{"id":"W12268807","doi":"10.1017/s1481803500011659","title":"The impact on patient flow after the integration of nurse practitioners and physician assistants in 6 Ontario emergency departments","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Confidence interval; Emergency department; Nurse practitioners; Physician assistants; Economic shortage; Emergency medicine; Continuity of care; Health care; Retrospective cohort study; Internal medicine; Family medicine; Nursing","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":[0.002431512,0.0002191633,0.0002976237,0.0007739589,0.005925149,0.002708521,0.001436582,0.001425135,0.005447407],"category_scores_gemma":[0.01773814,0.0004174506,0.0005864266,0.0007806129,0.001568013,0.001273443,0.003079166,0.001731686,0.0004142125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02919395,"about_ca_system_score_gemma":0.04634106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7420379,"about_ca_topic_score_gemma":0.8801602,"domain_scores_codex":[0.9941877,0.001141646,0.0002844227,0.0002847212,0.001262418,0.00283901],"domain_scores_gemma":[0.9837315,0.001755351,0.002155383,0.0002093412,0.003566191,0.008582258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002776151,0.001657108,0.8907451,0.0001093524,0.00009409766,0.000932835,0.0494376,0.000383272,0.0008233335,0.0004438375,0.004522651,0.04807465],"study_design_scores_gemma":[0.0000660167,0.0005337415,0.9490798,0.000066057,0.00002948456,0.00008493243,0.04659869,0.0002392359,0.000121883,0.00006922939,0.00308303,0.00002787791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960813,0.00010485,0.00003151122,0.001509035,0.00004776552,0.00004444854,0.0001029698,0.00000461514,0.002073464],"genre_scores_gemma":[0.9974912,0.0001117892,0.000098972,0.0003593666,0.00002987378,0.00002536128,0.00009173452,0.000003590695,0.001788065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7420379,"threshold_uncertainty_score":0.5189626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06960252545635998,"score_gpt":0.4305507600184605,"score_spread":0.3609482345621006,"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."}}