{"id":"W3033828382","doi":"10.1186/s13756-020-00752-3","title":"Prevalence of Candida auris in Canadian acute care hospitals among at-risk patients, 2018","year":2020,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Public Health Agency of Canada; Université Laval","funders":"Centers for Disease Control and Prevention; Fraser Health Authority; British Columbia Centre for Disease Control; University of Alberta; IWK Health Centre; Jewish General Hospital; Public Health Agency; McGill University; McGill University Health Centre; Public Health Agency of Canada; Hamilton Health Sciences; BC Children's Hospital; McMaster University","keywords":"Candida auris; Medicine; Medical microbiology; Indian subcontinent; Health care; Prevalence; Internal medicine; Emergency medicine; Intensive care medicine; Epidemiology; Antifungal; Dermatology; Virology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001412544,0.0001807197,0.0004216729,0.0001038417,0.0001514855,0.00001717036,0.00005810118,0.0001444501,0.00008690928],"category_scores_gemma":[0.0002793323,0.0001724142,0.0001160491,0.0002383563,0.0001829782,0.0001818205,0.00002054235,0.0002069171,0.00001114354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771652,"about_ca_system_score_gemma":0.0002621597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07769149,"about_ca_topic_score_gemma":0.4099618,"domain_scores_codex":[0.9986095,0.00005813108,0.0004058411,0.0003986313,0.0001620979,0.0003657716],"domain_scores_gemma":[0.9990113,0.00004287177,0.0001825509,0.0002042675,0.0002354782,0.0003235753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008110182,0.00003254785,0.990562,0.0006915295,0.00005796606,0.00001386342,0.0005343351,0.000003579863,0.002869285,0.00001076512,0.004000024,0.0004130694],"study_design_scores_gemma":[0.002839408,0.0002872733,0.9911301,0.0002564419,0.000182965,6.279862e-7,0.00003212997,0.00002675204,0.002817587,0.000002912928,0.002264829,0.0001590092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964846,0.0007457288,0.00004161188,0.0004805383,0.0001008269,0.0006841808,0.0004544959,0.00002229113,0.0009857053],"genre_scores_gemma":[0.9964976,0.002240389,0.000028392,0.0007271421,0.00005995294,0.00001120336,0.00003193122,0.00001630185,0.0003870871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3322703,"threshold_uncertainty_score":0.9284502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003700400143379801,"score_gpt":0.215420665462255,"score_spread":0.2117202653188752,"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."}}