{"id":"W2131683736","doi":"10.1155/2013/781690","title":"Reduction of Central Line‐Associated Bloodstream Infection Rates in a Neonatal Intensive Care Unit after Implementation of a Multidisciplinary Evidence‐Based Quality Improvement Collaborative: A Four‐Year Surveillance","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Neonatal intensive care unit; Catheter; Central line; Central venous catheter; Emergency medicine; Bloodstream infection; Intensive care; Incidence (geometry); Quality management; Intensive care unit; Observational study; Infection control; Pediatrics; Intensive care medicine; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003541248,0.0001279804,0.0004627385,0.0002773644,0.0001245496,0.000006270869,0.0000586687,0.0001885028,0.0004907229],"category_scores_gemma":[0.0008782387,0.0001063174,0.0001178533,0.0002774401,0.0002262696,0.0001129675,0.00002302346,0.0002961488,9.796386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000389757,"about_ca_system_score_gemma":0.003203904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08151871,"about_ca_topic_score_gemma":0.209058,"domain_scores_codex":[0.9979436,0.0006142429,0.0008375857,0.0001529648,0.00008894201,0.0003626666],"domain_scores_gemma":[0.9967949,0.0002621885,0.0007066968,0.00008225165,0.001704536,0.0004494189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632428,0.00004552747,0.9858713,0.0002035774,0.0000955623,0.00001130763,0.005498575,0.00001546062,0.002997862,0.000006123425,0.00007920736,0.005012314],"study_design_scores_gemma":[0.002681709,0.001085395,0.9742505,0.0006292381,0.00008009739,0.00001159528,0.02065852,0.00002290703,0.0003829512,0.0000504421,0.0000397705,0.0001068844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965137,0.001490623,0.00003716402,0.0006001252,0.0004025225,0.0005488329,0.0004007163,0.000004085367,0.000002226622],"genre_scores_gemma":[0.9991536,0.0004681546,0.00001079335,0.0001558993,0.00008600305,0.00003542605,0.00007903462,0.000008331594,0.000002763974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275392,"threshold_uncertainty_score":0.9245976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477782430776072,"score_gpt":0.362515943468,"score_spread":0.3377381191602393,"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."}}