{"id":"W2055185537","doi":"10.1016/s0840-4704(10)60794-6","title":"Initiating Regional Quality Management","year":2000,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; Canadian Association of Emergency Physicians","keywords":"Timeline; Quality (philosophy); Business; Quality management; Plan (archaeology); Process management; Task (project management); Operations management; Health care; Environmental resource management; Environmental planning; Marketing; Geography; Economic growth; Management; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003495741,0.0004944298,0.0006412156,0.0003782763,0.002572151,0.00003876237,0.0006638441,0.0003055704,0.005685062],"category_scores_gemma":[0.00002409543,0.0005068407,0.0002243563,0.0008060916,0.00009586891,0.0003218229,0.0004927372,0.0009989478,0.005166993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007210227,"about_ca_system_score_gemma":0.0001060638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462812,"about_ca_topic_score_gemma":0.001981728,"domain_scores_codex":[0.9912242,0.002067244,0.002087293,0.001097773,0.001196035,0.002327494],"domain_scores_gemma":[0.9971493,0.0002947334,0.0004417435,0.001366009,0.0001659891,0.0005822574],"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":[0.0001885672,0.0001551173,0.006080165,0.005381173,0.0001720951,0.00009009746,0.001534447,0.00001231321,3.778053e-7,0.4752348,0.08036338,0.4307875],"study_design_scores_gemma":[0.001695176,0.0001122385,0.0466081,0.0007511093,0.00004668784,0.000001990846,0.03433452,0.00004891325,7.114457e-7,0.01359935,0.9022755,0.0005256979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0355619,0.0006649271,0.001456615,0.164856,0.001639287,0.00710247,0.00007590077,0.001412336,0.7872306],"genre_scores_gemma":[0.6696412,0.006029615,0.008738277,0.1829322,0.0008104597,0.002896063,0.000461901,0.0001806715,0.1283096],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8219121,"threshold_uncertainty_score":0.9997383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1865733755072781,"score_gpt":0.5042896595744418,"score_spread":0.3177162840671637,"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."}}