{"id":"W4386836517","doi":"10.1016/j.ijnurstu.2023.104608","title":"Models of care with advanced practice nurses in the emergency department: A scoping review","year":2023,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McGill University; McMaster University","funders":"McMaster University","keywords":"Emergency department; Overcrowding; Triage; Medicine; Health care; Emergency nursing; MEDLINE; Medical emergency; Scope of practice; Nursing; Ambulatory care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01246422,0.001302395,0.003801291,0.007918675,0.001108533,0.006961435,0.002716184,0.00296449,0.002842411],"category_scores_gemma":[0.03659418,0.001021842,0.00379718,0.00964052,0.001954991,0.006013703,0.002767868,0.002372533,0.0002892358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007587919,"about_ca_system_score_gemma":0.01618234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01612441,"about_ca_topic_score_gemma":0.04142555,"domain_scores_codex":[0.9926174,0.003048025,0.001792443,0.000705749,0.001564587,0.0002718403],"domain_scores_gemma":[0.9717813,0.02318009,0.002831568,0.0003043973,0.001607097,0.0002955302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001959183,0.0001657786,0.003210504,0.6728216,0.003710195,0.0001735573,0.001975404,0.0004577499,0.0001261371,0.003642195,0.003776995,0.309744],"study_design_scores_gemma":[0.00007124912,0.000119323,0.004821516,0.9368774,0.007562339,0.0004277855,0.003105249,0.0001529587,0.00009474924,0.001448247,0.0452596,0.00005948291],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005660728,0.9987355,0.00008411133,0.0001979683,0.00006733835,0.00004803505,0.00002615312,0.000001515823,0.0002733594],"genre_scores_gemma":[0.00528943,0.9939673,0.000352823,0.0002165534,0.0000278005,0.00007226418,0.00002842445,0.000001491214,0.00004389134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01612441,"threshold_uncertainty_score":0.06591791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3026906829015182,"score_gpt":0.6358631780784941,"score_spread":0.3331724951769759,"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."}}