{"id":"W4312054359","doi":"10.1016/j.nedt.2022.105679","title":"The effectiveness of high-fidelity simulation on undergraduate nursing students' clinical reasoning-related skills: A systematic review","year":2022,"lang":"en","type":"review","venue":"Nurse Education Today","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"University of Melbourne","keywords":"CINAHL; Inclusion (mineral); MEDLINE; Medical education; Fidelity; Critical thinking; Psychology; Systematic review; Medicine; Nursing; Computer science; Psychological intervention; Mathematics education; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007674294,0.001336172,0.009012052,0.003529783,0.0005901257,0.002469928,0.001811625,0.00230114,0.003945639],"category_scores_gemma":[0.03986058,0.001187275,0.009527335,0.003661636,0.0009435378,0.001729197,0.001499763,0.001729685,0.0002552336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002976521,"about_ca_system_score_gemma":0.006894553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199396,"about_ca_topic_score_gemma":0.03106175,"domain_scores_codex":[0.9948987,0.001636216,0.001879819,0.0005077627,0.0009475466,0.000129989],"domain_scores_gemma":[0.9733971,0.02112421,0.003286995,0.0004249527,0.001446581,0.0003201465],"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":[0.001468437,0.0001031126,0.001597503,0.9010962,0.05306712,0.00006989703,0.0002954155,0.0002129257,0.0002409159,0.0001191558,0.0007612872,0.04096802],"study_design_scores_gemma":[0.002575913,0.001319589,0.0115977,0.5161415,0.4575892,0.0002577325,0.0004475937,0.0003346729,0.0004260872,0.0002841963,0.008933702,0.00009218808],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005912114,0.9925433,0.0002609074,0.0001196182,0.000142405,0.0005008904,0.0002701622,0.00001694718,0.000233644],"genre_scores_gemma":[0.07206077,0.9250322,0.001228883,0.0005212168,0.0000987411,0.0006021449,0.0002425485,0.0000130473,0.0002003589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01199396,"threshold_uncertainty_score":0.04058599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978362289208466,"score_gpt":0.5003280617238385,"score_spread":0.4505444388317538,"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."}}