{"id":"W4390561393","doi":"10.1111/myc.13683","title":"Treatment of onychomycosis in an era of antifungal resistance: Role for antifungal stewardship and topical antifungal agents","year":2024,"lang":"en","type":"article","venue":"Mycoses","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Itraconazole; Terbinafine; Fluconazole; Antifungal drug; Trichophyton; Antifungal; Drug resistance; Amphotericin B; Antifungal drugs; Medicine; Dermatophyte; Posaconazole; Dermatology; Microbiology; Biology; Pharmacology","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":[0.001287949,0.0004569211,0.001128101,0.0008173761,0.0003094282,0.001369648,0.0004708722,0.0011028,0.0020235],"category_scores_gemma":[0.002493929,0.0001282996,0.0008463423,0.0005483086,0.0004887885,0.001475893,0.0006349597,0.001915368,0.0004651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005489625,"about_ca_system_score_gemma":0.001118441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005774543,"about_ca_topic_score_gemma":0.00144022,"domain_scores_codex":[0.9989427,0.0003921715,0.0001820078,0.0000980367,0.0003243248,0.00006082258],"domain_scores_gemma":[0.9982437,0.0007957552,0.0005088336,0.00003864128,0.000284311,0.0001288464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002249983,0.0002016081,0.002683412,0.01090731,0.0002847656,0.001937593,0.0001508621,0.0004353031,0.002390695,0.001862115,0.01371882,0.9652025],"study_design_scores_gemma":[0.000331365,0.001893229,0.04138004,0.05889787,0.001802095,0.04872245,0.001644129,0.002170412,0.004139736,0.009518906,0.8293462,0.0001535196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002374311,0.9899442,0.0007363262,0.004678576,0.0003452323,0.00001196397,0.000008564273,0.00002281085,0.00187798],"genre_scores_gemma":[0.02513766,0.9671161,0.00280113,0.002509537,0.001409625,0.00002300269,0.0000321361,0.00001266321,0.0009581874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0020235,"threshold_uncertainty_score":0.00681144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296174265832026,"score_gpt":0.332115641434572,"score_spread":0.3024982148513694,"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."}}