{"id":"W4394762722","doi":"10.1111/myc.13725","title":"Global prevalence of onychomycosis in general and special populations: An updated perspective","year":2024,"lang":"en","type":"article","venue":"Mycoses","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Population; Relative risk; Internal medicine; Epidemiology; Prevalence; Dermatology; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002387148,0.00007203467,0.0001176803,0.0000636092,0.00001648188,0.00001511306,0.00002353775,0.00002776801,0.0003034031],"category_scores_gemma":[0.00001939082,0.00005954887,0.00003481492,0.0002066838,0.00003198741,0.0001004773,0.00001458312,0.00002916602,0.000006953351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222935,"about_ca_system_score_gemma":0.0000529096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005013552,"about_ca_topic_score_gemma":0.0001759843,"domain_scores_codex":[0.9994891,0.00001891369,0.0001100224,0.0001884619,0.0001043404,0.00008921375],"domain_scores_gemma":[0.999781,0.000006627291,0.00001437764,0.00009674106,0.000035793,0.00006549106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001532468,0.0003421119,0.9783891,0.00009989198,0.00005811124,0.0001070259,0.0002320391,0.000004928991,0.00009974121,0.01421766,0.0007656129,0.005530522],"study_design_scores_gemma":[0.0005351329,0.0001946589,0.9939329,0.000108735,0.0001547747,0.00001823623,0.0001523869,0.0003119819,0.00005658351,0.004276625,0.0002062243,0.00005173593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925945,0.004395171,0.00000436698,0.000138441,0.0001124378,0.0001890902,0.0001913795,0.00002814021,0.002346408],"genre_scores_gemma":[0.9988654,0.0001944439,0.0003860589,0.00003066439,0.0002160192,0.000007427412,0.00004595172,0.000005785841,0.0002482254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554381,"threshold_uncertainty_score":0.3322051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418833786776334,"score_gpt":0.3466523932230346,"score_spread":0.3224640553552712,"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."}}