{"id":"W2337541462","doi":"10.1371/journal.pone.0153719","title":"Hyperhidrosis Prevalence and Demographical Characteristics in Dermatology Outpatients in Shanghai and Vancouver","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sympathectomy and Hyperhidrosis Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China; Canadian Dermatology Foundation","keywords":"Hyperhidrosis; Medicine; Body mass index; Logistic regression; Dermatology Life Quality Index; Population; Dermatology; Outpatient clinic; Ethnically diverse; Pediatrics; Demography; Internal medicine; Psoriasis; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000578439,0.0001308484,0.0003909751,0.0001849618,0.00002444075,0.000006070015,0.00003888699,0.0001242092,0.00004239225],"category_scores_gemma":[0.0001432584,0.00009265865,0.00001935598,0.0001219901,0.0001112935,0.00009296663,0.00004888903,0.00009663792,0.000009564541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003810591,"about_ca_system_score_gemma":0.00001609376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001952337,"about_ca_topic_score_gemma":0.0001806646,"domain_scores_codex":[0.9990426,0.00004519124,0.0002410779,0.0002792414,0.0001572216,0.0002346331],"domain_scores_gemma":[0.9995454,0.000115713,0.00004666413,0.0001525168,0.00002912703,0.0001105621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00013944,0.001594714,0.9901038,0.0001962856,0.00005120345,0.00007437002,0.0002385874,7.968012e-10,0.005086778,0.00001355759,0.00001097395,0.002490286],"study_design_scores_gemma":[0.003473271,0.0002295349,0.9921631,0.001157512,0.0001391523,0.00002509108,0.00001568481,0.0000339782,0.00255266,0.00008300281,0.00001904768,0.0001080169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986206,0.0004635427,0.000002164904,0.0004311177,0.00002769171,0.0003282226,0.00002052268,0.00002054464,0.00008556482],"genre_scores_gemma":[0.9976623,0.001494272,0.000381423,0.0002305076,0.00001913548,0.00006080067,0.000003390816,0.00001389641,0.0001342614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003333831,"threshold_uncertainty_score":0.377851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271532470332289,"score_gpt":0.2281565751020073,"score_spread":0.2010033280687784,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}