{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003164927,0.0001972747,0.0006791314,0.0002425218,0.0004379451,0.00001637566,0.00005827505,0.0004300409,0.0001025451],"category_scores_gemma":[0.00655529,0.0001475747,0.0001005411,0.0003456252,0.0001211701,0.0002837984,0.00003334882,0.0005618489,0.00001412015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695277,"about_ca_system_score_gemma":0.0002997182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8305331,"about_ca_topic_score_gemma":0.70884,"domain_scores_codex":[0.9952089,0.002771318,0.0008997832,0.0003398527,0.00008100001,0.0006991284],"domain_scores_gemma":[0.9945008,0.003568697,0.001265858,0.0001643884,0.0002615719,0.000238666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002456008,0.0001939552,0.9961787,0.00004010254,0.00009006568,4.88653e-7,0.0005361045,0.00004867037,0.00001227794,0.0001727231,0.0003827341,0.002319647],"study_design_scores_gemma":[0.001582864,0.0007768597,0.9937162,0.00002002428,0.0001445412,0.000001893348,0.0000525115,0.001668208,7.674145e-7,0.001762722,0.0001241998,0.0001492415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939463,0.0007203382,0.00009472725,0.002852381,0.0006890997,0.001440827,0.00005991376,0.00002936192,0.0001670959],"genre_scores_gemma":[0.9965682,0.002302529,0.00001265266,0.0005917225,0.0001741093,0.0002014106,0.00007256158,0.00001485645,0.00006194523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216932,"threshold_uncertainty_score":0.7847769,"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."}}