{"id":"W4293479337","doi":"10.1016/j.mib.2022.102198","title":"Antifungal discovery","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Microbiology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health; Canada Research Chairs; Canadian Institute for Advanced Research","keywords":"Antifungal; Biology; Drug discovery; Antifungal drug; Identification (biology); Antifungal drugs; Computational biology; Human health; Biotechnology; Bioinformatics; Microbiology; Medicine; Environmental health; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006240912,0.001024966,0.001069113,0.001963649,0.0002768504,0.001647365,0.0006635525,0.001296693,0.009969356],"category_scores_gemma":[0.0009869683,0.0003056821,0.0005177581,0.001157478,0.0005014005,0.001731125,0.001037351,0.002668848,0.004670131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006736783,"about_ca_system_score_gemma":0.001498128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006849506,"about_ca_topic_score_gemma":0.001427277,"domain_scores_codex":[0.9997403,0.00004021756,0.00003261163,0.00005022964,0.00009633553,0.00004025486],"domain_scores_gemma":[0.9997417,0.00009570509,0.00003286125,0.00001851916,0.00007242652,0.00003873058],"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":[0.0001037005,0.00005846967,0.0001213879,0.007537887,0.00005660837,0.0002582989,0.00003688832,0.0001726768,0.002668157,0.00609017,0.09241784,0.8904779],"study_design_scores_gemma":[0.0000267407,0.00005255145,0.000241383,0.001814096,0.00006303865,0.0008601218,0.00001764998,0.00007613795,0.00061073,0.001978836,0.9942487,0.000009903133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002230492,0.9866753,0.0005598327,0.001605276,0.002295455,0.00001793938,0.00007356377,0.00003756428,0.008511928],"genre_scores_gemma":[0.002537659,0.9854506,0.0006418379,0.002254623,0.001922549,0.00001983969,0.0001607536,0.000008167859,0.007003912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009969356,"threshold_uncertainty_score":0.03335083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472185924700774,"score_gpt":0.4255639808690065,"score_spread":0.2783453883989291,"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."}}