{"id":"W2550457529","doi":"10.1136/bmjqs-2016-ihiabstracts.4","title":"A QUALITY IMPROVEMENT INITIATIVE TO DECREASE THE RATE OF SOLITARY SETS OF BLOOD CULTURES IN THE EMERGENCY DEPARTMENT","year":2016,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Emergency department; Psychological intervention; Intervention (counseling); Quality management; Emergency medicine; Operations management; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01769024,0.0008477027,0.000445429,0.0009292959,0.0008560781,0.001455758,0.001558162,0.0009885837,0.003881629],"category_scores_gemma":[0.02970985,0.0002261075,0.0009535531,0.0008956625,0.000525203,0.00112062,0.002155397,0.001687992,0.0003562392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019527,"about_ca_system_score_gemma":0.01286127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004915455,"about_ca_topic_score_gemma":0.006140094,"domain_scores_codex":[0.9873134,0.007254702,0.001019031,0.0006679091,0.002896265,0.0008486242],"domain_scores_gemma":[0.9751019,0.006486231,0.005988569,0.001172186,0.004159264,0.00709193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001390388,0.01641554,0.06767923,0.001919156,0.000382547,0.0001184601,0.001044058,0.001136573,0.003141204,0.001195676,0.02797728,0.8775999],"study_design_scores_gemma":[0.01036198,0.06322864,0.8072743,0.002832469,0.00160898,0.0006515916,0.002923017,0.01257847,0.008599554,0.002332994,0.08747753,0.0001305347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8001814,0.01101804,0.05619904,0.07705902,0.003212714,0.009853461,0.00243767,0.005460089,0.03457866],"genre_scores_gemma":[0.7820587,0.002894715,0.1873803,0.01509619,0.0008013726,0.005018433,0.001523885,0.0001110251,0.005115529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01769024,"threshold_uncertainty_score":0.09355605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09659619976926863,"score_gpt":0.4631224150869343,"score_spread":0.3665262153176657,"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."}}