{"id":"W2968937453","doi":"10.1097/acm.0000000000002937","title":"Building the Bridge to Quality: An Urgent Call to Integrate Quality Improvement and Patient Safety Education With Clinical Care","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Sunnybrook Health Science Centre","funders":"","keywords":"Patient safety; Quality (philosophy); Quality management; Health care; Bridge (graph theory); Medical education; Scale (ratio); Process (computing); Nursing; Medicine; Public relations; Political science; Engineering; Operations management; Management system; Computer 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":[0.1328613,0.002144358,0.004421799,0.005044993,0.01721373,0.0370471,0.01229009,0.05221959,0.0274683],"category_scores_gemma":[0.1631195,0.0021364,0.004091772,0.005271548,0.03293417,0.0473637,0.03731765,0.07698872,0.006495282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04194158,"about_ca_system_score_gemma":0.2447298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05943202,"about_ca_topic_score_gemma":0.07270923,"domain_scores_codex":[0.8827289,0.04451533,0.006159079,0.00727187,0.03786557,0.02145926],"domain_scores_gemma":[0.5582281,0.1375518,0.01732959,0.01722111,0.08718912,0.1824803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001883242,0.0004311632,0.002697691,0.002717918,0.0001939657,0.0003450996,0.005696002,0.0008544687,0.0009008916,0.05735394,0.7495195,0.179101],"study_design_scores_gemma":[0.0001586976,0.0003711398,0.005762626,0.006987276,0.00008662102,0.0003989845,0.01528533,0.001089122,0.0005510971,0.1212425,0.8477666,0.0003000116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003364842,0.006998468,0.002049172,0.9849564,0.004415996,0.00002915084,0.00003293739,0.00008753868,0.001093761],"genre_scores_gemma":[0.03495825,0.03099036,0.04009034,0.8746775,0.01304248,0.0003845656,0.0005133489,0.000383786,0.004959288],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1328613,"threshold_uncertainty_score":0.7026459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492714334343259,"score_gpt":0.547724956043705,"score_spread":0.3984535226093791,"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."}}