{"id":"W2051860792","doi":"10.1159/000074118","title":"Evaluation of in vitro Resistance in Patients with Onychomycosis Who Fail Antifungal Therapy","year":2003,"lang":"en","type":"article","venue":"Dermatology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Mediprobe Research (Canada); Sunnybrook Health Science Centre","funders":"","keywords":"Terbinafine; Itraconazole; Dermatophyte; Ketoconazole; Trichophyton rubrum; Medicine; Broth microdilution; Antifungal; Fluconazole; Microbiology; Trichophyton; Drug resistance; Pharmacology; Dermatology; Minimum inhibitory concentration; Biology; Antibiotics","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":[0.0001156235,0.00007842861,0.0002458571,0.0001263121,0.00001055365,0.000002091683,0.00002755452,0.00004890006,0.00005198144],"category_scores_gemma":[0.00005576793,0.00006067662,0.00002405457,0.0001955445,0.00003199636,0.00004103861,0.000003158688,0.00004998439,0.000004444827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006641353,"about_ca_system_score_gemma":0.0001091428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002282625,"about_ca_topic_score_gemma":0.00008481631,"domain_scores_codex":[0.9990591,0.0001824293,0.0001822168,0.0001447984,0.0002943467,0.0001370853],"domain_scores_gemma":[0.9995843,0.00002633042,0.00006287496,0.0001558482,0.0001375544,0.00003313875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009902583,0.00058414,0.9966024,0.00001937144,0.00004435932,0.00002607662,0.0001121835,0.00000140713,0.00008805161,0.0001170905,0.00007985203,0.001334777],"study_design_scores_gemma":[0.01313777,0.00007363145,0.9815823,0.00005480512,0.00005578037,0.000004137207,0.00002801244,0.00002552272,0.004569917,0.0002289277,0.0001885767,0.00005061715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964902,0.001083387,0.000003400003,0.0001046934,0.00002447239,0.0004260875,0.000007750837,0.000004806316,0.001855138],"genre_scores_gemma":[0.9996191,0.00003964734,0.0001445102,0.0001020447,0.000001592495,0.00003666475,0.00003143623,0.000008106215,0.00001688457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502013,"threshold_uncertainty_score":0.2474321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657644182625468,"score_gpt":0.2783557599022173,"score_spread":0.2617793180759626,"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."}}