{"id":"W2238571688","doi":"10.1017/s1481803500011350","title":"Physician workload and the Canadian Emergency Department Triage and Acuity Scale: the Predictors of Workload in the Emergency Room (POWER) Study","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Workload; Triage; Medicine; Emergency department; Medical emergency; Emergency medicine; Scale (ratio); Nursing; Management","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":[0.00131152,0.0006441615,0.0004746133,0.001236579,0.001382177,0.001316316,0.001818817,0.00111819,0.002001686],"category_scores_gemma":[0.010497,0.0006235143,0.0009221191,0.002123284,0.000579131,0.0008453469,0.001223634,0.00163235,0.0002408777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005474547,"about_ca_system_score_gemma":0.008895491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7906083,"about_ca_topic_score_gemma":0.7575699,"domain_scores_codex":[0.9987106,0.000192333,0.00008687992,0.0001256729,0.0005800936,0.0003044255],"domain_scores_gemma":[0.9950819,0.0006630165,0.001143826,0.00020211,0.001437475,0.00147158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271709,0.00008537396,0.9975768,0.000009424741,0.00007530354,0.00003317404,0.0001563856,0.00007479716,0.00004542292,0.00004609038,0.0008559184,0.0009141305],"study_design_scores_gemma":[0.00000799442,0.00001353687,0.9995435,0.000003318489,0.0000129121,0.00001296224,0.0001443713,0.0001343717,0.000007398659,0.000009255878,0.0001061325,0.000004127339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966754,0.0001738617,0.00004634497,0.0003925728,0.00003001871,0.00004031374,0.001113957,0.000004922443,0.001522632],"genre_scores_gemma":[0.9983057,0.0001667355,0.00007053007,0.0001009617,0.00004400391,0.00002560945,0.0009777957,0.00000588062,0.0003027486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7906083,"threshold_uncertainty_score":0.4212497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512100687656423,"score_gpt":0.3183270727345003,"score_spread":0.2832060658579361,"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."}}