{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160573,0.000684085,0.0006526287,0.002875251,0.002566524,0.001387498,0.002115735,0.0006190824,0.002082929],"category_scores_gemma":[0.004813036,0.000479406,0.0007840082,0.007326988,0.0006166917,0.0007839649,0.001294555,0.001146401,0.0002278557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05371158,"about_ca_system_score_gemma":0.06893514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945779,"about_ca_topic_score_gemma":0.9968605,"domain_scores_codex":[0.9976065,0.00006411821,0.0002019499,0.0003315563,0.001130899,0.0006650116],"domain_scores_gemma":[0.9929695,0.000161753,0.001323696,0.0001080681,0.004098834,0.001338186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000103897,0.00002510637,0.9844939,0.0002136477,0.00006727283,0.0001006814,0.0004781127,0.000169969,0.0001429291,0.0001011393,0.007146225,0.006957087],"study_design_scores_gemma":[0.000006199634,0.00001449394,0.9972181,0.0000828241,0.00002693091,0.00007729876,0.0004619833,0.0002008261,0.00004107832,0.00001037269,0.001849978,0.000009924358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911303,0.006821019,0.0004596773,0.002476655,0.0001637122,0.0001937185,0.06859063,0.0001052991,0.009886308],"genre_scores_gemma":[0.9796739,0.002569258,0.0005656412,0.0005088465,0.00005994087,0.00006626415,0.01541113,0.00001811813,0.001126866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05371158,"threshold_uncertainty_score":0.3897066,"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."}}