{"id":"W1964779706","doi":"10.1086/673447","title":"Beyond the Bundle: A Survey of Central Line–Associated Bloodstream Infection Prevention Practices Used in US and Canadian Pediatric Hospitals","year":2013,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Bloodstream infection; Central line; Infection control; Medicine; Family medicine; Intensive care 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":[0.001147781,0.0003412199,0.0003703013,0.001563122,0.001728168,0.0009578573,0.001182428,0.000495094,0.001266236],"category_scores_gemma":[0.00429237,0.0004260104,0.0004687135,0.004692839,0.0005604971,0.0006198363,0.001031716,0.0006586168,0.0001544773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01934882,"about_ca_system_score_gemma":0.02586578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810491,"about_ca_topic_score_gemma":0.9869927,"domain_scores_codex":[0.9977366,0.0001733741,0.0001932833,0.0002065103,0.001106952,0.0005832422],"domain_scores_gemma":[0.9953245,0.0003110603,0.001362554,0.0001004787,0.001786867,0.001114421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003172192,0.00003387313,0.993268,0.0000513772,0.00002354394,0.00004415946,0.001624851,0.00005429801,0.000113924,0.00004481921,0.0008073015,0.003902151],"study_design_scores_gemma":[0.000002303562,0.00002944765,0.9976627,0.00002742965,0.000006986344,0.00003536084,0.001613851,0.0000842851,0.00003360898,0.000003675654,0.0004941711,0.000006224886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947314,0.0004969602,0.0001091183,0.0003584794,0.000006707642,0.00005641292,0.002522971,0.0000103822,0.001707401],"genre_scores_gemma":[0.9975453,0.0005798606,0.0003081265,0.0002543148,0.000006305094,0.00002675057,0.0009528428,0.000004099869,0.0003224362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934882,"threshold_uncertainty_score":0.1403862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04125149491060826,"score_gpt":0.3584161530424488,"score_spread":0.3171646581318405,"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."}}