{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002989003,0.0002959423,0.001442414,0.0003724686,0.0000344689,0.000005784334,0.00009684283,0.000520744,0.0006828816],"category_scores_gemma":[0.00002397625,0.0002131813,0.000510418,0.0003743556,0.00002877081,0.00001057639,0.00005229991,0.0003038372,0.0002684181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002137698,"about_ca_system_score_gemma":0.0003656927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001762264,"about_ca_topic_score_gemma":0.0001271057,"domain_scores_codex":[0.9988758,0.00009352554,0.0003897263,0.0003750486,0.00002327897,0.0002426021],"domain_scores_gemma":[0.99946,0.00004315372,0.0001038601,0.0003078411,0.00002328959,0.00006178953],"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":[0.00002371368,0.0002749657,0.0005760757,0.006705603,0.0002279415,0.0001474042,0.000009766656,1.706153e-8,9.11372e-7,0.00050463,0.04218334,0.9493456],"study_design_scores_gemma":[0.0005664935,0.00004822483,0.0004037824,0.005654952,0.001334859,0.0001236716,0.000004499892,1.091034e-8,1.126172e-7,0.00003101248,0.991699,0.0001333586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001373615,0.9925689,9.798939e-7,0.0001554797,0.002217316,0.0008741784,0.0005679934,0.00002397244,0.003577474],"genre_scores_gemma":[0.000002494556,0.9878063,0.0002035786,0.0001613106,0.003445688,0.00008301985,0.005208058,0.00001968398,0.00306984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9495157,"threshold_uncertainty_score":0.8693283,"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."}}