{"id":"W4415700246","doi":"10.1017/ice.2025.10228","title":"Preparedness for <i>Candida auris</i> in Canadian Nosocomial Infection Surveillance Program (CNISP) hospitals, 2024","year":2025,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; McMaster University; Surrey Memorial Hospital; Island Health; Saskatchewan Health; Stollery Children's Hospital; BC Children's Hospital; Fraser Health; University Health Network; University of Alberta; The Scarborough Hospital; Public Health Ontario; University of Calgary; Health Sciences Centre; Alberta Health Services; Jewish General Hospital; Sunnybrook Health Science Centre; BC Centre for Disease Control; Public Health Agency of Canada; McGill University Health Centre; North York General Hospital; Sinai Health System; Institut National de Santé Publique du Québec; Moncton Hospital; Dalhousie University; Saskatchewan Health Authority; Provincial Health Services Authority; B.C. Women's Hospital & Health Centre; Vancouver Coastal Health; Western University","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Preparedness; MEDLINE; Epidemiologic Surveillance; Infection control; Public health; Resource constraints","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007476698,0.0003329793,0.0001534725,0.000858343,0.001462913,0.0007746207,0.001051774,0.0003967326,0.001534519],"category_scores_gemma":[0.004296082,0.0002780911,0.0003609982,0.001550352,0.0004897924,0.0004170283,0.0007263688,0.0006310034,0.000144118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02077873,"about_ca_system_score_gemma":0.02472549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768913,"about_ca_topic_score_gemma":0.9846698,"domain_scores_codex":[0.9987262,0.00007969922,0.00007737897,0.0001040009,0.0004772001,0.0005355462],"domain_scores_gemma":[0.9959318,0.0001793484,0.001332935,0.00005467449,0.00143276,0.001068479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005123771,0.00002392979,0.9936008,0.00003951434,0.00001503074,0.00004383517,0.0004082888,0.0001301406,0.0001799326,0.0000352827,0.001927672,0.003544282],"study_design_scores_gemma":[0.00000303482,0.00002798268,0.9981679,0.00001766671,0.000005152295,0.00002068079,0.0009803575,0.0001408954,0.0000770916,0.000006220867,0.0005478722,0.000005166042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991674,0.0004270863,0.00009426085,0.001059465,0.00001704305,0.00006636103,0.003424023,0.00002379146,0.003214022],"genre_scores_gemma":[0.9976012,0.0002523549,0.0001403726,0.0001634578,0.00000786622,0.00001994745,0.001401752,0.000002242798,0.0004108996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02310866,"threshold_uncertainty_score":0.1507609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052825410770257,"score_gpt":0.3303668520597344,"score_spread":0.3198385979520318,"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."}}