{"id":"W2936544984","doi":"10.7547/17-070","title":"Fungal Diversity and Onychomycosis","year":2019,"lang":"en","type":"article","venue":"Journal of the American Podiatric Medical Association","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada)","funders":"","keywords":"Dermatophyte; Trichophyton rubrum; Flora (microbiology); Fungus; Population; Medicine; Nail (fastener); Microbiology; Polymerase chain reaction; Trichophyton; Biology; Bacteria; Dermatology; Botany; Antifungal","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":[0.000440894,0.00006430975,0.0002778045,0.00006235897,0.000114441,0.000007362567,0.0001001699,0.00004511039,0.0001242437],"category_scores_gemma":[0.0007990455,0.00003729833,0.0001821381,0.0002688828,0.00003030582,0.00005545251,0.0001643384,0.0002423882,0.00002386454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890916,"about_ca_system_score_gemma":0.0001406343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006808303,"about_ca_topic_score_gemma":0.000001483715,"domain_scores_codex":[0.9983134,0.00009029147,0.0002171539,0.00007246025,0.001182714,0.0001240317],"domain_scores_gemma":[0.998621,0.000201861,0.0007323988,0.00009274043,0.0001295141,0.0002225047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001086533,0.0001355853,0.983129,0.000009229047,0.0002185434,0.00002131659,0.00005158643,3.654548e-7,0.000007979407,0.000006943954,0.003916388,0.01239442],"study_design_scores_gemma":[0.001501669,0.0003209115,0.9964442,0.00002718438,0.0004869375,0.00006603888,0.00005441118,0.00003326725,0.000006808358,0.00005973665,0.0009622249,0.0000365606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923077,0.0002680145,0.000006076558,0.006619908,0.0002688292,0.00009078305,0.000003986868,0.000004740966,0.0004299848],"genre_scores_gemma":[0.9968446,0.0005796883,0.00005835634,0.001632485,0.0002584044,3.252984e-7,4.615429e-7,0.000004553748,0.0006211534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331526,"threshold_uncertainty_score":0.1520982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004651130254151331,"score_gpt":0.2337289359249697,"score_spread":0.2290778056708184,"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."}}