{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000451182,0.000202248,0.0001730704,0.0006872274,0.0002706363,0.0006412198,0.0001654384,0.0002642285,0.001939056],"category_scores_gemma":[0.001326588,0.0000821017,0.0001047511,0.0008165339,0.0004058083,0.0002936504,0.000413118,0.0003098002,0.0001700411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784679,"about_ca_system_score_gemma":0.0002304665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315424,"about_ca_topic_score_gemma":0.001578745,"domain_scores_codex":[0.9996091,0.0001191002,0.00003580155,0.00006698926,0.0001065842,0.00006263093],"domain_scores_gemma":[0.9988402,0.0002622643,0.000540832,0.00002608922,0.0001312935,0.0001994184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001618162,0.00005514032,0.9831899,0.00008590234,0.00005163077,0.0004188221,0.00007134034,0.0001067955,0.001753073,0.00008979723,0.0002052435,0.01381047],"study_design_scores_gemma":[0.000003540377,0.00009000112,0.9966913,0.00003488107,0.00001714746,0.002120029,0.0001426562,0.0001035884,0.0002032195,0.0001809624,0.0004103034,0.00000220808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869091,0.01017088,0.0002018527,0.0004021099,0.00002475816,0.000009780737,0.0001311583,0.000006232337,0.002144114],"genre_scores_gemma":[0.9983107,0.001330154,0.0001182409,0.00003748866,0.00003069901,0.000002048695,0.00004683344,8.311704e-7,0.0001230527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001939056,"threshold_uncertainty_score":0.006486773,"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."}}