{"id":"W3112270730","doi":"10.7759/cureus.11977","title":"Speaking Up Against Hierarchy: A Simulation Geared Towards Nursing Students","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Durham College; York University; Nipissing University","funders":"York University","keywords":"Debriefing; Medicine; Randomized controlled trial; Nursing; Confidence interval; Wilcoxon signed-rank test; Simulation training; Problem-based learning; Intervention (counseling); Mann–Whitney U test; Medical education; Simulation; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001280911,0.0001478135,0.000224491,0.00006979627,0.0001315605,0.0000452829,0.0001336336,0.0001030439,0.0002855023],"category_scores_gemma":[0.0003836213,0.0001531539,0.0000722037,0.000338102,0.00004064032,0.0001386449,0.00002597064,0.0002296506,0.00009923276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004930705,"about_ca_system_score_gemma":0.0003739411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006857333,"about_ca_topic_score_gemma":0.000002373707,"domain_scores_codex":[0.9984368,0.00006604304,0.0003538118,0.0003247223,0.0005580126,0.0002605879],"domain_scores_gemma":[0.9987998,0.0001297245,0.000111018,0.0002824589,0.0003379896,0.0003390136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006038134,0.0005530695,0.7328917,0.0005053928,0.0001654523,0.00004826466,0.09192565,0.0505809,0.001429613,0.0002029273,0.003179618,0.1179136],"study_design_scores_gemma":[0.004488387,0.0004306619,0.7514851,0.00111,0.0001889394,0.000008732351,0.01046417,0.222676,0.001063192,0.0002657062,0.007273793,0.0005452979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985724,0.0004903261,0.002133489,0.00784901,0.001061781,0.0006951843,0.000008075725,0.0002317341,0.001806438],"genre_scores_gemma":[0.9938616,0.00001208434,0.0008735674,0.003826303,0.0011547,0.00001545604,0.0001253004,0.00004075686,0.00009024195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1720951,"threshold_uncertainty_score":0.6245436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114459738157904,"score_gpt":0.4431019311977103,"score_spread":0.3286421930398064,"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."}}