{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003101761,0.0003195656,0.0004502223,0.001162705,0.0003092996,0.0007391347,0.0002268629,0.0003075891,0.002017966],"category_scores_gemma":[0.0008674812,0.0002347331,0.0002996563,0.001089031,0.0005317344,0.0004333109,0.000595606,0.0003769177,0.0001834392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003128657,"about_ca_system_score_gemma":0.0003171615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007732124,"about_ca_topic_score_gemma":0.01089399,"domain_scores_codex":[0.9995857,0.00009340863,0.00003629121,0.000115382,0.00008594855,0.00008328632],"domain_scores_gemma":[0.9994531,0.00004338791,0.0002786295,0.00004491949,0.00007733529,0.000102615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003212043,0.00001062774,0.992277,0.00005533591,0.00006199173,0.0002497214,0.0003592466,0.00001710603,0.001105057,0.00004063892,0.0001958053,0.00559526],"study_design_scores_gemma":[0.000001827447,0.00002611489,0.9975933,0.00002402765,0.00002323659,0.001301876,0.0006161169,0.00002716861,0.00006972969,0.00002721734,0.0002860092,0.000003284796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957595,0.001949956,0.00015609,0.0001543593,0.0000114747,0.00001692231,0.0004553528,0.00001653414,0.001479816],"genre_scores_gemma":[0.9990004,0.0006378692,0.00008813859,0.00003856267,0.000007238079,0.00000451231,0.0001455684,0.000002914456,0.00007489662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007732124,"threshold_uncertainty_score":0.01537424,"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."}}