{"id":"W1888128614","doi":"10.2139/ssrn.1441006","title":"Applying Lean Techniques in Hospital","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centennial College","funders":"","keywords":"Business; Environmental science","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":[0.005620196,0.000358405,0.0001970626,0.001973372,0.001312619,0.002691793,0.0007932471,0.0006914615,0.003944048],"category_scores_gemma":[0.008082865,0.0002326382,0.0003083328,0.002704364,0.001049366,0.001320912,0.002172079,0.001115379,0.0004602925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002162074,"about_ca_system_score_gemma":0.004531253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549005,"about_ca_topic_score_gemma":0.006234386,"domain_scores_codex":[0.9961782,0.002027728,0.0001729059,0.0001707902,0.001094505,0.0003558646],"domain_scores_gemma":[0.9953303,0.002553593,0.0004273548,0.0004168679,0.0009104447,0.0003614567],"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":[0.0003602559,0.001321421,0.02405273,0.0004848378,0.0001043499,0.0009831791,0.008069838,0.01990714,0.005193412,0.04873057,0.004181423,0.8866108],"study_design_scores_gemma":[0.0007340076,0.007322906,0.09793399,0.002438795,0.0005682607,0.003812427,0.09328335,0.2108103,0.05008443,0.3236559,0.2090109,0.0003448041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6498151,0.001544406,0.221269,0.006497744,0.0004413441,0.0005805419,0.0001237474,0.0007690167,0.118959],"genre_scores_gemma":[0.9147339,0.0008468732,0.07835009,0.0003520928,0.00005061767,0.00006708649,0.0000600675,0.0000528275,0.005486367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005620196,"threshold_uncertainty_score":0.02972281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007742739008268447,"score_gpt":0.2297975352629754,"score_spread":0.2220547962547069,"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."}}