{"id":"W2227911137","doi":"10.1177/0840470415616318","title":"Making quality improvement stick and stay","year":2015,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"Canadian Foundation for Healthcare Improvement","keywords":"Sustainability; Accountability; Quality management; Business; Organizational culture; Quality (philosophy); Process management; Health care; Public relations; Sustainability reporting; Nursing; Knowledge management; Medicine; Marketing; Political science; Corporate social responsibility; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01059939,0.0007585233,0.001094294,0.002379677,0.002563067,0.006662929,0.001659675,0.003641896,0.007501906],"category_scores_gemma":[0.0354633,0.0003902034,0.001248241,0.002904852,0.003365998,0.006906101,0.004763145,0.006268034,0.001718438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003921156,"about_ca_system_score_gemma":0.01607989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01961207,"about_ca_topic_score_gemma":0.02640046,"domain_scores_codex":[0.9895633,0.003085471,0.0009723636,0.0009000589,0.004499229,0.0009795885],"domain_scores_gemma":[0.9870193,0.006557068,0.002199016,0.001091405,0.002278497,0.0008546905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000531164,0.00008431372,0.001234019,0.015801,0.000393876,0.0001322941,0.003226445,0.0003868029,0.0004420233,0.071088,0.0643108,0.8428472],"study_design_scores_gemma":[0.00007265462,0.0001694466,0.003529249,0.02378341,0.0002675935,0.0002633745,0.004261382,0.0001531816,0.0004389351,0.03665422,0.9303648,0.00004187535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004707395,0.8472523,0.00937905,0.09752224,0.008328505,0.0002679295,0.0001466525,0.0002611219,0.03213476],"genre_scores_gemma":[0.1076721,0.8002101,0.01795168,0.06020559,0.003655646,0.0003860088,0.0002856914,0.0001683112,0.009464901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01961207,"threshold_uncertainty_score":0.05605561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.491180898449377,"score_gpt":0.6099908840474811,"score_spread":0.1188099855981041,"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."}}