{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008441555,0.001157154,0.003593283,0.0007429375,0.001627383,0.00007838362,0.0008011303,0.001015773,0.0003058465],"category_scores_gemma":[0.0001744204,0.001014009,0.0004170084,0.0007573068,0.0001314964,0.0002074761,0.002800542,0.00230542,0.0009765672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002824984,"about_ca_system_score_gemma":0.001037262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576331,"about_ca_topic_score_gemma":0.002273694,"domain_scores_codex":[0.9859146,0.004268519,0.003971186,0.001759062,0.00136715,0.002719515],"domain_scores_gemma":[0.9940755,0.0006198746,0.002022987,0.001989679,0.0003727716,0.0009191777],"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":[0.00001834254,0.00005234179,0.00007372694,0.2254232,0.0002518919,0.00003571046,0.0004257809,5.964329e-8,1.005569e-9,0.08813903,0.02495134,0.6606286],"study_design_scores_gemma":[0.0007056089,0.0002493927,0.00003425996,0.02072176,0.0005531533,0.000002297054,0.01635916,0.000003874779,3.01616e-9,0.002794445,0.9577205,0.0008555681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004334432,0.9497817,0.0004861246,0.008397723,0.002362575,0.01367163,0.0003728111,0.0005278795,0.02439521],"genre_scores_gemma":[0.00005284127,0.9736199,0.001183088,0.01047939,0.0005367926,0.003319941,0.0005632894,0.0002152612,0.01002943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9327691,"threshold_uncertainty_score":0.9999963,"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."}}