{"id":"W2334242164","doi":"10.1097/qmh.0b013e3182033791","title":"A Healthcare Lean Six Sigma System for Postanesthesia Care Unit Workflow Improvement","year":2011,"lang":"en","type":"article","venue":"Quality Management in Health Care","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Lean Six Sigma; Six Sigma; Workflow; Health care; Human performance technology; Process management; Design for Six Sigma; Unit (ring theory); Quality management; Lean project management; Healthcare service; Lean manufacturing; Computer science; Business; Operations management; Service (business); Engineering; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005731227,0.0007325449,0.0003859372,0.002254409,0.001158168,0.003240286,0.001301799,0.001532282,0.002594383],"category_scores_gemma":[0.003883093,0.0002959018,0.0009857166,0.002014586,0.001020192,0.002209016,0.001900526,0.001014467,0.0008481491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003160701,"about_ca_system_score_gemma":0.00925574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497851,"about_ca_topic_score_gemma":0.003331086,"domain_scores_codex":[0.9953181,0.001843608,0.0005661864,0.0003804218,0.001642152,0.0002494409],"domain_scores_gemma":[0.9962413,0.0007800496,0.0005600232,0.0003179021,0.001785791,0.0003148031],"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":[0.0004736274,0.0009171867,0.01576782,0.001638185,0.0003019962,0.001102591,0.003948772,0.1767921,0.01464861,0.1884025,0.02006351,0.5759431],"study_design_scores_gemma":[0.0004981207,0.001785797,0.008353476,0.001805883,0.0003366005,0.001086946,0.002624265,0.6946642,0.01971558,0.1055003,0.163358,0.0002709375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03628634,0.0005664487,0.9415144,0.00454704,0.0002329223,0.001020937,0.0003216969,0.002561103,0.01294914],"genre_scores_gemma":[0.2768706,0.0006707302,0.7171921,0.0004946699,0.00007389862,0.0007747442,0.0007457531,0.00006833502,0.003109265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005731227,"threshold_uncertainty_score":0.03030998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0786920785288628,"score_gpt":0.3203142410139408,"score_spread":0.2416221624850781,"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."}}