{"id":"W4243958549","doi":"10.1017/cem.2019.269","title":"P078: An environmental scan of quality improvement and patient safety activities in emergency medicine in Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Curriculum; Descriptive statistics; Emergency department; Medicine; Scholarship; Medical education; Patient safety; Quality (philosophy); Health care; Family medicine; Nursing; Psychology; Political science","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":[0.002015419,0.0002692131,0.000316723,0.005096312,0.00494749,0.003303915,0.001492616,0.001224171,0.007013031],"category_scores_gemma":[0.01240397,0.00035972,0.0005735721,0.01303213,0.001203384,0.001130837,0.002147472,0.001577677,0.0004145218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04486528,"about_ca_system_score_gemma":0.1751175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887604,"about_ca_topic_score_gemma":0.9929912,"domain_scores_codex":[0.9939299,0.0005272746,0.0003256981,0.0003042414,0.0036062,0.00130663],"domain_scores_gemma":[0.962123,0.003683499,0.002399199,0.0004653709,0.02823083,0.003098219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003342132,0.0002706265,0.6201149,0.001614302,0.0001846782,0.0009273011,0.006663607,0.001134399,0.0007555611,0.006951838,0.2514544,0.1095943],"study_design_scores_gemma":[0.00002004793,0.00004478452,0.9116052,0.0005450099,0.0000595277,0.0000990929,0.006623472,0.0004412564,0.0003211286,0.0003047061,0.07990392,0.00003203326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5340182,0.008331268,0.002111882,0.119432,0.001384594,0.000685533,0.1144864,0.0006262867,0.2189237],"genre_scores_gemma":[0.9493345,0.003544647,0.002314602,0.01353918,0.0002812103,0.0002507774,0.01095532,0.0001477397,0.01963213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04486528,"threshold_uncertainty_score":0.3255219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07763826521617187,"score_gpt":0.3868075491966445,"score_spread":0.3091692839804726,"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."}}