 'fatigue', 'chest-tightness', 'palpitations', 'irregular-heartbeat', 'lymphedema'] | [55, 41, 20, 18, 12, 5, 5] | Condition: Coronary atherosclerosis. Patient reports: Sharp chest pain, Shortness of breath, Fatigue, Chest tightness, Palpitations, Irregular heartbeat, Lymphedema. | 7 | 55 | 22.285714 | 3 | 3 | 0 | urgent | false | 18 | 2 |
Ovarian cyst | ovarian-cyst | ['Sharp abdominal pain', 'Lower abdominal pain', 'Pelvic pain', 'Vomiting', 'Side pain', 'Nausea', 'Burning abdominal pain'] | ['sharp-abdominal-pain', 'lower-abdominal-pain', 'pelvic-pain', 'vomiting', 'side-pain', 'nausea', 'burning-abdominal-pain'] | [81, 59, 50, 38, 38, 37, 31] | Condition: Ovarian cyst. Patient reports: Sharp abdominal pain, Lower abdominal pain, Pelvic pain, Vomiting, Side pain, Nausea, Burning abdominal pain. | 7 | 81 | 47.714286 | 0 | 2 | 0 | self_monitor | true | 20 | 0 |
Hypergammaglobulinemia | hypergammaglobulinemia | ['Fatigue', 'Hip stiffness or tightness', 'Blood in stool', 'Knee stiffness or tightness'] | ['fatigue', 'hip-stiffness-or-tightness', 'blood-in-stool', 'knee-stiffness-or-tightness'] | [41, 8, 8, 8] | Condition: Hypergammaglobulinemia. Patient reports: Fatigue, Hip stiffness or tightness, Blood in stool, Knee stiffness or tightness. | 4 | 41 | 16.25 | 0 | 1 | 0 | consult_gp | false | 16 | 1 |
Blepharospasm | blepharospasm | ['Abnormal movement of eyelid', 'Diminished vision', 'Eye moves abnormally', 'Leg weakness', 'Pain during intercourse', 'Eyelid lesion or rash', 'Arm weakness'] | ['abnormal-movement-of-eyelid', 'diminished-vision', 'eye-moves-abnormally', 'leg-weakness', 'pain-during-intercourse', 'eyelid-lesion-or-rash', 'arm-weakness'] | [79, 43, 27, 27, 27, 27, 27] | Condition: Blepharospasm. Patient reports: Abnormal movement of eyelid, Diminished vision, Eye moves abnormally, Leg weakness, Pain during intercourse, Eyelid lesion or rash, Arm weakness. | 7 | 79 | 36.714286 | 2 | 0 | 0 | urgent | false | 24 | 2 |
Heat exhaustion | heat-exhaustion | ['Dizziness', 'Weakness', 'Headache', 'Fainting', 'Vomiting', 'Nausea', 'Sharp chest pain'] | ['dizziness', 'weakness', 'headache', 'fainting', 'vomiting', 'nausea', 'sharp-chest-pain'] | [80, 68, 64, 61, 58, 58, 42] | Condition: Heat exhaustion. Patient reports: Dizziness, Weakness, Headache, Fainting, Vomiting, Nausea, Sharp chest pain. | 7 | 80 | 61.571429 | 2 | 3 | 0 | urgent | false | 14 | 2 |
Scleroderma | scleroderma | ['Skin lesion', 'Skin rash', 'Skin dryness, peeling, scaliness, or roughness', 'Abnormal appearing skin', 'Itching of skin', 'Skin growth', 'Lip swelling'] | ['skin-lesion', 'skin-rash', 'skin-dryness-peeling-scaliness-or-roughness', 'abnormal-appearing-skin', 'itching-of-skin', 'skin-growth', 'lip-swelling'] | [53, 53, 42, 35, 32, 30, 15] | Condition: Scleroderma. Patient reports: Skin lesion, Skin rash, Skin dryness, peeling, scaliness, or roughness, Abnormal appearing skin, Itching of skin, Skin growth, Lip swelling. | 7 | 53 | 37.142857 | 0 | 1 | 0 | consult_gp | false | 24 | 1 |
G6PD enzyme deficiency | g6pd-enzyme-deficiency | ['Cough', 'Nasal congestion', 'Excessive growth', 'Wrist weakness', 'Elbow weakness', 'Elbow cramps or spasms', 'Feeling hot and cold'] | ['cough', 'nasal-congestion', 'excessive-growth', 'wrist-weakness', 'elbow-weakness', 'elbow-cramps-or-spasms', 'feeling-hot-and-cold'] | [43, 43, 3, 3, 3, 3, 3] | Condition: G6PD enzyme deficiency. Patient reports: Cough, Nasal congestion, Excessive growth, Wrist weakness, Elbow weakness, Elbow cramps or spasms, Feeling hot and cold. | 7 | 43 | 14.428571 | 0 | 0 | 1 | self_monitor | false | 23 | 0 |
Foreign body in the ear | foreign-body-in-the-ear | ['Ear pain', 'Diminished hearing', 'Bleeding from ear', 'Fluid in ear', 'Throat feels tight', 'Skin irritation', 'Irregular appearing scalp'] | ['ear-pain', 'diminished-hearing', 'bleeding-from-ear', 'fluid-in-ear', 'throat-feels-tight', 'skin-irritation', 'irregular-appearing-scalp'] | [70, 17, 14, 11, 4, 4, 4] | Condition: Foreign body in the ear. Patient reports: Ear pain, Diminished hearing, Bleeding from ear, Fluid in ear, Throat feels tight, Skin irritation, Irregular appearing scalp. | 7 | 70 | 17.714286 | 0 | 1 | 0 | consult_gp | false | 26 | 1 |
Dislocation of the finger | dislocation-of-the-finger | ['Hand or finger pain', 'Hand or finger swelling', 'Hand or finger stiffness or tightness', 'Wrist pain', 'Difficulty speaking', 'Joint pain', 'Hysterical behavior'] | ['hand-or-finger-pain', 'hand-or-finger-swelling', 'hand-or-finger-stiffness-or-tightness', 'wrist-pain', 'difficulty-speaking', 'joint-pain', 'hysterical-behavior'] | [79, 38, 18, 13, 7, 7, 7] | Condition: Dislocation of the finger. Patient reports: Hand or finger pain, Hand or finger swelling, Hand or finger stiffness or tightness, Wrist pain, Difficulty speaking, Joint pain, Hysterical behavior. | 7 | 79 | 24.142857 | 0 | 1 | 0 | consult_gp | false | 29 | 1 |
Anxiety | anxiety | ['Anxiety and nervousness', 'Depression', 'Sharp chest pain', 'Depressive or psychotic symptoms', 'Shortness of breath', 'Headache', 'Insomnia'] | ['anxiety-and-nervousness', 'depression', 'sharp-chest-pain', 'depressive-or-psychotic-symptoms', 'shortness-of-breath', 'headache', 'insomnia'] | [82, 43, 38, 35, 29, 27, 24] | Condition: Anxiety. Patient reports: Anxiety and nervousness, Depression, Sharp chest pain, Depressive or psychotic symptoms, Shortness of breath, Headache, Insomnia. | 7 | 82 | 39.714286 | 2 | 1 | 0 | urgent | false | 20 | 2 |
Flu | flu | ['Fever', 'Cough', 'Sore throat', 'Nasal congestion', 'Ache all over', 'Flu-like syndrome', 'Headache'] | ['fever', 'cough', 'sore-throat', 'nasal-congestion', 'ache-all-over', 'flu-like-syndrome', 'headache'] | [91, 87, 63, 63, 56, 52, 52] | Condition: Flu. Patient reports: Fever, Cough, Sore throat, Nasal congestion, Ache all over, Flu-like syndrome, Headache. | 7 | 91 | 66.285714 | 0 | 3 | 1 | consult_gp | false | 16 | 1 |
Anemia | anemia | ['Fatigue', 'Weakness', 'Dizziness', 'Shortness of breath', 'Nosebleed', 'Heavy menstrual flow', 'Melena'] | ['fatigue', 'weakness', 'dizziness', 'shortness-of-breath', 'nosebleed', 'heavy-menstrual-flow', 'melena'] | [32, 28, 27, 26, 8, 8, 4] | Condition: Anemia. Patient reports: Fatigue, Weakness, Dizziness, Shortness of breath, Nosebleed, Heavy menstrual flow, Melena. | 7 | 32 | 19 | 2 | 2 | 0 | urgent | false | 15 | 2 |
Extrapyramidal effect of drugs | extrapyramidal-effect-of-drugs | ['Abnormal involuntary movements', 'Seizures', 'Anxiety and nervousness', 'Disturbance of memory', 'Nausea', 'Cramps and spasms', 'Problems with movement'] | ['abnormal-involuntary-movements', 'seizures', 'anxiety-and-nervousness', 'disturbance-of-memory', 'nausea', 'cramps-and-spasms', 'problems-with-movement'] | [66, 41, 31, 25, 25, 25, 25] | Condition: Extrapyramidal effect of drugs. Patient reports: Abnormal involuntary movements, Seizures, Anxiety and nervousness, Disturbance of memory, Nausea, Cramps and spasms, Problems with movement. | 7 | 66 | 34 | 1 | 0 | 0 | urgent | false | 24 | 2 |
Dislocation of the knee | dislocation-of-the-knee | ['Knee pain', 'Shoulder pain', 'Knee swelling', 'Joint pain', 'Knee stiffness or tightness'] | ['knee-pain', 'shoulder-pain', 'knee-swelling', 'joint-pain', 'knee-stiffness-or-tightness'] | [95, 30, 30, 18, 18] | Condition: Dislocation of the knee. Patient reports: Knee pain, Shoulder pain, Knee swelling, Joint pain, Knee stiffness or tightness. | 5 | 95 | 38.2 | 0 | 1 | 0 | consult_gp | false | 19 | 1 |
Insect bite | insect-bite | ['Skin rash', 'Abnormal appearing skin', 'Itching of skin', 'Skin swelling', 'Skin lesion', 'Peripheral edema', 'Hand or finger swelling'] | ['skin-rash', 'abnormal-appearing-skin', 'itching-of-skin', 'skin-swelling', 'skin-lesion', 'peripheral-edema', 'hand-or-finger-swelling'] | [71, 47, 46, 31, 26, 19, 17] | Condition: Insect bite. Patient reports: Skin rash, Abnormal appearing skin, Itching of skin, Skin swelling, Skin lesion, Peripheral edema, Hand or finger swelling. | 7 | 71 | 36.714286 | 0 | 2 | 0 | consult_gp | false | 23 | 1 |
Molluscum contagiosum | molluscum-contagiosum | ['Skin rash', 'Skin swelling', 'Skin lesion', 'Warts', 'Itching of skin', 'Arm lump or mass', 'Abnormal appearing skin'] | ['skin-rash', 'skin-swelling', 'skin-lesion', 'warts', 'itching-of-skin', 'arm-lump-or-mass', 'abnormal-appearing-skin'] | [76, 56, 54, 49, 29, 25, 25] | Condition: Molluscum contagiosum. Patient reports: Skin rash, Skin swelling, Skin lesion, Warts, Itching of skin, Arm lump or mass, Abnormal appearing skin. | 7 | 76 | 44.857143 | 0 | 1 | 0 | self_monitor | true | 22 | 0 |
Toxoplasmosis | toxoplasmosis | ['Eye redness', 'Diminished vision', 'Itchy scalp', 'Blindness', 'Irregular appearing scalp', 'Elbow weakness', 'Cross-eyed'] | ['eye-redness', 'diminished-vision', 'itchy-scalp', 'blindness', 'irregular-appearing-scalp', 'elbow-weakness', 'cross-eyed'] | [49, 49, 49, 49, 49, 4, 4] | Condition: Toxoplasmosis. Patient reports: Eye redness, Diminished vision, Itchy scalp, Blindness, Irregular appearing scalp, Elbow weakness, Cross-eyed. | 7 | 49 | 36.142857 | 0 | 0 | 0 | self_monitor | false | 17 | 0 |
Hypocalcemia | hypocalcemia | ['Shortness of breath', 'Sharp abdominal pain', 'Loss of sensation', 'Seizures', 'Weakness', 'Paresthesia', 'Sharp chest pain'] | ['shortness-of-breath', 'sharp-abdominal-pain', 'loss-of-sensation', 'seizures', 'weakness', 'paresthesia', 'sharp-chest-pain'] | [49, 49, 43, 43, 43, 43, 43] | Condition: Hypocalcemia. Patient reports: Shortness of breath, Sharp abdominal pain, Loss of sensation, Seizures, Weakness, Paresthesia, Sharp chest pain. | 7 | 49 | 44.714286 | 3 | 1 | 0 | urgent | false | 19 | 2 |
Spinocerebellar ataxia | spinocerebellar-ataxia | ['Problems with movement', 'Dizziness', 'Abnormal involuntary movements', 'Skin rash', 'Fainting', 'Difficulty speaking', 'Headache'] | ['problems-with-movement', 'dizziness', 'abnormal-involuntary-movements', 'skin-rash', 'fainting', 'difficulty-speaking', 'headache'] | [72, 53, 42, 27, 27, 27, 27] | Condition: Spinocerebellar ataxia. Patient reports: Problems with movement, Dizziness, Abnormal involuntary movements, Skin rash, Fainting, Difficulty speaking, Headache. | 7 | 72 | 39.285714 | 1 | 3 | 0 | urgent | false | 18 | 2 |
Lymphangitis | lymphangitis | ['Skin on arm or hand looks infected', 'Neck swelling', 'Skin on leg or foot looks infected', 'Skin on head or neck looks infected', 'Foot or toe lump or mass', 'Flu-like syndrome', 'Foot or toe pain'] | ['skin-on-arm-or-hand-looks-infected', 'neck-swelling', 'skin-on-leg-or-foot-looks-infected', 'skin-on-head-or-neck-looks-infected', 'foot-or-toe-lump-or-mass', 'flu-like-syndrome', 'foot-or-toe-pain'] | [52, 52, 52, 34, 34, 34, 34] | Condition: Lymphangitis. Patient reports: Skin on arm or hand looks infected, Neck swelling, Skin on leg or foot looks infected, Skin on head or neck looks infected, Foot or toe lump or mass, Flu-like syndrome, Foot or toe pain. | 7 | 52 | 41.714286 | 0 | 0 | 0 | self_monitor | false | 39 | 0 |
Pulmonary hypertension | pulmonary-hypertension | ['Shortness of breath', 'Difficulty breathing', 'Fatigue', 'Sharp chest pain', 'Cough', 'Feeling ill', 'Wheezing'] | ['shortness-of-breath', 'difficulty-breathing', 'fatigue', 'sharp-chest-pain', 'cough', 'feeling-ill', 'wheezing'] | [68, 39, 33, 31, 25, 16, 16] | Condition: Pulmonary hypertension. Patient reports: Shortness of breath, Difficulty breathing, Fatigue, Sharp chest pain, Cough, Feeling ill, Wheezing. | 7 | 68 | 32.571429 | 3 | 1 | 0 | urgent | false | 18 | 2 |
Congenital heart defect | congenital-heart-defect | ['Sharp chest pain', 'Lack of growth', 'Lymphedema', 'Arm swelling', 'Infant feeding problem', 'Slurring words', 'Irregular belly button'] | ['sharp-chest-pain', 'lack-of-growth', 'lymphedema', 'arm-swelling', 'infant-feeding-problem', 'slurring-words', 'irregular-belly-button'] | [26, 6, 6, 4, 4, 2, 2] | Condition: Congenital heart defect. Patient reports: Sharp chest pain, Lack of growth, Lymphedema, Arm swelling, Infant feeding problem, Slurring words, Irregular belly button. | 7 | 26 | 7.142857 | 1 | 1 | 0 | urgent | false | 23 | 2 |
Intestinal malabsorption | intestinal-malabsorption | ['Diarrhea', 'Vomiting', 'Sharp abdominal pain', 'Allergic reaction', 'Irritable infant', 'Infant feeding problem', 'Cough'] | ['diarrhea', 'vomiting', 'sharp-abdominal-pain', 'allergic-reaction', 'irritable-infant', 'infant-feeding-problem', 'cough'] | [64, 51, 43, 38, 33, 33, 33] | Condition: Intestinal malabsorption. Patient reports: Diarrhea, Vomiting, Sharp abdominal pain, Allergic reaction, Irritable infant, Infant feeding problem, Cough. | 7 | 64 | 42.142857 | 0 | 3 | 0 | consult_gp | false | 18 | 1 |
Celiac disease | celiac-disease | ['Sharp abdominal pain', 'Diarrhea', 'Regurgitation', 'Fatigue', 'Vomiting', 'Nausea', 'Allergic reaction'] | ['sharp-abdominal-pain', 'diarrhea', 'regurgitation', 'fatigue', 'vomiting', 'nausea', 'allergic-reaction'] | [52, 52, 47, 41, 41, 34, 25] | Condition: Celiac disease. Patient reports: Sharp abdominal pain, Diarrhea, Regurgitation, Fatigue, Vomiting, Nausea, Allergic reaction. | 7 | 52 | 41.714286 | 0 | 4 | 0 | consult_gp | false | 15 | 1 |
Dengue fever | dengue-fever | ['Sore throat', 'Fever', 'Shoulder cramps or spasms', 'Ankle pain', 'Wrist pain', 'Pain during pregnancy', 'Joint stiffness or tightness'] | ['sore-throat', 'fever', 'shoulder-cramps-or-spasms', 'ankle-pain', 'wrist-pain', 'pain-during-pregnancy', 'joint-stiffness-or-tightness'] | [100, 100, 32, 32, 32, 32, 32] | Condition: Dengue fever. Patient reports: Sore throat, Fever, Shoulder cramps or spasms, Ankle pain, Wrist pain, Pain during pregnancy, Joint stiffness or tightness. | 7 | 100 | 51.428571 | 0 | 2 | 0 | consult_gp | false | 23 | 1 |
Hydatidiform mole | hydatidiform-mole | ['Spotting or bleeding during pregnancy', 'Pain during pregnancy', 'Problems during pregnancy', 'Sharp abdominal pain', 'Low back pain', 'Nausea', 'Dizziness'] | ['spotting-or-bleeding-during-pregnancy', 'pain-during-pregnancy', 'problems-during-pregnancy', 'sharp-abdominal-pain', 'low-back-pain', 'nausea', 'dizziness'] | [71, 52, 44, 44, 34, 34, 34] | Condition: Hydatidiform mole. Patient reports: Spotting or bleeding during pregnancy, Pain during pregnancy, Problems during pregnancy, Sharp abdominal pain, Low back pain, Nausea, Dizziness. | 7 | 71 | 44.714286 | 0 | 3 | 0 | consult_gp | false | 24 | 1 |
Kidney cancer | kidney-cancer | ['Kidney mass', 'Retention of urine', 'Blood in urine', 'Symptoms of the kidneys', 'Symptoms of prostate', 'Excessive urination at night', 'Involuntary urination'] | ['kidney-mass', 'retention-of-urine', 'blood-in-urine', 'symptoms-of-the-kidneys', 'symptoms-of-prostate', 'excessive-urination-at-night', 'involuntary-urination'] | [35, 13, 10, 10, 7, 7, 7] | Condition: Kidney cancer. Patient reports: Kidney mass, Retention of urine, Blood in urine, Symptoms of the kidneys, Symptoms of prostate, Excessive urination at night, Involuntary urination. | 7 | 35 | 12.714286 | 0 | 1 | 0 | consult_gp | false | 26 | 1 |
Myocarditis | myocarditis | ['Palpitations', 'Ache all over', 'Cough', 'Chest tightness', 'Fever', 'Sharp chest pain', 'Weakness'] | ['palpitations', 'ache-all-over', 'cough', 'chest-tightness', 'fever', 'sharp-chest-pain', 'weakness'] | [67, 56, 56, 56, 56, 56, 38] | Condition: Myocarditis. Patient reports: Palpitations, Ache all over, Cough, Chest tightness, Fever, Sharp chest pain, Weakness. | 7 | 67 | 55 | 2 | 2 | 0 | urgent | false | 16 | 2 |
Myasthenia gravis | myasthenia-gravis | ['Double vision', 'Weakness', 'Fatigue', 'Abnormal movement of eyelid', 'Dizziness', 'Focal weakness', 'Headache'] | ['double-vision', 'weakness', 'fatigue', 'abnormal-movement-of-eyelid', 'dizziness', 'focal-weakness', 'headache'] | [50, 48, 36, 28, 28, 28, 24] | Condition: Myasthenia gravis. Patient reports: Double vision, Weakness, Fatigue, Abnormal movement of eyelid, Dizziness, Focal weakness, Headache. | 7 | 50 | 34.571429 | 0 | 3 | 0 | consult_gp | false | 17 | 1 |
Esophageal varices | esophageal-varices | ['Burning abdominal pain', 'Nausea', 'Changes in stool appearance', 'Dizziness', 'Weakness', 'Lower abdominal pain', 'Sharp abdominal pain'] | ['burning-abdominal-pain', 'nausea', 'changes-in-stool-appearance', 'dizziness', 'weakness', 'lower-abdominal-pain', 'sharp-abdominal-pain'] | [41, 41, 41, 26, 26, 26, 26] | Condition: Esophageal varices. Patient reports: Burning abdominal pain, Nausea, Changes in stool appearance, Dizziness, Weakness, Lower abdominal pain, Sharp abdominal pain. | 7 | 41 | 32.428571 | 0 | 2 | 0 | consult_gp | false | 21 | 1 |
Sebaceous cyst | sebaceous-cyst | ['Skin growth', 'Skin swelling', 'Skin lesion', 'Abnormal appearing skin', 'Neck mass', 'Back mass or lump', 'Acne or pimples'] | ['skin-growth', 'skin-swelling', 'skin-lesion', 'abnormal-appearing-skin', 'neck-mass', 'back-mass-or-lump', 'acne-or-pimples'] | [80, 43, 31, 28, 22, 18, 16] | Condition: Sebaceous cyst. Patient reports: Skin growth, Skin swelling, Skin lesion, Abnormal appearing skin, Neck mass, Back mass or lump, Acne or pimples. | 7 | 80 | 34 | 0 | 0 | 0 | self_monitor | true | 23 | 0 |
Dislocation of the ankle | dislocation-of-the-ankle | ['Ankle pain', 'Ankle swelling', 'Foot or toe pain', 'Eye strain', 'Elbow weakness', 'Elbow cramps or spasms', 'Wrist weakness'] | ['ankle-pain', 'ankle-swelling', 'foot-or-toe-pain', 'eye-strain', 'elbow-weakness', 'elbow-cramps-or-spasms', 'wrist-weakness'] | [86, 56, 38, 3, 3, 3, 3] | Condition: Dislocation of the ankle. Patient reports: Ankle pain, Ankle swelling, Foot or toe pain, Eye strain, Elbow weakness, Elbow cramps or spasms, Wrist weakness. | 7 | 86 | 27.428571 | 0 | 0 | 0 | self_monitor | false | 25 | 0 |
Dumping syndrome | dumping-syndrome | ['Nausea', 'Vomiting', 'Fatigue', 'Upper abdominal pain', 'Ear pain', 'Headache', 'Diarrhea'] | ['nausea', 'vomiting', 'fatigue', 'upper-abdominal-pain', 'ear-pain', 'headache', 'diarrhea'] | [84, 68, 68, 68, 68, 68, 68] | Condition: Dumping syndrome. Patient reports: Nausea, Vomiting, Fatigue, Upper abdominal pain, Ear pain, Headache, Diarrhea. | 7 | 84 | 70.285714 | 0 | 6 | 0 | consult_gp | false | 15 | 1 |
Panic attack | panic-attack | ['Shortness of breath', 'Dizziness', 'Sharp chest pain', 'Loss of sensation', 'Breathing fast', 'Anxiety and nervousness', 'Fainting'] | ['shortness-of-breath', 'dizziness', 'sharp-chest-pain', 'loss-of-sensation', 'breathing-fast', 'anxiety-and-nervousness', 'fainting'] | [77, 67, 67, 64, 55, 55, 48] | Condition: Panic attack. Patient reports: Shortness of breath, Dizziness, Sharp chest pain, Loss of sensation, Breathing fast, Anxiety and nervousness, Fainting. | 7 | 77 | 61.857143 | 3 | 1 | 0 | urgent | false | 21 | 2 |
Cardiac arrest | cardiac-arrest | ['Shortness of breath', 'Difficulty breathing', 'Sharp chest pain', 'Weakness', 'Increased heart rate', 'Irregular heartbeat', 'Focal weakness'] | ['shortness-of-breath', 'difficulty-breathing', 'sharp-chest-pain', 'weakness', 'increased-heart-rate', 'irregular-heartbeat', 'focal-weakness'] | [43, 30, 26, 22, 17, 17, 9] | Condition: Cardiac arrest. Patient reports: Shortness of breath, Difficulty breathing, Sharp chest pain, Weakness, Increased heart rate, Irregular heartbeat, Focal weakness. | 7 | 43 | 23.428571 | 3 | 0 | 0 | urgent | true | 21 | 2 |
Endometrial cancer | endometrial-cancer | ['Vaginal bleeding after menopause', 'Intermenstrual bleeding', 'Pelvic pain', 'Hot flashes', 'Long menstrual periods', 'Vaginal discharge', 'Vaginal itching'] | ['vaginal-bleeding-after-menopause', 'intermenstrual-bleeding', 'pelvic-pain', 'hot-flashes', 'long-menstrual-periods', 'vaginal-discharge', 'vaginal-itching'] | [76, 32, 15, 15, 15, 10, 10] | Condition: Endometrial cancer. Patient reports: Vaginal bleeding after menopause, Intermenstrual bleeding, Pelvic pain, Hot flashes, Long menstrual periods, Vaginal discharge, Vaginal itching. | 7 | 76 | 24.714286 | 0 | 0 | 0 | self_monitor | false | 22 | 0 |
Optic neuritis | optic-neuritis | ['Diminished vision', 'Blindness', 'Headache', 'Spots or clouds in vision', 'Pain in eye', 'Fatigue', 'Symptoms of eye'] | ['diminished-vision', 'blindness', 'headache', 'spots-or-clouds-in-vision', 'pain-in-eye', 'fatigue', 'symptoms-of-eye'] | [79, 65, 39, 39, 39, 39, 39] | Condition: Optic neuritis. Patient reports: Diminished vision, Blindness, Headache, Spots or clouds in vision, Pain in eye, Fatigue, Symptoms of eye. | 7 | 79 | 48.428571 | 0 | 2 | 0 | consult_gp | false | 21 | 1 |
Osteomyelitis | osteomyelitis | ['Skin lesion', 'Skin on leg or foot looks infected', 'Hand or finger pain', 'Hand or finger swelling', 'Difficulty speaking', 'Foot or toe swelling', 'Knee swelling'] | ['skin-lesion', 'skin-on-leg-or-foot-looks-infected', 'hand-or-finger-pain', 'hand-or-finger-swelling', 'difficulty-speaking', 'foot-or-toe-swelling', 'knee-swelling'] | [56, 29, 20, 9, 7, 7, 5] | Condition: Osteomyelitis. Patient reports: Skin lesion, Skin on leg or foot looks infected, Hand or finger pain, Hand or finger swelling, Difficulty speaking, Foot or toe swelling, Knee swelling. | 7 | 56 | 19 | 0 | 0 | 0 | self_monitor | false | 29 | 0 |
Central retinal artery or vein occlusion | central-retinal-artery-or-vein-occlusion | ['Diminished vision', 'Blindness', 'Spots or clouds in vision', 'Symptoms of eye', 'Pain in eye', 'Foreign body sensation in eye', 'Elbow pain'] | ['diminished-vision', 'blindness', 'spots-or-clouds-in-vision', 'symptoms-of-eye', 'pain-in-eye', 'foreign-body-sensation-in-eye', 'elbow-pain'] | [83, 37, 34, 34, 20, 14, 8] | Condition: Central retinal artery or vein occlusion. Patient reports: Diminished vision, Blindness, Spots or clouds in vision, Symptoms of eye, Pain in eye, Foreign body sensation in eye, Elbow pain. | 7 | 83 | 32.857143 | 0 | 0 | 0 | self_monitor | false | 30 | 0 |
Breast infection (mastitis) | breast-infection-mastitis | ['Pain or soreness of breast', 'Lump or mass of breast', 'Abnormal appearing skin', 'Fever', 'Bleeding or discharge from nipple', 'Postpartum problems of the breast', 'Recent pregnancy'] | ['pain-or-soreness-of-breast', 'lump-or-mass-of-breast', 'abnormal-appearing-skin', 'fever', 'bleeding-or-discharge-from-nipple', 'postpartum-problems-of-the-breast', 'recent-pregnancy'] | [85, 53, 40, 36, 23, 21, 15] | Condition: Breast infection (mastitis). Patient reports: Pain or soreness of breast, Lump or mass of breast, Abnormal appearing skin, Fever, Bleeding or discharge from nipple, Postpartum problems of the breast, Recent pregnancy. | 7 | 85 | 39 | 0 | 1 | 0 | consult_gp | false | 32 | 1 |
Narcolepsy | narcolepsy | ['Sleepiness', 'Fatigue', 'Apnea', 'Headache', 'Abnormal involuntary movements', 'Shortness of breath', 'Abnormal breathing sounds'] | ['sleepiness', 'fatigue', 'apnea', 'headache', 'abnormal-involuntary-movements', 'shortness-of-breath', 'abnormal-breathing-sounds'] | [79, 46, 41, 36, 29, 29, 21] | Condition: Narcolepsy. Patient reports: Sleepiness, Fatigue, Apnea, Headache, Abnormal involuntary movements, Shortness of breath, Abnormal breathing sounds. | 7 | 79 | 40.142857 | 1 | 2 | 0 | urgent | false | 17 | 2 |
Open wound of the shoulder | open-wound-of-the-shoulder | ['Shoulder pain', 'Arm pain', 'Shoulder stiffness or tightness', 'Arm swelling', 'Abusing alcohol', 'Elbow pain', 'Wrist pain'] | ['shoulder-pain', 'arm-pain', 'shoulder-stiffness-or-tightness', 'arm-swelling', 'abusing-alcohol', 'elbow-pain', 'wrist-pain'] | [61, 32, 14, 14, 14, 14, 14] | Condition: Open wound of the shoulder. Patient reports: Shoulder pain, Arm pain, Shoulder stiffness or tightness, Arm swelling, Abusing alcohol, Elbow pain, Wrist pain. | 7 | 61 | 23.285714 | 0 | 0 | 0 | self_monitor | false | 24 | 0 |
Dementia | dementia | ['Disturbance of memory', 'Problems with movement', 'Dizziness', 'Depressive or psychotic symptoms', 'Abnormal involuntary movements', 'Paresthesia', 'Hostile behavior'] | ['disturbance-of-memory', 'problems-with-movement', 'dizziness', 'depressive-or-psychotic-symptoms', 'abnormal-involuntary-movements', 'paresthesia', 'hostile-behavior'] | [53, 45, 32, 32, 26, 21, 21] | Condition: Dementia. Patient reports: Disturbance of memory, Problems with movement, Dizziness, Depressive or psychotic symptoms, Abnormal involuntary movements, Paresthesia, Hostile behavior. | 7 | 53 | 32.857143 | 0 | 1 | 0 | consult_gp | false | 21 | 1 |
Trigger finger (finger disorder) | trigger-finger-finger-disorder | ['Hand or finger pain', 'Hand or finger stiffness or tightness', 'Wrist pain', 'Hand or finger cramps or spasms', 'Hand or finger swelling', 'Paresthesia', 'Shoulder stiffness or tightness'] | ['hand-or-finger-pain', 'hand-or-finger-stiffness-or-tightness', 'wrist-pain', 'hand-or-finger-cramps-or-spasms', 'hand-or-finger-swelling', 'paresthesia', 'shoulder-stiffness-or-tightness'] | [83, 69, 33, 19, 11, 11, 6] | Condition: Trigger finger (finger disorder). Patient reports: Hand or finger pain, Hand or finger stiffness or tightness, Wrist pain, Hand or finger cramps or spasms, Hand or finger swelling, Paresthesia, Shoulder stiffness or tightness. | 7 | 83 | 33.142857 | 0 | 0 | 0 | self_monitor | false | 34 | 0 |
Bone cancer | bone-cancer | ['Low back pain', 'Ache all over', 'Back pain', 'Leg pain', 'Fatigue', 'Peripheral edema', 'Rib pain'] | ['low-back-pain', 'ache-all-over', 'back-pain', 'leg-pain', 'fatigue', 'peripheral-edema', 'rib-pain'] | [31, 27, 27, 27, 21, 15, 15] | Condition: Bone cancer. Patient reports: Low back pain, Ache all over, Back pain, Leg pain, Fatigue, Peripheral edema, Rib pain. | 7 | 31 | 23.285714 | 0 | 3 | 0 | consult_gp | false | 20 | 1 |
Poisoning due to sedatives | poisoning-due-to-sedatives | ['Depressive or psychotic symptoms', 'Sleepiness', 'Depression', 'Insomnia', 'Abusing alcohol', 'Delusions or hallucinations', 'Drug abuse'] | ['depressive-or-psychotic-symptoms', 'sleepiness', 'depression', 'insomnia', 'abusing-alcohol', 'delusions-or-hallucinations', 'drug-abuse'] | [68, 31, 27, 21, 21, 15, 15] | Condition: Poisoning due to sedatives. Patient reports: Depressive or psychotic symptoms, Sleepiness, Depression, Insomnia, Abusing alcohol, Delusions or hallucinations, Drug abuse. | 7 | 68 | 28.285714 | 0 | 0 | 0 | self_monitor | false | 21 | 0 |
Drug abuse (methamphetamine) | drug-abuse-methamphetamine | ['Drug abuse', 'Depressive or psychotic symptoms', 'Anxiety and nervousness', 'Depression', 'Shortness of breath', 'Delusions or hallucinations', 'Fears and phobias'] | ['drug-abuse', 'depressive-or-psychotic-symptoms', 'anxiety-and-nervousness', 'depression', 'shortness-of-breath', 'delusions-or-hallucinations', 'fears-and-phobias'] | [66, 54, 39, 39, 28, 22, 22] | Condition: Drug abuse (methamphetamine). Patient reports: Drug abuse, Depressive or psychotic symptoms, Anxiety and nervousness, Depression, Shortness of breath, Delusions or hallucinations, Fears and phobias. | 7 | 66 | 38.571429 | 1 | 0 | 0 | urgent | false | 25 | 2 |
Multiple myeloma | multiple-myeloma | ['Weakness', 'Fatigue', 'Chills', 'Problems with movement', 'Disturbance of memory', 'Lip swelling', 'Stiffness all over'] | ['weakness', 'fatigue', 'chills', 'problems-with-movement', 'disturbance-of-memory', 'lip-swelling', 'stiffness-all-over'] | [37, 29, 9, 9, 6, 3, 3] | Condition: Multiple myeloma. Patient reports: Weakness, Fatigue, Chills, Problems with movement, Disturbance of memory, Lip swelling, Stiffness all over. | 7 | 37 | 13.714286 | 0 | 1 | 0 | consult_gp | false | 19 | 1 |
Oppositional disorder | oppositional-disorder | ['Depressive or psychotic symptoms', 'Excessive anger', 'Hostile behavior', 'Restlessness', 'Fainting', 'Temper problems', 'Antisocial behavior'] | ['depressive-or-psychotic-symptoms', 'excessive-anger', 'hostile-behavior', 'restlessness', 'fainting', 'temper-problems', 'antisocial-behavior'] | [57, 42, 40, 18, 15, 13, 8] | Condition: Oppositional disorder. Patient reports: Depressive or psychotic symptoms, Excessive anger, Hostile behavior, Restlessness, Fainting, Temper problems, Antisocial behavior. | 7 | 57 | 27.571429 | 1 | 0 | 0 | urgent | false | 19 | 2 |
Chronic kidney disease | chronic-kidney-disease | ['Fatigue', 'Shortness of breath', 'Symptoms of the kidneys', 'Peripheral edema', 'Feeling cold', 'Unusual color or odor to urine'] | ['fatigue', 'shortness-of-breath', 'symptoms-of-the-kidneys', 'peripheral-edema', 'feeling-cold', 'unusual-color-or-odor-to-urine'] | [35, 25, 21, 13, 2, 2] | Condition: Chronic kidney disease. Patient reports: Fatigue, Shortness of breath, Symptoms of the kidneys, Peripheral edema, Feeling cold, Unusual color or odor to urine. | 6 | 35 | 16.333333 | 1 | 2 | 0 | urgent | false | 24 | 2 |
Cushing syndrome | cushing-syndrome | ['Decreased heart rate', 'Weight gain', 'Shoulder pain', 'Nailbiting', 'Elbow cramps or spasms', 'Emotional symptoms', 'Elbow weakness'] | ['decreased-heart-rate', 'weight-gain', 'shoulder-pain', 'nailbiting', 'elbow-cramps-or-spasms', 'emotional-symptoms', 'elbow-weakness'] | [34, 34, 34, 2, 2, 2, 2] | Condition: Cushing syndrome. Patient reports: Decreased heart rate, Weight gain, Shoulder pain, Nailbiting, Elbow cramps or spasms, Emotional symptoms, Elbow weakness. | 7 | 34 | 15.714286 | 0 | 0 | 0 | self_monitor | false | 21 | 0 |
Fracture of the foot | fracture-of-the-foot | ['Foot or toe pain', 'Ankle pain', 'Foot or toe swelling', 'Ankle swelling', 'Foot or toe weakness', 'Foot or toe stiffness or tightness'] | ['foot-or-toe-pain', 'ankle-pain', 'foot-or-toe-swelling', 'ankle-swelling', 'foot-or-toe-weakness', 'foot-or-toe-stiffness-or-tightness'] | [84, 49, 42, 16, 3, 1] | Condition: Fracture of the foot. Patient reports: Foot or toe pain, Ankle pain, Foot or toe swelling, Ankle swelling, Foot or toe weakness, Foot or toe stiffness or tightness. | 6 | 84 | 32.5 | 0 | 0 | 0 | self_monitor | false | 29 | 0 |
Mastoiditis | mastoiditis | ['Ear pain', 'Dizziness', 'Redness in ear', 'Fluid in ear', 'Cough', 'Headache', 'Diminished hearing'] | ['ear-pain', 'dizziness', 'redness-in-ear', 'fluid-in-ear', 'cough', 'headache', 'diminished-hearing'] | [84, 49, 42, 42, 42, 37, 37] | Condition: Mastoiditis. Patient reports: Ear pain, Dizziness, Redness in ear, Fluid in ear, Cough, Headache, Diminished hearing. | 7 | 84 | 47.571429 | 0 | 3 | 0 | consult_gp | false | 17 | 1 |
Tietze syndrome | tietze-syndrome | ['Sharp chest pain', 'Rib pain', 'Shortness of breath', 'Cough', 'Back pain', 'Chest tightness', 'Side pain'] | ['sharp-chest-pain', 'rib-pain', 'shortness-of-breath', 'cough', 'back-pain', 'chest-tightness', 'side-pain'] | [94, 51, 49, 41, 41, 35, 27] | Condition: Tietze syndrome. Patient reports: Sharp chest pain, Rib pain, Shortness of breath, Cough, Back pain, Chest tightness, Side pain. | 7 | 94 | 48.285714 | 3 | 1 | 0 | urgent | false | 20 | 2 |
Drug reaction | drug-reaction | ['Skin rash', 'Allergic reaction', 'Itching of skin', 'Dizziness', 'Peripheral edema', 'Lip swelling', 'Nausea'] | ['skin-rash', 'allergic-reaction', 'itching-of-skin', 'dizziness', 'peripheral-edema', 'lip-swelling', 'nausea'] | [68, 52, 40, 35, 34, 33, 33] | Condition: Drug reaction. Patient reports: Skin rash, Allergic reaction, Itching of skin, Dizziness, Peripheral edema, Lip swelling, Nausea. | 7 | 68 | 42.142857 | 0 | 3 | 0 | consult_gp | false | 18 | 1 |
Iron deficiency anemia | iron-deficiency-anemia | ['Fatigue', 'Weakness', 'Dizziness', 'Heavy menstrual flow', 'Rectal bleeding', 'Blood in stool', 'Weight gain'] | ['fatigue', 'weakness', 'dizziness', 'heavy-menstrual-flow', 'rectal-bleeding', 'blood-in-stool', 'weight-gain'] | [39, 28, 25, 15, 13, 9, 8] | Condition: Iron deficiency anemia. Patient reports: Fatigue, Weakness, Dizziness, Heavy menstrual flow, Rectal bleeding, Blood in stool, Weight gain. | 7 | 39 | 19.571429 | 0 | 2 | 0 | self_monitor | true | 19 | 0 |
Syndrome of inappropriate secretion of ADH (SIADH) | syndrome-of-inappropriate-secretion-of-adh-siadh | ['Dizziness', 'Shoulder pain', 'Neck pain', 'Headache', 'Fever', 'Nausea', 'Weakness'] | ['dizziness', 'shoulder-pain', 'neck-pain', 'headache', 'fever', 'nausea', 'weakness'] | [77, 60, 60, 60, 60, 60, 60] | Condition: Syndrome of inappropriate secretion of ADH (SIADH). Patient reports: Dizziness, Shoulder pain, Neck pain, Headache, Fever, Nausea, Weakness. | 7 | 77 | 62.428571 | 0 | 3 | 0 | consult_gp | false | 19 | 1 |
Acanthosis nigricans | acanthosis-nigricans | ['Weight gain', 'Skin lesion', 'Allergic reaction', 'Acne or pimples', 'Infertility', 'Skin growth', 'Pain or soreness of breast'] | ['weight-gain', 'skin-lesion', 'allergic-reaction', 'acne-or-pimples', 'infertility', 'skin-growth', 'pain-or-soreness-of-breast'] | [78, 34, 17, 17, 17, 9, 9] | Condition: Acanthosis nigricans. Patient reports: Weight gain, Skin lesion, Allergic reaction, Acne or pimples, Infertility, Skin growth, Pain or soreness of breast. | 7 | 78 | 25.857143 | 0 | 0 | 0 | self_monitor | false | 22 | 0 |
Hidradenitis suppurativa | hidradenitis-suppurativa | ['Arm pain', 'Arm lump or mass', 'Skin rash', 'Skin growth', 'Skin on arm or hand looks infected', 'Skin lesion', 'Skin swelling'] | ['arm-pain', 'arm-lump-or-mass', 'skin-rash', 'skin-growth', 'skin-on-arm-or-hand-looks-infected', 'skin-lesion', 'skin-swelling'] | [41, 41, 38, 34, 27, 27, 18] | Condition: Hidradenitis suppurativa. Patient reports: Arm pain, Arm lump or mass, Skin rash, Skin growth, Skin on arm or hand looks infected, Skin lesion, Skin swelling. | 7 | 41 | 32.285714 | 0 | 1 | 0 | consult_gp | false | 26 | 1 |
Benign prostatic hyperplasia (BPH) | benign-prostatic-hyperplasia-bph | ['Retention of urine', 'Symptoms of prostate', 'Frequent urination', 'Blood in urine', 'Excessive urination at night', 'Impotence', 'Involuntary urination'] | ['retention-of-urine', 'symptoms-of-prostate', 'frequent-urination', 'blood-in-urine', 'excessive-urination-at-night', 'impotence', 'involuntary-urination'] | [58, 48, 42, 34, 30, 24, 10] | Condition: Benign prostatic hyperplasia (BPH). Patient reports: Retention of urine, Symptoms of prostate, Frequent urination, Blood in urine, Excessive urination at night, Impotence, Involuntary urination. | 7 | 58 | 35.142857 | 0 | 1 | 0 | self_monitor | true | 25 | 0 |
Essential tremor | essential-tremor | ['Abnormal involuntary movements', 'Problems with movement', 'Headache', 'Dizziness', 'Seizures', 'Loss of sensation', 'Disturbance of memory'] | ['abnormal-involuntary-movements', 'problems-with-movement', 'headache', 'dizziness', 'seizures', 'loss-of-sensation', 'disturbance-of-memory'] | [95, 35, 30, 30, 21, 21, 18] | Condition: Essential tremor. Patient reports: Abnormal involuntary movements, Problems with movement, Headache, Dizziness, Seizures, Loss of sensation, Disturbance of memory. | 7 | 95 | 35.714286 | 1 | 2 | 0 | urgent | false | 20 | 2 |
Drug abuse | drug-abuse | ['Drug abuse', 'Depressive or psychotic symptoms', 'Depression', 'Abusing alcohol', 'Anxiety and nervousness', 'Delusions or hallucinations', 'Antisocial behavior'] | ['drug-abuse', 'depressive-or-psychotic-symptoms', 'depression', 'abusing-alcohol', 'anxiety-and-nervousness', 'delusions-or-hallucinations', 'antisocial-behavior'] | [60, 51, 46, 36, 32, 16, 10] | Condition: Drug abuse. Patient reports: Drug abuse, Depressive or psychotic symptoms, Depression, Abusing alcohol, Anxiety and nervousness, Delusions or hallucinations, Antisocial behavior. | 7 | 60 | 35.857143 | 0 | 0 | 0 | self_monitor | false | 22 | 0 |
Hypothermia | hypothermia | ['Depressive or psychotic symptoms', 'Weakness', 'Leg stiffness or tightness', 'Skin rash', 'Vomiting', 'Leg swelling', 'Loss of sensation'] | ['depressive-or-psychotic-symptoms', 'weakness', 'leg-stiffness-or-tightness', 'skin-rash', 'vomiting', 'leg-swelling', 'loss-of-sensation'] | [73, 63, 45, 45, 45, 45, 45] | Condition: Hypothermia. Patient reports: Depressive or psychotic symptoms, Weakness, Leg stiffness or tightness, Skin rash, Vomiting, Leg swelling, Loss of sensation. | 7 | 73 | 51.571429 | 0 | 2 | 0 | consult_gp | false | 21 | 1 |
Liver disease | liver-disease | ['Sharp abdominal pain', 'Jaundice', 'Upper abdominal pain', 'Diarrhea', 'Shortness of breath', 'Nausea', 'Weakness'] | ['sharp-abdominal-pain', 'jaundice', 'upper-abdominal-pain', 'diarrhea', 'shortness-of-breath', 'nausea', 'weakness'] | [53, 38, 30, 27, 26, 24, 23] | Condition: Liver disease. Patient reports: Sharp abdominal pain, Jaundice, Upper abdominal pain, Diarrhea, Shortness of breath, Nausea, Weakness. | 7 | 53 | 31.571429 | 1 | 2 | 0 | urgent | false | 18 | 2 |
Depression | depression | ['Depression', 'Depressive or psychotic symptoms', 'Anxiety and nervousness', 'Insomnia', 'Abusing alcohol', 'Drug abuse', 'Delusions or hallucinations'] | ['depression', 'depressive-or-psychotic-symptoms', 'anxiety-and-nervousness', 'insomnia', 'abusing-alcohol', 'drug-abuse', 'delusions-or-hallucinations'] | [81, 57, 53, 23, 13, 11, 10] | Condition: Depression. Patient reports: Depression, Depressive or psychotic symptoms, Anxiety and nervousness, Insomnia, Abusing alcohol, Drug abuse, Delusions or hallucinations. | 7 | 81 | 35.428571 | 0 | 0 | 0 | self_monitor | false | 20 | 0 |
Restless leg syndrome | restless-leg-syndrome | ['Abnormal involuntary movements', 'Leg pain', 'Headache', 'Sleepiness', 'Apnea', 'Fatigue', 'Abnormal breathing sounds'] | ['abnormal-involuntary-movements', 'leg-pain', 'headache', 'sleepiness', 'apnea', 'fatigue', 'abnormal-breathing-sounds'] | [77, 49, 39, 37, 33, 32, 32] | Condition: Restless leg syndrome. Patient reports: Abnormal involuntary movements, Leg pain, Headache, Sleepiness, Apnea, Fatigue, Abnormal breathing sounds. | 7 | 77 | 42.714286 | 0 | 2 | 0 | self_monitor | true | 18 | 0 |
Deep vein thrombosis (DVT) | deep-vein-thrombosis-dvt | ['Leg pain', 'Leg swelling', 'Abnormal appearing skin', 'Peripheral edema', 'Arm swelling', 'Paresthesia', 'Foot or toe swelling'] | ['leg-pain', 'leg-swelling', 'abnormal-appearing-skin', 'peripheral-edema', 'arm-swelling', 'paresthesia', 'foot-or-toe-swelling'] | [66, 57, 15, 15, 10, 10, 8] | Condition: Deep vein thrombosis (DVT). Patient reports: Leg pain, Leg swelling, Abnormal appearing skin, Peripheral edema, Arm swelling, Paresthesia, Foot or toe swelling. | 7 | 66 | 25.857143 | 0 | 1 | 0 | urgent | true | 23 | 2 |
Flat feet | flat-feet | ['Foot or toe pain', 'Knee pain', 'Ankle pain', 'Problems with movement', 'Cramps and spasms', 'Feet turned in', 'Symptoms of eye'] | ['foot-or-toe-pain', 'knee-pain', 'ankle-pain', 'problems-with-movement', 'cramps-and-spasms', 'feet-turned-in', 'symptoms-of-eye'] | [74, 43, 31, 23, 23, 23, 13] | Condition: Flat feet. Patient reports: Foot or toe pain, Knee pain, Ankle pain, Problems with movement, Cramps and spasms, Feet turned in, Symptoms of eye. | 7 | 74 | 32.857143 | 0 | 0 | 0 | self_monitor | false | 25 | 0 |
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SymCAT Medical Triage Dataset
Dataset Description
This repository contains a SymCAT-derived dataset prepared for symptom-based medical pre-triage text classification in the SortMed academic project.
The dataset contains English symptom descriptions labeled into three triage-oriented categories:
self_monitorconsult_gpurgent
It is intended for academic experimentation with transformer-based text classifiers and parameter-efficient fine-tuning methods. It is not a clinically validated medical dataset.
Dataset Sources and Role
The dataset was generated from SymCAT-derived condition and symptom information and converted into a supervised text-classification format.
In the SortMed system, this dataset is used for training and evaluating the triage classification models. It is separate from the MedQuAD retrieval dataset, which is used only for retrieving related medical information.
Dataset Structure
| Split | File | Examples |
|---|---|---|
| Train | train.csv |
490 |
| Validation | validation.csv |
105 |
| Test | test.csv |
106 |
| Full dataset | full.csv |
701 |
Label Mapping
| Label | ID | Meaning |
|---|---|---|
self_monitor |
0 | Symptoms appear mild and may be monitored, assuming no worsening or additional warning signs. |
consult_gp |
1 | A general practitioner or non-emergency medical professional should be consulted. |
urgent |
2 | Symptoms may require urgent medical attention or emergency evaluation. |
Class Distribution
| Class | Examples |
|---|---|
self_monitor |
220 |
consult_gp |
266 |
urgent |
215 |
Additional statistics:
| Statistic | Value |
|---|---|
| Total examples | 701 |
| Duplicate texts | 0 |
| Imbalance ratio | 1.237 |
| SymCAT-derived conditions before final subset selection | 801 |
| Condition-level overrides applied before final subset selection | 75 |
Files and Columns
| File | Description |
|---|---|
train.csv |
Training split. |
validation.csv |
Validation split used for checkpoint selection and early stopping. |
test.csv |
Held-out test split used for final evaluation. |
full.csv |
Complete dataset. |
label_map.json |
Mapping between labels and numeric IDs. |
dataset_stats.json |
Dataset statistics used for documentation and reproducibility. |
README.md |
Dataset card documentation. |
Main columns include:
| Column | Description |
|---|---|
text |
Natural-language input text used by the classifier. |
label |
Triage class name. |
label_numeric |
Numeric class ID. |
condition_name |
Source condition name, if available. |
symptom_names |
Symptoms associated with the generated example. |
Preprocessing
The dataset was generated from condition and symptom information, then transformed into short English symptom descriptions suitable for text classification.
Labels were assigned using deterministic rule-based triage logic designed for academic pre-triage experiments. The labels are weakly supervised and should not be interpreted as expert clinical annotations.
Intended Use
This dataset can be used for:
- training medical pre-triage text classifiers;
- evaluating transformer-based classification models;
- comparing full fine-tuning with PEFT methods such as LoRA, Bottleneck MLP Adapter, and Frozen Encoder;
- academic experiments in NLP for healthcare.
Limitations
- The labels are rule-based and not clinically validated.
- The dataset is small.
- It may not represent real patient language or demographic diversity.
- It should not be used as a standalone clinical dataset.
- It does not include patient history, vital signs, comorbidities, or physical examination findings.
- It is designed for English text only.
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