{"id":"W4362577613","doi":"10.21203/rs.3.rs-2706400/v1","title":"Genotypic diversity and unrecognized antifungal resistance among populations of Candida glabrata from positive blood cultures","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; Center for Research Computing, University of Pittsburgh; York University; University of Pittsburgh","keywords":"Candida glabrata; Antifungal; Genotype; Microbiology; Biology; Resistance (ecology); Diversity (politics); Genetic diversity; Genetics; Medicine; Ecology; Gene; Population; Sociology; Environmental health","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":[0.0002151268,0.0001705141,0.0001694865,0.0008783324,0.0002895493,0.0005120931,0.0002307488,0.000218943,0.001429185],"category_scores_gemma":[0.001089194,0.00008706802,0.0001354691,0.0005817658,0.0003096378,0.0001164564,0.0002728865,0.0002820201,0.0002400688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388032,"about_ca_system_score_gemma":0.00008762557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482487,"about_ca_topic_score_gemma":0.0008993586,"domain_scores_codex":[0.9996526,0.00005838822,0.00003200638,0.0001263896,0.00006798455,0.00006263205],"domain_scores_gemma":[0.9996461,0.0001380377,0.00006842348,0.00004695185,0.00005453396,0.00004593021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00189219,0.0003154139,0.6085422,0.00004923252,0.0001086624,0.001077823,0.001965613,0.0003615618,0.3570214,0.0004809804,0.0003998282,0.02778494],"study_design_scores_gemma":[0.00002690986,0.0003328344,0.9765519,0.000009683658,0.0000497252,0.002087683,0.001112123,0.0004814509,0.01821852,0.0002799499,0.0008352933,0.00001393381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992784,0.00003657423,0.0001255743,0.00001653909,0.000002576505,0.000003923126,0.0002436673,0.000003259021,0.0002894669],"genre_scores_gemma":[0.9992318,0.00002927862,0.0002428349,0.00001170567,0.000004379111,0.000004674868,0.000296505,0.00000275857,0.0001760115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001482487,"threshold_uncertainty_score":0.004781067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132675520840128,"score_gpt":0.3985943096886077,"score_spread":0.2853267576045949,"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."}}