{"id":"W4414083483","doi":"10.1017/ice.2025.10259","title":"Trends in healthcare-associated infections and antimicrobial-resistant organisms among adults in Canadian acute care hospitals: findings from four point prevalence surveys, 2002 to 2024","year":2025,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Alberta; Hospital for Sick Children; Stollery Children's Hospital; Public Health Agency of Canada; McGill University Health Centre; Dalhousie University; Hamilton Health Sciences; Centre Hospitalier Universitaire Sainte-Justine; SickKids Foundation; Alberta Health Services; Health Sciences North; Royal University Hospital","funders":"","keywords":"Pandemic; Prevalence; Acute care; MEDLINE; Cross-sectional study; Inclusion (mineral)","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":[0.0009445219,0.000453093,0.0004184399,0.002934578,0.001208463,0.0009295554,0.001542132,0.0005426893,0.0009404397],"category_scores_gemma":[0.003228706,0.0003275,0.0007398328,0.004996988,0.0004372043,0.000431008,0.0007183669,0.0006235725,0.0001723611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01808952,"about_ca_system_score_gemma":0.01894128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901996,"about_ca_topic_score_gemma":0.9910873,"domain_scores_codex":[0.9982433,0.0001014516,0.0001420426,0.0001659736,0.0009871897,0.0003599645],"domain_scores_gemma":[0.9954646,0.0001387206,0.0008300471,0.0000673624,0.002970502,0.0005286728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003813848,0.0000168606,0.9943807,0.00006995759,0.00007668691,0.00002549415,0.0002163855,0.0001107962,0.0001169871,0.00002166547,0.001183013,0.003743418],"study_design_scores_gemma":[0.000001749706,0.0000102297,0.9993218,0.00001487026,0.00001111838,0.00001448766,0.0001943282,0.0001069795,0.00002497692,0.000002080549,0.0002930248,0.000004300388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696366,0.002260748,0.0002924986,0.0006470743,0.00002268104,0.00008940038,0.02398794,0.00006045182,0.003002691],"genre_scores_gemma":[0.9898298,0.001016856,0.0004992505,0.0001435734,0.00001225996,0.00004332716,0.007884216,0.000004376505,0.0005663219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808952,"threshold_uncertainty_score":0.1312492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005882678067148185,"score_gpt":0.2509249527701557,"score_spread":0.2450422747030075,"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."}}