{"id":"W4390690570","doi":"10.1093/ofid/ofae017","title":"Verification, Analytical Sensitivity, Cost-effectiveness, and Comparison of 4 <i>Candida auris</i> Screening Methods","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Sunnybrook Hospital; University of Toronto; McMaster University; Impact","funders":"","keywords":"Candida auris; Medicine; Sensitivity (control systems); Medical physics; Dermatology; Antifungal","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":[0.0228446,0.001133083,0.0009036621,0.002565434,0.0005031741,0.002156396,0.001428383,0.001422821,0.001539672],"category_scores_gemma":[0.05068049,0.0004785798,0.001201317,0.001273851,0.001072709,0.001023794,0.0009410914,0.0006626677,0.0008667624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560525,"about_ca_system_score_gemma":0.001191914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002805438,"about_ca_topic_score_gemma":0.002788047,"domain_scores_codex":[0.9676039,0.01614987,0.002204743,0.002322756,0.01098799,0.000730696],"domain_scores_gemma":[0.9524302,0.03186919,0.005535864,0.002656519,0.007048833,0.0004593178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02201828,0.002190689,0.4379818,0.002209851,0.001218754,0.0006508699,0.0006009195,0.01105877,0.2866907,0.001470947,0.001502834,0.2324055],"study_design_scores_gemma":[0.0002609149,0.01557973,0.1508524,0.000286946,0.001261585,0.003667358,0.0005304556,0.04554051,0.7761533,0.0007303808,0.004888137,0.0002481999],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943013,0.009383252,0.03791434,0.001046066,0.000248212,0.0006443094,0.001674063,0.0004213643,0.005655385],"genre_scores_gemma":[0.9699701,0.0008176979,0.02742141,0.0001501857,0.00006758159,0.0001090546,0.0007643129,0.00004201378,0.0006577095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0228446,"threshold_uncertainty_score":0.1208152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04891772406617981,"score_gpt":0.4347314779007449,"score_spread":0.3858137538345651,"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."}}