{"id":"W4413048621","doi":"10.1080/17460913.2025.2543702","title":"Onychomycosis in special populations","year":2025,"lang":"en","type":"review","venue":"Future Microbiology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Medicine; Polypharmacy; Dermatology; Intensive care medicine; Disease; Psoriasis; Comorbidity; Itraconazole; Epidemiology; Antifungal; Internal medicine","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":[0.0003408111,0.0005255174,0.0008712192,0.00148437,0.000220268,0.0008248263,0.0003825732,0.0007193245,0.004819785],"category_scores_gemma":[0.00105536,0.0001311834,0.0005979078,0.001147312,0.0002428368,0.000602614,0.0005295665,0.0009479939,0.001200121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738097,"about_ca_system_score_gemma":0.001114198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144778,"about_ca_topic_score_gemma":0.002607475,"domain_scores_codex":[0.9997476,0.00005430765,0.00004758549,0.00003498837,0.00008781489,0.0000277366],"domain_scores_gemma":[0.9996855,0.0001548052,0.0000617862,0.000008668233,0.0000645526,0.0000247426],"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":[0.00004521676,0.00004121425,0.0003932212,0.02525958,0.0001134647,0.0002798072,0.00007239344,0.0001277511,0.0006087988,0.001497572,0.02708583,0.9444751],"study_design_scores_gemma":[0.00002837714,0.00009096181,0.003602035,0.02497774,0.0003149655,0.005710301,0.0001420622,0.00009689226,0.0003433216,0.001784178,0.9628911,0.00001804813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002497428,0.997228,0.00009873022,0.0003374469,0.0002151132,0.000008736862,0.00002918245,0.0000100109,0.001823133],"genre_scores_gemma":[0.001670395,0.9972435,0.0001631397,0.0002435229,0.0001289478,0.000006540327,0.00004285075,0.000001389698,0.0004997709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004819785,"threshold_uncertainty_score":0.01612377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378639549670763,"score_gpt":0.3704734112386937,"score_spread":0.336687015741986,"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."}}