{"id":"W2965911635","doi":"10.1016/j.pop.2019.07.008","title":"Quality Improvement Principles and Practice","year":2019,"lang":"en","type":"review","venue":"Primary Care Clinics in Office Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Manitoba Beekeepers' Association; Mental Health Association of Westchester County","keywords":"Quality management; Quality (philosophy); Process management; Key (lock); Patient satisfaction; Medicine; Computer science; Nursing; Business; Operations management; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04433912,0.002430634,0.004347215,0.01565931,0.002508008,0.0113564,0.004050222,0.007265594,0.008572062],"category_scores_gemma":[0.05172231,0.001188945,0.003362189,0.01557549,0.01178108,0.00844881,0.008461354,0.01115596,0.001846074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01437772,"about_ca_system_score_gemma":0.04634527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0125928,"about_ca_topic_score_gemma":0.01430545,"domain_scores_codex":[0.9591148,0.01487408,0.007877684,0.002658314,0.01390544,0.001569599],"domain_scores_gemma":[0.9636965,0.02023025,0.00632334,0.00145597,0.007145844,0.00114805],"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":[0.00006651918,0.0002552527,0.0007182338,0.07665145,0.0004282374,0.00006030934,0.001378906,0.0005372519,0.0001553558,0.1206602,0.08083831,0.71825],"study_design_scores_gemma":[0.0001832764,0.0002270557,0.003203253,0.2038369,0.0005800404,0.0002680737,0.001011131,0.0002410842,0.0002688591,0.0552287,0.7348812,0.00007052469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001872867,0.9644781,0.002959709,0.02268473,0.003354805,0.0002723074,0.00009402347,0.00006313834,0.005905988],"genre_scores_gemma":[0.008784106,0.9444143,0.01484973,0.02504559,0.003011869,0.0009523561,0.0001605807,0.00003610405,0.00274538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04433912,"threshold_uncertainty_score":0.2344905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3114637583106354,"score_gpt":0.5839099798442643,"score_spread":0.2724462215336289,"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."}}