{"id":"W2012442294","doi":"10.12927/hcq..17167","title":"ICES Report: Benchmarking Patient Delays in Ontario's Emergency Departments: What Are We Waiting For?","year":2005,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Benchmarking; Best practice; Medical emergency; Medicine; Patient care; Business; Operations management; Nursing; Emergency medicine; Management; Marketing; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009363309,0.0002267029,0.0004207598,0.0001595681,0.0001483459,0.0000513917,0.00007527126,0.0001396762,0.0003879296],"category_scores_gemma":[0.0002965773,0.0002280895,0.0001480844,0.0001788059,0.00001526968,0.0009766276,0.00001704499,0.000418669,0.00001886702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006935502,"about_ca_system_score_gemma":0.000477762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03101553,"about_ca_topic_score_gemma":0.7286932,"domain_scores_codex":[0.9959342,0.0001318939,0.002368158,0.0005674021,0.0004439143,0.000554445],"domain_scores_gemma":[0.997606,0.0003490822,0.001001322,0.0004140726,0.0003732381,0.0002562745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002625212,0.0002766269,0.3456411,0.0002361516,0.00003989888,0.0002107143,0.006686094,0.00001717222,0.00002712356,0.00006536146,0.00217991,0.6443573],"study_design_scores_gemma":[0.00772148,0.01028226,0.4937795,0.002594984,0.0003601337,0.001090325,0.1066424,0.007822584,0.00008775233,0.001877217,0.3665719,0.001169539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313788,0.001153097,0.000612259,0.06391076,0.001213389,0.001551182,0.00001189011,0.00006347754,0.0001051211],"genre_scores_gemma":[0.9884603,0.0002830589,0.007059725,0.002748061,0.0006856166,0.000249834,0.0003899006,0.00003718125,0.00008631868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6976777,"threshold_uncertainty_score":0.975437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1817566408102717,"score_gpt":0.4548462821008687,"score_spread":0.273089641290597,"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."}}