{"id":"W2954901926","doi":"10.12688/f1000research.18646.1","title":"Recent advances in therapies for onychomycosis and its management","year":2019,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Dermatophyte; Dermatology; Antifungal; Intensive care medicine; Griseofulvin; Nail disease; Nail (fastener); Nail plate; Drug; Antifungal drugs; Treatment modality; Surgery; Pharmacology; Psoriasis","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":[0.0009462468,0.0006960446,0.0008938284,0.001468771,0.0002687161,0.001083284,0.0006615603,0.0010964,0.006934477],"category_scores_gemma":[0.001484892,0.0001968388,0.0006768397,0.0009879223,0.0004594474,0.001159282,0.0006812189,0.002135607,0.003076687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005513694,"about_ca_system_score_gemma":0.0007494293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007172232,"about_ca_topic_score_gemma":0.001347928,"domain_scores_codex":[0.9996208,0.0000809397,0.00005894731,0.00006193883,0.0001423955,0.00003491896],"domain_scores_gemma":[0.9991975,0.0003608669,0.00009340931,0.00003716646,0.00023428,0.00007671684],"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":[0.0001579418,0.0001618812,0.0001969274,0.008507013,0.00007705878,0.0002143522,0.00006740508,0.0002641707,0.002717704,0.002982464,0.02492544,0.9597276],"study_design_scores_gemma":[0.00005748646,0.0003028231,0.001330334,0.003699969,0.0001967996,0.001673282,0.00009406821,0.0001999787,0.001238618,0.003113618,0.9880686,0.00002429788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004228798,0.9941106,0.0005341468,0.001547761,0.0007360832,0.0000104797,0.00003090974,0.00002742301,0.002579661],"genre_scores_gemma":[0.002404984,0.992871,0.001547185,0.0008262005,0.0009827946,0.00002024629,0.00009896717,0.000009335394,0.001239383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006934477,"threshold_uncertainty_score":0.02319807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0664000628462185,"score_gpt":0.4189412154860939,"score_spread":0.3525411526398754,"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."}}