{"id":"W2593940776","doi":"10.12927/hcpol.2017.25028","title":"Assessing Continuous Quality Improvement in Public Health: Adapting Lessons from Healthcare","year":2017,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; The Canadian Association of Professional Academic Librarians; Public Health Ontario","funders":"","keywords":"Quality management; Accountability; Health care; Quality (philosophy); Public health; Total quality management; Business; Process management; Public healthcare; Medicine; Nursing; Political science; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01499349,0.0005714221,0.001469875,0.0008589705,0.008976143,0.0005164978,0.001610693,0.0005160127,0.0002166505],"category_scores_gemma":[0.0132141,0.0005949785,0.0001579445,0.0008152028,0.0003454776,0.001909217,0.0009282214,0.002410386,0.0003416148],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005575708,"about_ca_system_score_gemma":0.02296752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6959513,"about_ca_topic_score_gemma":0.210986,"domain_scores_codex":[0.9809209,0.006949907,0.004408733,0.001500121,0.001399406,0.004820958],"domain_scores_gemma":[0.9861718,0.00304199,0.004581321,0.002784177,0.0008537438,0.002566959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003674894,0.0001128677,0.4783261,0.001563338,0.00002042832,0.00001536379,0.03890239,9.18057e-7,0.0002143984,0.06816114,0.002495238,0.4101511],"study_design_scores_gemma":[0.002737595,0.0002140291,0.8768661,0.0009287975,0.000003000273,0.000002493915,0.02845445,0.00009762745,0.0000212503,0.005291948,0.08481775,0.0005649491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3569809,0.0001903974,0.0004172604,0.6362981,0.001128695,0.002170072,0.0006043598,0.0002289885,0.001981259],"genre_scores_gemma":[0.8432969,0.0003019798,0.002009313,0.1513265,0.001917791,0.0007017632,0.000087023,0.00008807599,0.0002706384],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.486316,"threshold_uncertainty_score":0.9998911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8515874333028475,"score_gpt":0.7380930521260599,"score_spread":0.1134943811767876,"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."}}