{"id":"W2770103319","doi":"10.1016/j.nepr.2017.11.017","title":"The impact of simulation based education on nursing confidence, knowledge and patient outcomes on general medicine units","year":2017,"lang":"en","type":"article","venue":"Nurse Education in Practice","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health","funders":"Faculty of Medicine, University of British Columbia","keywords":"Audit; Nursing; Outreach; Medicine; Session (web analytics); Confidence interval; Nurse education; Emergency medicine; Computer science; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006098814,0.00021349,0.0002717929,0.0003896783,0.0005415066,0.00006457583,0.0001451333,0.0001249545,0.00006756391],"category_scores_gemma":[0.01086569,0.0001534089,0.00004645708,0.0003021611,0.0002760162,0.000377475,0.00000631757,0.0003434567,0.00001788108],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008237427,"about_ca_system_score_gemma":0.006330173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163206,"about_ca_topic_score_gemma":0.00001669324,"domain_scores_codex":[0.9980954,0.0003556037,0.0006065767,0.0003297263,0.0003994968,0.0002131762],"domain_scores_gemma":[0.990353,0.005476344,0.0009566594,0.0009772471,0.002040359,0.0001963566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001629654,0.00418637,0.6801103,0.00009379275,0.00006529234,7.054109e-7,0.01471213,0.01759067,0.00007134907,0.01960377,0.01102408,0.2509119],"study_design_scores_gemma":[0.001146105,0.0009083407,0.9667621,0.001428299,0.00009508763,0.000005873987,0.01377114,0.01227665,0.000119695,0.0005982075,0.002740569,0.0001479028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321969,0.0005220743,0.00003964408,0.0401613,0.003462637,0.001194459,0.000004998465,0.00002401982,0.02239404],"genre_scores_gemma":[0.9973524,0.00003661987,0.0002874145,0.001113676,0.0003756026,0.0001034971,0.00006067204,0.00002791742,0.0006421655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2866518,"threshold_uncertainty_score":0.999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06135020878595313,"score_gpt":0.511904804482368,"score_spread":0.4505545956964148,"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."}}