{"id":"W4322617525","doi":"10.1097/pts.0000000000001107","title":"A Quality Improvement Initiative to Decrease Central Line–Associated Bloodstream Infections During the COVID-19 Pandemic: A “Zero Harm” Approach","year":2023,"lang":"en","type":"article","venue":"Journal of Patient Safety","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; York Central Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Harm; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Quality (philosophy); Line (geometry); Zero (linguistics); Medicine; Intensive care medicine; Mathematics; Internal medicine; Psychology; Physics; Infectious disease (medical specialty)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001957185,0.0002188356,0.0005147791,0.0002513333,0.001532316,0.00001962489,0.0002297114,0.000151516,0.0001854857],"category_scores_gemma":[0.003502848,0.0001460651,0.0004169489,0.0008354067,0.00004972731,0.000125929,0.0001916503,0.0009004234,0.00003534179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752188,"about_ca_system_score_gemma":0.001131866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007405788,"about_ca_topic_score_gemma":0.000435155,"domain_scores_codex":[0.9958482,0.00104917,0.0014897,0.0002428114,0.0005826897,0.0007874203],"domain_scores_gemma":[0.9959939,0.00092055,0.001281895,0.0002729205,0.000369297,0.00116151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001403115,0.003440102,0.8752968,0.0003287272,0.001059438,0.00004848043,0.09592472,0.009245407,0.00155471,0.000232472,0.007806462,0.003659523],"study_design_scores_gemma":[0.01771411,0.003564726,0.8720933,0.0004761502,0.0009143468,0.00006300878,0.0545241,0.0008734209,0.0001867525,0.002017845,0.0464594,0.001112902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931492,0.00002805787,0.001834246,0.002587013,0.0006020013,0.001060784,0.0002969694,0.00008582515,0.0003559258],"genre_scores_gemma":[0.9946906,0.0002247783,0.0001121912,0.004334733,0.0002710301,0.00007809152,0.00005651373,0.00002510176,0.0002069588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04140062,"threshold_uncertainty_score":0.9997675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10646429222561,"score_gpt":0.4042867291014191,"score_spread":0.297822436875809,"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."}}