{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140273,0.0003628023,0.0008880658,0.00003519578,0.0003517518,0.0001512573,0.0009475794,0.0001840359,0.0002088684],"category_scores_gemma":[0.0009537449,0.0001836789,0.0002388881,0.0002356678,0.001224669,0.0002060593,0.0004787578,0.0008954753,0.00001496068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004618632,"about_ca_system_score_gemma":0.0006005311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001615223,"about_ca_topic_score_gemma":0.0004677429,"domain_scores_codex":[0.9960825,0.0008921696,0.001148756,0.0004604177,0.0009521516,0.0004640015],"domain_scores_gemma":[0.9933821,0.002381795,0.0009105369,0.002389879,0.0007326505,0.0002030344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001008826,0.0005308127,0.9424197,0.0001121274,0.0005669573,0.0006420569,0.000995522,0.000002774252,0.02162405,0.00005236444,0.0291899,0.002854915],"study_design_scores_gemma":[0.001183052,0.0005689162,0.9750435,0.0005746048,0.0009181034,0.0009261257,0.01306922,0.000333837,0.002793892,0.0001619968,0.004179588,0.0002471619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840248,0.007844358,0.0003280807,0.004897569,0.0006355194,0.0004716645,0.001535729,0.00002430408,0.0002380279],"genre_scores_gemma":[0.9894881,0.007545666,0.0005162855,0.0003047205,0.0008155098,7.206302e-8,0.0002894295,0.00003923157,0.001000937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0326238,"threshold_uncertainty_score":0.7490209,"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."}}