{"id":"W3000254694","doi":"10.1017/ice.2019.369","title":"Preparedness for <i>Candida auris</i> in Canadian Nosocomial Infection Surveillance Program (CNISP) hospitals, 2018","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Agency of Canada; Sinai Health System; Université Laval","funders":"","keywords":"Candida auris; Preparedness; Medicine; Infection control; Microbiology; Intensive care medicine; Antifungal; Biology; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009698126,0.000234106,0.0008461404,0.00009913884,0.0001536468,0.00001732206,0.00004356487,0.0003245936,0.00002409985],"category_scores_gemma":[0.003533173,0.0002107812,0.0001904954,0.0001993095,0.000200699,0.0001356392,0.00001659987,0.0002924427,0.00001279114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002410726,"about_ca_system_score_gemma":0.0003185881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1785361,"about_ca_topic_score_gemma":0.2944249,"domain_scores_codex":[0.9978778,0.0002274507,0.0005965139,0.0005857855,0.00007272877,0.0006396687],"domain_scores_gemma":[0.9984484,0.0005120815,0.0001721671,0.0001731317,0.0001588955,0.0005352959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005998118,0.0001156163,0.9831163,0.0001389155,0.00005911743,0.000006967376,0.0001764058,0.00003266599,0.00008940574,0.0003222285,0.003812224,0.01153033],"study_design_scores_gemma":[0.002874921,0.002837064,0.9466462,0.00002906947,0.00004011562,0.000007776794,0.00002156813,0.003765649,0.00001068889,0.0003981662,0.04314795,0.0002208194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812691,0.0005696486,0.001944041,0.01239225,0.0006555176,0.002409708,0.00007899241,0.0001420881,0.0005386847],"genre_scores_gemma":[0.9949867,0.0003611521,0.000157127,0.003364773,0.0005559471,0.0004454387,0.00007218379,0.00002075385,0.00003589561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158888,"threshold_uncertainty_score":0.8595407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137819925798176,"score_gpt":0.3173330090812442,"score_spread":0.2959548098232624,"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."}}