{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003929147,0.0006034736,0.004102317,0.00045021,0.0002041669,0.00007856514,0.0002358203,0.0005884043,0.00004955693],"category_scores_gemma":[0.01137483,0.0003431592,0.001943304,0.001270707,0.0001572638,0.00009947512,0.00003089118,0.001780872,0.000100421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552643,"about_ca_system_score_gemma":0.001310527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666554,"about_ca_topic_score_gemma":4.746374e-7,"domain_scores_codex":[0.9900263,0.002230875,0.005884462,0.0007038038,0.0007446287,0.0004099466],"domain_scores_gemma":[0.9677548,0.02779571,0.002624176,0.001017844,0.0005998428,0.0002076604],"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":[0.00006261722,0.0002442997,0.002716514,0.7394351,0.0002038212,0.000002517486,0.0001425225,0.1462969,2.278622e-9,0.0000533105,0.00004984699,0.1107925],"study_design_scores_gemma":[0.0005409074,0.0004216895,0.0009774711,0.8807547,0.002408138,0.000004232289,0.00003181074,0.111038,1.169773e-8,0.0001598455,0.003402096,0.0002610712],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002546039,0.8185903,0.0001457463,0.0002593813,0.0005733036,0.1800375,0.000007946995,0.0001371484,0.0002231646],"genre_scores_gemma":[0.04711571,0.8754122,0.000110909,0.0002707176,0.0008465676,0.07502284,0.000282119,0.000361584,0.0005773794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1413196,"threshold_uncertainty_score":0.9999021,"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."}}