{"id":"W2062935400","doi":"10.1377/hlthaff.2013.0730","title":"Quality Measurement In The Emergency Department: Past And Future","year":2013,"lang":"en","type":"article","venue":"Health Affairs","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Emergency department; Incentive; Payment; Quality (philosophy); Health care; Medical emergency; Quality management; Business; Medicine; Performance measurement; Operations management; Nursing; Marketing; Economics; Finance; Economic growth","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":[0.1196898,0.001273772,0.002316959,0.006549377,0.003443551,0.01306028,0.003672523,0.00998986,0.003080128],"category_scores_gemma":[0.1083421,0.000989798,0.001586149,0.01238781,0.01530221,0.02737866,0.006310061,0.01403872,0.000590369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02234805,"about_ca_system_score_gemma":0.02495913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01925785,"about_ca_topic_score_gemma":0.01534585,"domain_scores_codex":[0.9598871,0.02228732,0.004869613,0.002808809,0.008227766,0.001919368],"domain_scores_gemma":[0.8274518,0.101366,0.01525708,0.006329,0.03808999,0.01150608],"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":[0.0002692399,0.000378512,0.02096187,0.008171853,0.0001956436,0.0001216945,0.001737133,0.001259112,0.0002189442,0.09771086,0.07759666,0.7913784],"study_design_scores_gemma":[0.000213439,0.001031353,0.05652143,0.05877735,0.0004562945,0.0009367029,0.01143403,0.0066349,0.0009354923,0.2207906,0.6418139,0.0004544191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001520002,0.6145233,0.003246996,0.3742851,0.003541631,0.00003032031,0.00008334408,0.00006222041,0.002707118],"genre_scores_gemma":[0.09843769,0.7960748,0.02397129,0.064687,0.01538843,0.0002190052,0.0002135993,0.00008545229,0.0009227488],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1196898,"threshold_uncertainty_score":0.6329876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454847659126829,"score_gpt":0.3356492933531784,"score_spread":0.2911008167619101,"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."}}