{"id":"W2015575344","doi":"10.1186/1471-227x-13-17","title":"Implementing wait-time reductions under Ontario government benchmarks (Pay-for-Results): a Cluster Randomized Trial of the Effect of a Physician-Nurse Supplementary Triage Assistance team (MDRNSTAT) on emergency department patient wait times","year":2013,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Hospital; Western University; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Triage; Emergency department; Emergency medicine; Randomized controlled trial; Cluster randomised controlled trial; Intervention (counseling); Cluster (spacecraft); Medical emergency; Patient satisfaction; Nursing; Surgery","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":[0.003126799,0.001706561,0.002336532,0.0004637186,0.001053756,0.001167806,0.001429741,0.002006383,0.005215992],"category_scores_gemma":[0.006528583,0.0008502573,0.002591274,0.0005999909,0.002004572,0.0007944279,0.000945661,0.002367806,0.0003486684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007228684,"about_ca_system_score_gemma":0.01003966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09310613,"about_ca_topic_score_gemma":0.104042,"domain_scores_codex":[0.9962372,0.002097429,0.0001987649,0.0005015052,0.0003262441,0.0006388391],"domain_scores_gemma":[0.9962645,0.0007963015,0.001093857,0.0002391952,0.0002508686,0.001355306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9647897,0.01686718,0.001261812,0.0005413055,0.001028132,0.00001913701,0.0001042865,0.0005546513,0.0004352844,0.0001157602,0.0006404271,0.0136424],"study_design_scores_gemma":[0.8995348,0.0887227,0.009038795,0.00009077196,0.0008658552,0.00001066639,0.00007063693,0.0009555859,0.0001763755,0.0001787799,0.000333822,0.00002114866],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923109,0.0011321,0.0003064813,0.0007378437,0.0003151498,0.003501727,0.000365018,0.00006368595,0.001267097],"genre_scores_gemma":[0.9939718,0.0004070997,0.001182888,0.00041348,0.0001809436,0.002828698,0.0002157263,0.000006263745,0.0007930428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9068938,"threshold_uncertainty_score":0.1851284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185768340963778,"score_gpt":0.2868762896191625,"score_spread":0.2750186062095247,"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."}}