{"id":"W3089771048","doi":"10.1371/journal.pone.0239648","title":"High prevalence of mixed infections in global onychomycosis","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); Public Health Ontario; University of Toronto","funders":"","keywords":"Trichophyton rubrum; Dermatophyte; Population; Biology; Medicine; Microbiology; Environmental health; Antifungal","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0000116626,0.00005436826,0.0001632096,0.00001789269,0.00001006509,0.000002106015,0.00002829142,0.00002403524,0.0002324942],"category_scores_gemma":[0.0001044851,0.00004942451,0.00003956892,0.0002185336,0.00001692216,0.00002903944,0.00001797279,0.0000388685,0.00005774751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004397455,"about_ca_system_score_gemma":0.00003531828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177955,"about_ca_topic_score_gemma":0.00001271068,"domain_scores_codex":[0.999518,0.0000132452,0.0001177452,0.0001155514,0.0001531658,0.00008232124],"domain_scores_gemma":[0.9997095,0.00001559217,0.0000296155,0.0001025692,0.00003552381,0.0001071788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021746,0.004372302,0.9927933,0.0005477413,0.0001966295,0.00001639557,0.0000244837,0.000001435297,0.001261149,0.0001318311,0.00009659664,0.0004559692],"study_design_scores_gemma":[0.001786709,0.0005142913,0.9926934,0.0002931925,0.0005330212,9.286252e-7,0.000007141133,0.00004365772,0.003939589,0.0001338335,0.00001181869,0.00004238286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977103,0.0003132725,0.000007636319,0.00103182,0.0000129432,0.0002295635,0.00009181634,0.00002779421,0.0005748348],"genre_scores_gemma":[0.999072,0.0001802622,0.0004797147,0.000135412,0.00003243081,0.00002091931,0.00001121126,0.000004523024,0.00006348797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003858011,"threshold_uncertainty_score":0.2545649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202579033536671,"score_gpt":0.2608700201758773,"score_spread":0.2188442298405106,"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."}}