{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009602759,0.0003573471,0.0002116249,0.001501401,0.001725051,0.001147508,0.001240297,0.0003445152,0.001396657],"category_scores_gemma":[0.005763691,0.0002638902,0.0003649413,0.002486258,0.0006752785,0.0004931961,0.001050183,0.0007048747,0.000135127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02215962,"about_ca_system_score_gemma":0.03726997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9647911,"about_ca_topic_score_gemma":0.9790573,"domain_scores_codex":[0.9976888,0.0001261956,0.0002169042,0.0001830914,0.0009895347,0.000795509],"domain_scores_gemma":[0.9937355,0.0002964658,0.001910635,0.0001072373,0.002727826,0.001222305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006578275,0.00003984283,0.9793885,0.0001392766,0.00002407173,0.00009927861,0.001336182,0.0001606729,0.0002949742,0.0001284886,0.004094613,0.01422819],"study_design_scores_gemma":[0.000003361824,0.00005176143,0.9945681,0.000101076,0.00001455427,0.00007131308,0.002700669,0.0001571525,0.0002181071,0.00002193896,0.002080415,0.00001148313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802307,0.001903165,0.0002702428,0.002297943,0.00004163196,0.0001858601,0.007390523,0.0000712572,0.007608655],"genre_scores_gemma":[0.995984,0.0008957163,0.0003658237,0.0005385567,0.00001779034,0.00003278035,0.001626723,0.000006868461,0.0005317395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03520888,"threshold_uncertainty_score":0.1607801,"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."}}