{"id":"W4389687376","doi":"10.23736/s2784-8671.23.07694-6","title":"Navigating fungal infections and antifungal stewardship: drug resistance, susceptibility testing, therapeutic drug monitoring and future directions","year":2023,"lang":"en","type":"article","venue":"Italian Journal of Dermatology and Venereology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mediprobe Research (Canada); University of Toronto","funders":"","keywords":"Terbinafine; Stewardship (theology); Antifungal; Intensive care medicine; Drug resistance; Antifungal drug; Medicine; Drug; Antifungal drugs; Resistance (ecology); Pharmacology; Biology; Itraconazole; Dermatology; Microbiology; Political science; Ecology","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":[0.004584904,0.0005952715,0.001074361,0.001618257,0.0007456011,0.003304182,0.001030576,0.003397103,0.003727473],"category_scores_gemma":[0.007205762,0.0002227712,0.0007558563,0.001434431,0.001665203,0.004364437,0.001951191,0.00443499,0.001132332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954688,"about_ca_system_score_gemma":0.007666959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679589,"about_ca_topic_score_gemma":0.004638098,"domain_scores_codex":[0.9972908,0.001223909,0.0002898789,0.0002619764,0.0006544276,0.0002790164],"domain_scores_gemma":[0.9922035,0.00415529,0.0007691511,0.0001495162,0.001831388,0.0008911428],"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":[0.00008565451,0.0001881877,0.002430074,0.01524735,0.0001054425,0.0007208834,0.0007950701,0.0005617855,0.0007253372,0.01776345,0.0927242,0.8686526],"study_design_scores_gemma":[0.00002872346,0.0002184719,0.003835866,0.01848005,0.0001632807,0.003061668,0.00156879,0.00048345,0.0003744142,0.01839794,0.9533215,0.0000660262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007344084,0.9438139,0.001735418,0.04792856,0.00184188,0.00002789653,0.000032187,0.00007788309,0.00380795],"genre_scores_gemma":[0.009752228,0.9669456,0.005090643,0.01349407,0.002919025,0.00005326069,0.00008319119,0.00001670967,0.001645308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004584904,"threshold_uncertainty_score":0.02424759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775755417663019,"score_gpt":0.3078104194621633,"score_spread":0.2900528652855331,"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."}}