{"id":"W4401996597","doi":"10.1177/08404704241271164","title":"Getting better at getting better: Advancing quality and safety in healthcare","year":2024,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; University of Victoria","funders":"Healthcare Excellence Canada","keywords":"Health care; Quality (philosophy); Business; Patient safety; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.08597265,0.001211909,0.0009811143,0.004100745,0.01288006,0.02908895,0.003159525,0.02040683,0.01782524],"category_scores_gemma":[0.1000814,0.0006302311,0.001409748,0.003304065,0.03366002,0.03426208,0.02096489,0.02329729,0.00381616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118444,"about_ca_system_score_gemma":0.07999972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007881485,"about_ca_topic_score_gemma":0.01043165,"domain_scores_codex":[0.9233837,0.04835632,0.002562638,0.001986675,0.01709625,0.006614428],"domain_scores_gemma":[0.8857834,0.06544584,0.006584855,0.005608527,0.01641275,0.02016469],"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":[0.00007278445,0.0003025259,0.00161673,0.001664316,0.00006623599,0.0001802345,0.01581565,0.0004515617,0.0005730737,0.1999338,0.4988188,0.2805042],"study_design_scores_gemma":[0.00006251851,0.0001900095,0.002271995,0.005348843,0.00004118537,0.0001728684,0.01715477,0.0004099837,0.0005272573,0.2340342,0.7396766,0.0001096176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009618431,0.01248144,0.003460359,0.9613999,0.007604235,0.00004475894,0.0000242738,0.0001048064,0.01391848],"genre_scores_gemma":[0.1991034,0.07555094,0.0388914,0.6061679,0.04986059,0.0005777408,0.0002285028,0.0004397422,0.0291799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08597265,"threshold_uncertainty_score":0.4546723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06761592396688706,"score_gpt":0.4459558020505968,"score_spread":0.3783398780837097,"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."}}