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StackExchange | Top2Vec | 42 | 30 | [
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] | 173.935755 | intfloat/e5-large-v2 | 0.49 | -0.209715 | 0.356304 | 0.399023 |
StackExchange | Top2Vec | 42 | 40 | [
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] | 171.550674 | intfloat/e5-large-v2 | 0.425 | -0.202322 | 0.368678 | 0.431252 |
StackExchange | Top2Vec | 42 | 50 | [
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StackExchange | GMM | 42 | 10 | [
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StackExchange | GMM | 42 | 20 | [
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StackExchange | GMM | 42 | 30 | [
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StackExchange | GMM | 42 | 40 | [
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StackExchange | GMM | 42 | 50 | [
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] | 43.95513 | intfloat/e5-large-v2 | 0.995 | -0.229632 | 0.288573 | 0.33037 |
StackExchange | S³ | 42 | 30 | [
[
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] | 42.335465 | intfloat/e5-large-v2 | 0.963333 | -0.201814 | 0.280173 | 0.363506 |
StackExchange | S³ | 42 | 40 | [
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] | 42.867464 | intfloat/e5-large-v2 | 0.98 | -0.209162 | 0.321545 | 0.322555 |
StackExchange | S³ | 42 | 50 | [
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StackExchange | S³_angular | 42 | 10 | [
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StackExchange | S³_angular | 42 | 20 | [
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StackExchange | S³_angular | 42 | 30 | [
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StackExchange | S³_angular | 42 | 40 | [
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] | 42.970168 | intfloat/e5-large-v2 | 0.9825 | -0.21251 | 0.293587 | 0.330071 |
StackExchange | S³_angular | 42 | 50 | [
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StackExchange | S³_combined | 42 | 10 | [
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StackExchange | S³_combined | 42 | 20 | [
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] | 44.199876 | intfloat/e5-large-v2 | 1 | -0.220918 | 0.242186 | 0.343224 |
StackExchange | S³_combined | 42 | 30 | [
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] | 43.035667 | intfloat/e5-large-v2 | 0.976667 | -0.197218 | 0.26817 | 0.371006 |
StackExchange | S³_combined | 42 | 40 | [
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] | 43.25066 | intfloat/e5-large-v2 | 0.9725 | -0.208699 | 0.295289 | 0.326871 |
StackExchange | S³_combined | 42 | 50 | [
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] | 43.580634 | intfloat/e5-large-v2 | 0.968 | -0.201179 | 0.276293 | 0.316501 |
StackExchange | CombinedTM | 42 | 10 | [
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StackExchange | ZeroShotTM | 42 | 10 | [
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StackExchange | ZeroShotTM | 42 | 20 | [
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[
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[
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[
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]
] | 433.838974 | intfloat/e5-large-v2 | 0.34 | -0.026271 | 0.246623 | 0.194957 |
Wiki Medical | Top2Vec | 42 | 10 | [
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]
] | 63.06483 | intfloat/e5-large-v2 | 0.85 | -0.001144 | 0.453948 | 0.439075 |
Wiki Medical | Top2Vec | 42 | 20 | [
[
"estrogen",
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]
] | 62.980145 | intfloat/e5-large-v2 | 0.827778 | 0.021672 | 0.471443 | 0.460307 |
Wiki Medical | Top2Vec | 42 | 30 | [
[
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[
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[
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"antipsychotics"
]
] | 63.867361 | intfloat/e5-large-v2 | 0.827778 | 0.021672 | 0.471443 | 0.463269 |
Wiki Medical | Top2Vec | 42 | 40 | [
[
"estrogen",
"estrogens",
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[
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[
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]
] | 63.175937 | intfloat/e5-large-v2 | 0.827778 | 0.021672 | 0.471443 | 0.460065 |
Wiki Medical | Top2Vec | 42 | 50 | [
[
"estrogen",
"estrogens",
"antiestrogenic",
"antiandrogen",
"medication",
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"estradiol",
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] | 62.927667 | intfloat/e5-large-v2 | 0.827778 | 0.021672 | 0.471443 | 0.461836 |
Wiki Medical | GMM | 42 | 10 | [
[
"cutaneous",
"list",
"papules",
"nevus",
"xanthoma",
"lesion",
"characterized",
"keratoderma",
"see",
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],
[
"ball",
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],
[
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],
[
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[
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[
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[
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[
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"vaccine",
"vaccines",
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]
] | 22.227553 | intfloat/e5-large-v2 | 0.98 | 0.066199 | 0.272742 | 0.434141 |
Wiki Medical | GMM | 42 | 20 | [
[
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"calcification",
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"gastropathy",
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[
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[
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[
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[
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[
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[
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[
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],
[
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[
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[
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[
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"stroke",
"arrest",
"tachycardia",
"ventricular",
"artery",
"cardiac",
"coronary"
],
[
"outbreak",
"virus",
"vaccine",
"infected",
"host",
"transmission",
"vaccination",
"vaccines",
"fever",
"meningitis"
],
[
"prolapse",
"pelvic",
"rectal",
"urinary",
"bladder",
"uterus",
"incontinence",
"abdominal",
"bowel",
"hernia"
],
[
"puberty",
"miscarriage",
"pituitary",
"hormone",
"abortion",
"endometrial",
"estrogen",
"sperm",
"male",
"twins"
],
[
"dermatitis",
"hair",
"psoriasis",
"nail",
"cutaneous",
"acne",
"topical",
"melanoma",
"eczema",
"erythema"
],
[
"autosomal",
"cleft",
"dysplasia",
"chromosome",
"palate",
"teeth",
"defects",
"deletion",
"hypoplasia",
"anomalies"
],
[
"glucose",
"zinc",
"vitamin",
"calcium",
"arsenic",
"iron",
"poisoning",
"selenium",
"taste",
"dietary"
],
[
"chest",
"pleural",
"valve",
"airway",
"lung",
"pulmonary",
"air",
"vocal",
"emphysema",
"asthma"
],
[
"list",
"cutaneous",
"lesion",
"papules",
"lichen",
"keratoderma",
"nevus",
"xanthoma",
"characterized",
"see"
]
] | 32.561898 | intfloat/e5-large-v2 | 0.99 | 0.061884 | 0.299059 | 0.435163 |
Wiki Medical | GMM | 42 | 30 | [
[
"elephantiasis",
"refer",
"mediastinal",
"ectasia",
"calcification",
"cyst",
"congenital",
"pits",
"ectopic",
"leukemia"
],
[
"vaccine",
"polio",
"smallpox",
"influenza",
"anthrax",
"cholera",
"vaccination",
"vaccines",
"hepatitis",
"virus"
],
[
"cleft",
"dysplasia",
"recessive",
"defects",
"autosomal",
"chromosome",
"mutation",
"deletion",
"twins",
"hypoplasia"
],
[
"testosterone",
"hormone",
"puberty",
"pituitary",
"obesity",
"sperm",
"gh",
"male",
"estrogen",
"intersex"
],
[
"morphine",
"benzodiazepines",
"amphetamine",
"withdrawal",
"benzodiazepine",
"codeine",
"serotonin",
"overdose",
"cannabis",
"opioid"
],
[
"vehicles",
"adoption",
"album",
"song",
"ball",
"evil",
"terrorism",
"disambiguation",
"tropical",
"displaystyle"
],
[
"bowel",
"colon",
"colitis",
"intestinal",
"stomach",
"pylori",
"gastric",
"esophagus",
"abdominal",
"crohns"
],
[
"epilepsy",
"als",
"seizure",
"seizures",
"aphasia",
"motor",
"cerebral",
"dystonia",
"memory",
"palsy"
],
[
"altitude",
"cardiac",
"coronary",
"arrest",
"oxygen",
"artery",
"ventricular",
"stroke",
"pulmonary",
"chest"
],
[
"pneumonitis",
"periodontal",
"sialadenitis",
"tooth",
"lung",
"dental",
"abscess",
"gingivitis",
"pneumonia",
"interstitial"
],
[
"aphthous",
"psoriasis",
"urticaria",
"burns",
"dermatitis",
"rash",
"lupus",
"eczema",
"cholestasis",
"sle"
],
[
"testosterone",
"estradiol",
"progesterone",
"bicalutamide",
"acetate",
"norethisterone",
"drospirenone",
"ethinylestradiol",
"estrogen",
"estrogens"
],
[
"malignant",
"lymphoma",
"leukemia",
"chemotherapy",
"tumors",
"tumor",
"myeloma",
"survival",
"carcinoma",
"cancers"
],
[
"glucose",
"kidney",
"calcium",
"hyperparathyroidism",
"renal",
"insulin",
"urine",
"diabetes",
"parathyroid",
"stones"
],
[
"personality",
"dsm",
"abuse",
"social",
"autism",
"anxiety",
"behavior",
"mental",
"self",
"bipolar"
],
[
"mitral",
"left",
"valve",
"ventricular",
"aortic",
"ventricle",
"atrial",
"stenosis",
"right",
"regurgitation"
],
[
"vocal",
"ear",
"tinnitus",
"laryngeal",
"noise",
"cleft",
"airway",
"nasal",
"voice",
"hearing"
],
[
"antibiotics",
"botulism",
"meningitis",
"bacterial",
"hsv",
"asthma",
"measles",
"pneumonia",
"bacteria",
"streptococcus"
],
[
"tb",
"penicillin",
"resistant",
"antibiotic",
"vancomycin",
"gram",
"resistance",
"rifampicin",
"linezolid",
"bacterial"
],
[
"retina",
"corneal",
"cornea",
"retinal",
"eye",
"glaucoma",
"vision",
"lens",
"optic",
"visual"
],
[
"participants",
"fda",
"approval",
"trial",
"granted",
"union",
"approved",
"european",
"trastuzumab",
"alfa"
],
[
"fractures",
"hip",
"fracture",
"joint",
"teeth",
"vertebrae",
"foot",
"bones",
"tooth",
"toe"
],
[
"iron",
"autosomal",
"enzyme",
"recessive",
"thalassemia",
"mutation",
"fibrinogen",
"inherited",
"deficiency",
"mutations"
],
[
"arsenic",
"cyanide",
"vitamin",
"zinc",
"mercury",
"ethanol",
"poisoning",
"gold",
"selenium",
"copper"
],
[
"host",
"hosts",
"tick",
"worms",
"larvae",
"infected",
"eggs",
"species",
"parasite",
"endemic"
],
[
"uterine",
"miscarriage",
"pelvic",
"vaginal",
"bladder",
"uterus",
"prolapse",
"placenta",
"hernia",
"abortion"
],
[
"nerve",
"neuropathy",
"shoulder",
"cord",
"knee",
"spinal",
"joint",
"tendon",
"tunnel",
"muscles"
],
[
"nevus",
"warts",
"nail",
"hair",
"cutaneous",
"alopecia",
"keratosis",
"keratoderma",
"leukoplakia",
"lichen"
],
[
"spironolactone",
"insulin",
"aspirin",
"metformin",
"potassium",
"blockers",
"blocker",
"angiotensin",
"heparin",
"beta"
],
[
"cutaneous",
"list",
"xanthoma",
"papules",
"lesion",
"nevus",
"characterized",
"papular",
"lichen",
"see"
]
] | 43.093934 | intfloat/e5-large-v2 | 0.946667 | 0.081331 | 0.318932 | 0.482113 |
Wiki Medical | GMM | 42 | 40 | [
[
"cutaneous",
"lesion",
"list",
"lymphoma",
"361",
"102",
"tumour",
"carcinoma",
"localized",
"benign"
],
[
"vaccine",
"smallpox",
"vaccination",
"polio",
"vaccines",
"tetanus",
"influenza",
"virus",
"immunity",
"poliovirus"
],
[
"bones",
"autosomal",
"cleft",
"deletion",
"hypoplasia",
"facial",
"dysplasia",
"chromosome",
"teeth",
"craniofacial"
],
[
"androgen",
"estrogen",
"gh",
"hormone",
"puberty",
"pituitary",
"testosterone",
"intersex",
"orgasm",
"obesity"
],
[
"receptors",
"serotonin",
"amphetamine",
"opioid",
"codeine",
"withdrawal",
"overdose",
"morphine",
"benzodiazepines",
"naloxone"
],
[
"gold",
"unemployment",
"poverty",
"homeless",
"displaystyle",
"ball",
"terrorism",
"evil",
"adoption",
"vehicles"
],
[
"colon",
"stomach",
"crohns",
"colitis",
"bowel",
"pylori",
"intestinal",
"gluten",
"gastric",
"abdominal"
],
[
"aphasia",
"dementia",
"language",
"seizure",
"epilepsy",
"consciousness",
"seizures",
"visual",
"memory",
"cerebral"
],
[
"asthma",
"lung",
"pneumonia",
"pulmonary",
"bronchitis",
"emphysema",
"cough",
"chest",
"bronchiectasis",
"cf"
],
[
"periodontal",
"joint",
"periodontitis",
"arthritis",
"rheumatoid",
"joints",
"pulp",
"tooth",
"ra",
"gingival"
],
[
"lupus",
"dermatitis",
"psoriasis",
"aphthous",
"uv",
"erythema",
"sle",
"eczema",
"urticaria",
"cheilitis"
],
[
"ketoconazole",
"cream",
"methylprednisolone",
"topical",
"isotretinoin",
"betamethasone",
"mometasone",
"ointment",
"triamcinolone",
"permethrin"
],
[
"teratoma",
"cysts",
"tumor",
"tumors",
"cyst",
"malignant",
"nevus",
"benign",
"hemangiomas",
"excision"
],
[
"enzyme",
"amino",
"recessive",
"coa",
"mps",
"deficiency",
"autosomal",
"defective",
"acids",
"metabolic"
],
[
"cocaine",
"withdrawal",
"cannabis",
"caffeine",
"alcohol",
"dependence",
"poisoning",
"benzodiazepines",
"altitude",
"delirium"
],
[
"pulmonary",
"chest",
"valve",
"aortic",
"stenosis",
"mitral",
"right",
"left",
"pleural",
"tricuspid"
],
[
"ear",
"taste",
"hearing",
"vocal",
"noise",
"tinnitus",
"apnea",
"airway",
"voice",
"laryngeal"
],
[
"abortion",
"placenta",
"fetal",
"miscarriage",
"fetus",
"eclampsia",
"placental",
"maternal",
"baby",
"preterm"
],
[
"resistance",
"linezolid",
"resistant",
"gram",
"penicillin",
"tb",
"vancomycin",
"antibiotic",
"warfarin",
"rifampicin"
],
[
"retinal",
"cornea",
"optic",
"lens",
"corneal",
"glaucoma",
"vision",
"retina",
"eye",
"lenses"
],
[
"testosterone",
"progesterone",
"spironolactone",
"estradiol",
"bicalutamide",
"brand",
"acetate",
"drospirenone",
"estrogen",
"marketed"
],
[
"fractures",
"hematoma",
"fracture",
"aneurysm",
"skull",
"dissection",
"subdural",
"hemorrhage",
"artery",
"injuries"
],
[
"anemia",
"iron",
"thalassemia",
"hemolytic",
"fibrinogen",
"hemoglobin",
"transfusion",
"hemolysis",
"platelet",
"platelets"
],
[
"tb",
"meningitis",
"virus",
"infected",
"anthrax",
"fever",
"cholera",
"outbreak",
"hepatitis",
"botulism"
],
[
"parasite",
"host",
"worms",
"species",
"eggs",
"hosts",
"larvae",
"infected",
"endemic",
"typhus"
],
[
"pelvic",
"prolapse",
"urinary",
"fistula",
"bladder",
"rectal",
"incontinence",
"endometriosis",
"vaginal",
"vagina"
],
[
"neuropathy",
"shoulder",
"spinal",
"cord",
"nerve",
"disc",
"tunnel",
"cuff",
"nerves",
"fibromyalgia"
],
[
"nail",
"alopecia",
"acne",
"hair",
"tinea",
"hairs",
"hypertrichosis",
"areata",
"scalp",
"fungal"
],
[
"oxytocin",
"bismuth",
"zinc",
"selenium",
"ethanol",
"heparin",
"choline",
"aspirin",
"sodium",
"antithrombin"
],
[
"cutaneous",
"lesion",
"list",
"lichen",
"keratoderma",
"xanthoma",
"papules",
"characterized",
"papular",
"nevus"
],
[
"cardiomyopathy",
"arrest",
"myocardial",
"coronary",
"aortic",
"ventricular",
"tachycardia",
"cardiac",
"angina",
"artery"
],
[
"bipolar",
"social",
"ptsd",
"personality",
"autism",
"behavior",
"mental",
"dsm",
"anxiety",
"eating"
],
[
"vertebrae",
"knee",
"foot",
"hernia",
"twins",
"hip",
"conjoined",
"femoral",
"medial",
"teeth"
],
[
"soma",
"disambiguation",
"film",
"album",
"pages",
"refer",
"song",
"titles",
"born",
"band"
],
[
"sinus",
"nail",
"teeth",
"refer",
"elephantiasis",
"ear",
"nails",
"molars",
"congenital",
"lip"
],
[
"chemotherapy",
"leukemia",
"survival",
"lymphoma",
"myeloma",
"tumor",
"radiation",
"cancers",
"malignant",
"marrow"
],
[
"tremor",
"motor",
"ataxia",
"dystonia",
"myoclonus",
"als",
"myopathy",
"movements",
"palsy",
"muscular"
],
[
"recessive",
"chromosome",
"eds",
"dominant",
"ichthyosis",
"autosomal",
"albinism",
"mutation",
"hair",
"tay"
],
[
"trial",
"participants",
"approval",
"fda",
"alfa",
"granted",
"european",
"union",
"approved",
"trastuzumab"
],
[
"arsenic",
"diabetes",
"glucose",
"potassium",
"parathyroid",
"hyperparathyroidism",
"calcium",
"insulin",
"kidney",
"renal"
]
] | 52.57395 | intfloat/e5-large-v2 | 0.9275 | 0.076352 | 0.310932 | 0.465154 |
Wiki Medical | GMM | 42 | 50 | [
[
"cutaneous",
"list",
"nevus",
"eccrine",
"lesion",
"hemangioma",
"fibroma",
"benign",
"neoplasms",
"solitary"
],
[
"vaccine",
"vaccination",
"influenza",
"smallpox",
"poliovirus",
"vaccines",
"polio",
"cowpox",
"virus",
"anthrax"
],
[
"chromosome",
"deletion",
"palate",
"polydactyly",
"cleft",
"dysplasia",
"lip",
"bones",
"anomalies",
"hypoplasia"
],
[
"gh",
"hormone",
"pituitary",
"puberty",
"testosterone",
"obesity",
"estrogen",
"orgasm",
"androgen",
"endometrial"
],
[
"opioid",
"codeine",
"overdose",
"amphetamine",
"morphine",
"serotonin",
"benzodiazepines",
"withdrawal",
"receptors",
"naloxone"
],
[
"album",
"song",
"disambiguation",
"ball",
"bat",
"cricket",
"shot",
"film",
"spin",
"runs"
],
[
"gastric",
"esophagus",
"colon",
"stomach",
"colitis",
"bowel",
"intestinal",
"abdominal",
"pylori",
"crohns"
],
[
"aphasia",
"stroke",
"auditory",
"hearing",
"dementia",
"cerebral",
"noise",
"tinnitus",
"concussion",
"headaches"
],
[
"oxygen",
"cyanide",
"altitude",
"gas",
"carbon",
"drowning",
"diving",
"decompression",
"shock",
"monoxide"
],
[
"rheumatoid",
"lymphedema",
"vasculitis",
"sle",
"scleroderma",
"lupus",
"sialadenitis",
"autoimmune",
"glomerulonephritis",
"systemic"
],
[
"dermatitis",
"psoriasis",
"aphthous",
"urticaria",
"eczema",
"cholestasis",
"pemphigoid",
"cheilitis",
"stomatitis",
"erythema"
],
[
"estrogen",
"progesterone",
"testosterone",
"estradiol",
"bicalutamide",
"acetate",
"norethisterone",
"drospirenone",
"ethinylestradiol",
"estrogens"
],
[
"warts",
"keratosis",
"keratoderma",
"palmoplantar",
"melanoma",
"leukoplakia",
"epidermis",
"hpv",
"nevus",
"ak"
],
[
"mps",
"carnitine",
"enzyme",
"coa",
"recessive",
"amino",
"defective",
"acids",
"mitochondrial",
"acidemia"
],
[
"delirium",
"caffeine",
"withdrawal",
"alcohol",
"dependence",
"cannabis",
"benzodiazepines",
"sleep",
"cocaine",
"insomnia"
],
[
"aortic",
"valve",
"mitral",
"left",
"stenosis",
"right",
"ventricle",
"aorta",
"regurgitation",
"pulmonary"
],
[
"larynx",
"apnea",
"vocal",
"osa",
"airway",
"nasal",
"laryngeal",
"voice",
"breathing",
"trachea"
],
[
"hiv",
"encephalitis",
"meningitis",
"prion",
"virus",
"meningococcal",
"hsv",
"viral",
"shingles",
"viruses"
],
[
"vancomycin",
"resistant",
"gram",
"penicillin",
"linezolid",
"tb",
"antibiotic",
"resistance",
"rifampicin",
"tuberculosis"
],
[
"glaucoma",
"corneal",
"retinal",
"vision",
"retina",
"lens",
"cornea",
"optic",
"eye",
"visual"
],
[
"spironolactone",
"blockers",
"beta",
"metformin",
"blocker",
"angiotensin",
"hydrochlorothiazide",
"amlodipine",
"amiodarone",
"ace"
],
[
"fractures",
"hematoma",
"subdural",
"fracture",
"skull",
"orbital",
"injuries",
"ear",
"trauma",
"dislocation"
],
[
"anemia",
"iron",
"hemoglobin",
"fibrinogen",
"bilirubin",
"transfusion",
"thalassemia",
"hemolysis",
"hemolytic",
"antithrombin"
],
[
"influenza",
"allergen",
"caries",
"allergic",
"allergy",
"hepatitis",
"rhinitis",
"sarcoidosis",
"measles",
"fibromyalgia"
],
[
"eggs",
"hosts",
"larvae",
"worms",
"host",
"parasite",
"worm",
"infected",
"hookworm",
"species"
],
[
"urinary",
"prolapse",
"rectal",
"pelvic",
"bladder",
"incontinence",
"urethra",
"fistula",
"urethral",
"vagina"
],
[
"nerves",
"palsy",
"spinal",
"cord",
"neuropathy",
"nerve",
"polyneuropathy",
"paralysis",
"phantom",
"sensory"
],
[
"hair",
"trichotillomania",
"areata",
"acne",
"tinea",
"fungus",
"nail",
"scalp",
"hairs",
"alopecia"
],
[
"ibuprofen",
"aspirin",
"cox",
"diclofenac",
"nsaids",
"methylprednisolone",
"prostaglandin",
"cream",
"celecoxib",
"betamethasone"
],
[
"lesion",
"lichen",
"xanthoma",
"papules",
"cutaneous",
"papular",
"characterized",
"eruption",
"list",
"pityriasis"
],
[
"arrest",
"ventricular",
"coronary",
"cardiomyopathy",
"tachycardia",
"angina",
"cardiac",
"aortic",
"myocardial",
"artery"
],
[
"bipolar",
"schizophrenia",
"ptsd",
"mental",
"autism",
"personality",
"behavior",
"social",
"dsm",
"anxiety"
],
[
"pulp",
"joint",
"vertebrae",
"tooth",
"vertebral",
"scoliosis",
"teeth",
"articular",
"spine",
"mandibular"
],
[
"ethanol",
"selenium",
"gold",
"zinc",
"bismuth",
"metal",
"chloroform",
"edta",
"chloride",
"oxide"
],
[
"elephantiasis",
"nails",
"molars",
"calcification",
"congenital",
"mediastinal",
"pits",
"abrasion",
"refer",
"hallux"
],
[
"aml",
"chemotherapy",
"marrow",
"myeloma",
"lymphoma",
"leukemia",
"survival",
"hodgkin",
"mesothelioma",
"radiation"
],
[
"tremor",
"cp",
"motor",
"myoclonus",
"dystonia",
"myopathy",
"muscular",
"palsy",
"movements",
"ataxia"
],
[
"eds",
"autosomal",
"recessive",
"ichthyosis",
"albinism",
"anagen",
"waardenburg",
"dominant",
"hair",
"nf"
],
[
"warfarin",
"alfa",
"heparin",
"riboflavin",
"insulin",
"niacin",
"fda",
"approval",
"iodide",
"approved"
],
[
"hypoglycemia",
"glucose",
"diabetes",
"insulin",
"choline",
"potassium",
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Wiki Medical | S³_combined | 42 | 10 | [
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Wiki Medical | S³_combined | 42 | 30 | [
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Wiki Medical | S³_combined | 42 | 40 | [
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] | 564.399431 | intfloat/e5-large-v2 | 0.68 | -0.063296 | 0.208831 | 0.234286 |
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