{"id":"W3173555825","doi":"10.1038/s41429-021-00431-4","title":"Antifungal susceptibilities of opportunistic filamentous fungal pathogens from the Asia and Western Pacific Region: data from the SENTRY Antifungal Surveillance Program (2011–2019)","year":2021,"lang":"en","type":"article","venue":"The Journal of Antibiotics","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Center, University of Rochester; Allergan; National Institutes of Health; Shionogi; Astellas Pharma; North Bristol NHS Trust; University of Queensland; Amplyx; Cidara Therapeutics; Tufts Medical Center; National University of Singapore; Université de Sherbrooke; Medpace; GlaxoSmithKline; Nabriva Therapeutics; Wayne State University; Meiji Seika Pharma; Pfizer; Beth Israel Deaconess Medical Center; University of Texas Southwestern Medical Center","keywords":"Posaconazole; Voriconazole; Aspergillus fumigatus; Itraconazole; Aspergillus; Microbiology; Biology; Aspergillosis; Mucorales; Antifungal; Medicine; Mucormycosis; Botany","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004903019,0.0002763813,0.0002033005,0.0008949451,0.0002412326,0.0003390824,0.0002494793,0.0001619482,0.0005224018],"category_scores_gemma":[0.0007829406,0.0001560591,0.0002792884,0.001131036,0.000167008,0.0002653391,0.000334239,0.0003122292,0.0001286179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269585,"about_ca_system_score_gemma":0.0003952633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02241401,"about_ca_topic_score_gemma":0.02960136,"domain_scores_codex":[0.9997028,0.0000488633,0.00005328158,0.00005545662,0.00009868211,0.00004093844],"domain_scores_gemma":[0.9992793,0.0000814425,0.0003450218,0.00004151817,0.0001660828,0.00008675084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007287021,0.00003793072,0.9932349,0.00004148323,0.00005745727,0.0001186495,0.000173499,0.00009017092,0.001120359,0.000006902605,0.0003238696,0.004721952],"study_design_scores_gemma":[0.000001460764,0.00004402184,0.998743,0.000007201729,0.00002061561,0.0002510085,0.0001843879,0.0001010254,0.0003105453,0.000002253616,0.0003326642,0.000001752171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996044,0.0002075961,0.0001287309,0.00001860077,0.000003317512,0.00001707334,0.002901621,0.000004727671,0.000674301],"genre_scores_gemma":[0.9952587,0.0002773123,0.0002269167,0.00002477168,0.000004671131,0.00002212587,0.003977865,0.000002342039,0.0002054268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02241401,"threshold_uncertainty_score":0.04456705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06081701439678184,"score_gpt":0.3029981679086222,"score_spread":0.2421811535118404,"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."}}