{"id":"W2005690672","doi":"10.1016/j.hcmf.2013.12.002","title":"Creating and Sustaining Value: Building a Culture of Continuous Improvement","year":2014,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Work & Health; Toronto East General Hospital","funders":"","keywords":"Pulmonary disease; Organizational culture; Business; Emergency department; Value (mathematics); Operations management; Medicine; Medical emergency; Nursing; Process management; Public relations; Computer science; Political science; Engineering; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001510659,0.0002464215,0.0005750192,0.0002039425,0.001096081,0.00001526974,0.0002068312,0.0001846649,0.00005203451],"category_scores_gemma":[0.0001229985,0.0002175872,0.00007864556,0.0002353427,0.00005205362,0.0001292238,0.0005526814,0.0005070447,0.00001125677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003939169,"about_ca_system_score_gemma":0.0001824548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001610848,"about_ca_topic_score_gemma":0.0002101176,"domain_scores_codex":[0.9967661,0.0003588604,0.0009611345,0.0004450674,0.0003703265,0.001098544],"domain_scores_gemma":[0.9983003,0.0002912504,0.0005253606,0.0004362758,0.0001983366,0.0002484617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001166164,0.00005094647,0.132096,0.0115771,0.0001067463,0.00001163589,0.00684593,0.000005367414,0.0001392154,0.5502471,0.02533337,0.2734699],"study_design_scores_gemma":[0.004946887,0.001727007,0.05061886,0.001820046,0.0001690206,0.000004199799,0.103638,0.0008162932,0.00009818766,0.02086334,0.8145283,0.0007698309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2701289,0.005965398,0.02252046,0.1527395,0.003967191,0.01233928,0.00009967399,0.001151484,0.5310881],"genre_scores_gemma":[0.9507185,0.0006267853,0.008540409,0.03481618,0.0002268628,0.0002316164,0.00002604292,0.00004847098,0.004765199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7891949,"threshold_uncertainty_score":0.8872949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179105635586666,"score_gpt":0.3768661975993284,"score_spread":0.3589556340406618,"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."}}