{"id":"W2075303271","doi":"10.12927/hcq.2014.23880","title":"\"The Largest Lean Transformation in the World\": The Implementation and Evaluation of Lean in Saskatchewan Healthcare","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations University of Canada; University of Saskatchewan","funders":"","keywords":"Health care; Lean manufacturing; Business; Scope (computer science); Process management; Quality management; Scale (ratio); Operations management; Knowledge management; Marketing; Computer science; Engineering; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04468969,0.0009120069,0.0004529147,0.001561854,0.004246877,0.005592271,0.001536338,0.0009328382,0.001758394],"category_scores_gemma":[0.03144826,0.0005785449,0.0007007038,0.003206148,0.003012333,0.002262232,0.00557531,0.001914902,0.0003069279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0533055,"about_ca_system_score_gemma":0.1164694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4667962,"about_ca_topic_score_gemma":0.7033627,"domain_scores_codex":[0.9546362,0.03537807,0.001667267,0.0007782248,0.005205281,0.00233492],"domain_scores_gemma":[0.9685868,0.01262834,0.001334498,0.001730319,0.01322469,0.002495223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003493757,0.008164934,0.1360446,0.003019329,0.0009175282,0.001358737,0.03768527,0.02947993,0.01060717,0.0449567,0.02549571,0.6987764],"study_design_scores_gemma":[0.004100078,0.0225476,0.4967227,0.009631754,0.001680433,0.000553565,0.2160529,0.04465659,0.04236105,0.0327018,0.127702,0.001289699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015038,0.002167967,0.01760784,0.01789017,0.0002830625,0.007442043,0.001245524,0.0002539397,0.05160566],"genre_scores_gemma":[0.9343667,0.001854735,0.04862447,0.003727954,0.00002174871,0.004334734,0.0007388682,0.00005453725,0.0062762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5332038,"threshold_uncertainty_score":0.9281583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08876535296566918,"score_gpt":0.4796354613714127,"score_spread":0.3908701084057435,"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."}}