{"id":"W3097507138","doi":"10.1017/ice.2020.1138","title":"Central-line–Associated Bloodstream Infections Among Adult Intensive Care Unit Patients in Canadian Hospitals, 2011–2018","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Hospital for Sick Children; Alberta Health Services; Izaak Walton Killam Health Centre; Stollery Children's Hospital; Horizon Health Network; Public Health Agency of Canada; McGill University Health Centre; B.C. Women's Hospital & Health Centre; University of Alberta; Provincial Health Services Authority; Nova Scotia Health Authority; University of Toronto; Moncton Hospital; Dalhousie University","funders":"","keywords":"Medicine; Intensive care; Emergency medicine; Intensive care unit; Bloodstream infection; Central line; Epidemiology; Psychological intervention; Intensive care medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003728518,0.0003152386,0.0009169643,0.0002396025,0.0006739456,0.00001039933,0.00009410392,0.0006128593,0.0001954545],"category_scores_gemma":[0.006257464,0.0002930767,0.0002102214,0.0002793683,0.0001768495,0.0001842668,0.00005366647,0.0009487781,0.0001174811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035289,"about_ca_system_score_gemma":0.0003142671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7308944,"about_ca_topic_score_gemma":0.7396773,"domain_scores_codex":[0.9961386,0.000954264,0.0009452162,0.0005534539,0.00008778407,0.001320663],"domain_scores_gemma":[0.9966052,0.0007927866,0.0004489609,0.0001800962,0.001050947,0.0009219809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002927122,0.00009377551,0.9906527,0.00004111112,0.000122086,0.000005092612,0.004798673,0.0001639151,0.000001650043,0.0003046178,0.002441794,0.001345309],"study_design_scores_gemma":[0.003306662,0.00116419,0.987987,0.00006624311,0.000126402,4.019447e-7,0.001800365,0.002032574,7.895256e-7,0.0002086407,0.003001798,0.0003049664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986619,0.0002761239,0.0001523859,0.009384196,0.001315064,0.001231116,0.0003200746,0.0001165795,0.0005854337],"genre_scores_gemma":[0.9866889,0.0006768344,0.000007979206,0.01172147,0.0003459037,0.0001552934,0.0003323418,0.00003173406,0.0000395337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008782843,"threshold_uncertainty_score":0.9999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575412340755731,"score_gpt":0.3157194096643181,"score_spread":0.2899652862567607,"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."}}