{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006680163,0.0001587798,0.0005334174,0.00009224404,0.0001800871,0.0001394201,0.0000624493,0.00007315254,0.0000799935],"category_scores_gemma":[0.0004535671,0.0001358814,0.000130816,0.0003355158,0.0003136955,0.0002483928,0.0001546105,0.0001641419,0.000009342429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008294673,"about_ca_system_score_gemma":0.0001941693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003326603,"about_ca_topic_score_gemma":0.0001294962,"domain_scores_codex":[0.9986615,0.0002459966,0.0002836997,0.0004068017,0.0001856397,0.0002164121],"domain_scores_gemma":[0.9985861,0.0007260336,0.00006047665,0.0003003391,0.0001341412,0.0001929389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000387739,0.0003211453,0.9213072,0.0004509198,0.0001833166,0.00002374737,0.00004256219,0.00001693376,0.0018177,0.004911806,0.001897981,0.06863893],"study_design_scores_gemma":[0.0008388778,0.0003815875,0.9778832,0.0004960861,0.0005510824,0.00003175516,0.0002476304,0.009610925,0.003496872,0.001456193,0.004817818,0.0001879887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011852,0.004712873,0.07800864,0.0005533249,0.0002131232,0.001982316,0.000146485,0.0001864472,0.01301157],"genre_scores_gemma":[0.9988019,0.00006943255,0.0007265671,0.0001186476,0.00003212251,0.00004730156,0.00004950882,0.00002152392,0.0001329577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09761671,"threshold_uncertainty_score":0.5541082,"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."}}