{"id":"W4409154974","doi":"10.1016/j.ecns.2025.101717","title":"Examining the Impact of the Healthcare Simulation Standards of Best Practice Prebriefing: Preparation and Briefing Standard on Simulation Effectiveness: A systematic review","year":2025,"lang":"en","type":"review","venue":"Clinical Simulation in Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University; Red Deer Polytechnic","funders":"","keywords":"Health care; Standard of care; Systematic review; Best practice; Medicine; MEDLINE; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01802449,0.001503346,0.008967065,0.006068427,0.0007001828,0.003565727,0.00218504,0.002605529,0.003724928],"category_scores_gemma":[0.1032172,0.001347128,0.01020925,0.006163369,0.001162286,0.002695725,0.002053422,0.002255884,0.0002849784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005660711,"about_ca_system_score_gemma":0.01661262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424477,"about_ca_topic_score_gemma":0.03157704,"domain_scores_codex":[0.9847059,0.005217236,0.006022779,0.001042493,0.002740071,0.0002716315],"domain_scores_gemma":[0.9255247,0.05786047,0.01041775,0.001012841,0.004541019,0.0006431466],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008162455,0.00007535062,0.001469084,0.9065388,0.03030928,0.00004531282,0.0002961913,0.0002309386,0.0001407084,0.0003020127,0.0009915488,0.05878446],"study_design_scores_gemma":[0.001343918,0.0005805264,0.006873111,0.7459071,0.2320696,0.000202504,0.0004625344,0.0002430929,0.000386242,0.0004219095,0.01142477,0.00008461814],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002796608,0.9952822,0.000309963,0.0002490967,0.0001932034,0.0006011633,0.0002634302,0.000012321,0.0002920224],"genre_scores_gemma":[0.03957016,0.9569764,0.001622041,0.0006109186,0.0001059939,0.0007154892,0.0002748371,0.00001191479,0.000112213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9819755,"threshold_uncertainty_score":0.09532374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472555665541512,"score_gpt":0.5974362937181992,"score_spread":0.450180727164048,"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."}}