{"id":"W4391147100","doi":"10.1016/j.ecns.2023.101507","title":"The Impact of Prebriefing on Simulation Learning Outcomes – A Systematic Review Protocol","year":2024,"lang":"en","type":"review","venue":"Clinical Simulation in Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Red Deer Polytechnic; Mount Royal University","funders":"","keywords":"Protocol (science); Systematic review; Computer science; Psychology; Medicine; MEDLINE; Alternative medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.06012943,0.0037795,0.01712596,0.01109339,0.002994376,0.00569987,0.003091392,0.005143072,0.03334774],"category_scores_gemma":[0.1178565,0.004441429,0.02041548,0.008073061,0.004346984,0.004651391,0.004761918,0.00498851,0.002675861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384538,"about_ca_system_score_gemma":0.04210879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007691184,"about_ca_topic_score_gemma":0.02445628,"domain_scores_codex":[0.949517,0.01731569,0.02023611,0.004133296,0.006921499,0.001876442],"domain_scores_gemma":[0.9536309,0.02077316,0.01349571,0.003108572,0.007535887,0.001455852],"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":[0.009271789,0.0002720164,0.002303147,0.9306042,0.021174,0.0002289374,0.001326106,0.0003975029,0.0006891142,0.001541028,0.00394909,0.02824308],"study_design_scores_gemma":[0.05804453,0.003978863,0.01564197,0.7016544,0.1649598,0.0003637228,0.001834818,0.0009445082,0.001933236,0.003312319,0.04686923,0.0004625896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007075324,0.05740516,0.003035789,0.0008274377,0.00108132,0.9218846,0.006775506,0.000231156,0.001683612],"genre_scores_gemma":[0.02516698,0.0185062,0.007038094,0.0009212691,0.0001233566,0.9460257,0.001156507,0.00004375635,0.001018154],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06012943,"threshold_uncertainty_score":0.3179986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2117017358719057,"score_gpt":0.6623220515377611,"score_spread":0.4506203156658554,"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."}}