{"id":"W2301394740","doi":"10.1108/ijhcqa-05-2014-0058","title":"Lean and Six Sigma in acute care: a systematic review of reviews","year":2016,"lang":"en","type":"review","venue":"International Journal of Health Care Quality Assurance","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Six Sigma; Systematic review; Lean Six Sigma; Psychological intervention; Quality management; Health care; Quality (philosophy); MEDLINE; Critical appraisal; Medicine; Acute care; Process management; Lean manufacturing; Nursing; Operations management; Business; Alternative medicine; Engineering; Political science; Management system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007795822,0.0004166332,0.004808411,0.0006415289,0.00005735576,0.0001025764,0.00108567,0.000123854,0.00005044605],"category_scores_gemma":[0.00177213,0.0002843646,0.0008073834,0.0003702664,0.0000717824,0.0006850371,0.0002179835,0.0004220157,0.00003881466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005180869,"about_ca_system_score_gemma":0.0003839819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002229617,"about_ca_topic_score_gemma":0.000170101,"domain_scores_codex":[0.9915466,0.0007892296,0.005870666,0.0003371894,0.001168332,0.0002880048],"domain_scores_gemma":[0.98861,0.0005087834,0.009252351,0.0004079486,0.001185974,0.00003499015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001150885,0.00002907145,0.00002268536,0.813125,0.000232049,0.00002400979,0.0001757217,1.870529e-7,1.66868e-8,0.002341133,0.001655326,0.1823834],"study_design_scores_gemma":[0.0002192487,0.00001367394,0.00001333498,0.5090141,0.0002778842,0.00001490528,0.0001297316,1.862485e-7,1.663578e-8,0.00007137005,0.4901002,0.0001452896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004091073,0.9932647,0.0002236406,0.003039269,0.001115588,0.001900014,0.0000737458,0.000009810115,0.0003690988],"genre_scores_gemma":[0.0001840322,0.9949052,0.0001198493,0.00405454,0.0005270375,0.00006818519,0.0000636809,0.00003048259,0.0000470445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4884449,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05383186935116298,"score_gpt":0.4067870749278203,"score_spread":0.3529552055766573,"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."}}