{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02594169,0.0009235087,0.0009643293,0.003008179,0.002386015,0.004480957,0.002560929,0.002900859,0.002274188],"category_scores_gemma":[0.0856925,0.000597609,0.0007208975,0.006487012,0.001005992,0.002213518,0.002088319,0.002259452,0.0006860378],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04322379,"about_ca_system_score_gemma":0.1333294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9105656,"about_ca_topic_score_gemma":0.9354685,"domain_scores_codex":[0.9760364,0.002841647,0.004433774,0.0008353494,0.01379528,0.002057649],"domain_scores_gemma":[0.8288082,0.01982535,0.01988804,0.003519901,0.111132,0.01682637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003985249,0.00068452,0.4212384,0.001278696,0.0003193363,0.0001800009,0.004877709,0.002499113,0.0007576827,0.001151527,0.4983617,0.06825279],"study_design_scores_gemma":[0.0003920588,0.0006480963,0.8635107,0.001042767,0.0003206188,0.00008487046,0.00835624,0.003228413,0.001013352,0.0003022318,0.1209271,0.0001735858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4730742,0.006756692,0.01202739,0.2913961,0.006471895,0.005337715,0.1484562,0.002411174,0.05406861],"genre_scores_gemma":[0.8312244,0.003937349,0.03394218,0.0252724,0.001899838,0.003432272,0.07888592,0.0005873185,0.02081833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9567762,"threshold_uncertainty_score":0.313612,"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."}}