{"id":"W2964533429","doi":"10.1136/bmjstel-2019-000485","title":"‘Live Die Repeat’ simulation for medical students","year":2019,"lang":"en","type":"article","venue":"BMJ Simulation & Technology Enhanced Learning","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Debriefing; Coaching; Context (archaeology); Computer science; Curriculum; Medical education; Blueprint; Reflective practice; Psychology; Simulation; Medicine; Pedagogy; Engineering","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":[0.002682233,0.0007541502,0.000384613,0.0003723396,0.0006744241,0.001161522,0.002084168,0.00130905,0.05488284],"category_scores_gemma":[0.01292018,0.0003355428,0.001025908,0.0002386206,0.0005251144,0.001168191,0.003965324,0.001900963,0.01117138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008621279,"about_ca_system_score_gemma":0.002195408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009875059,"about_ca_topic_score_gemma":0.002455021,"domain_scores_codex":[0.9986553,0.0008702989,0.00007329969,0.00009158216,0.0002069315,0.0001025525],"domain_scores_gemma":[0.9965023,0.001328619,0.0001500173,0.0004174718,0.0003657878,0.001235804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001980609,0.008665455,0.009708162,0.00144121,0.0001286567,0.001848035,0.003809549,0.04565596,0.00774484,0.02144976,0.3303615,0.5672061],"study_design_scores_gemma":[0.001603717,0.006000523,0.007711845,0.001277541,0.00009103375,0.003236989,0.001113686,0.08272287,0.006662118,0.04423148,0.8450071,0.0003409907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1870769,0.001663227,0.5763751,0.02395588,0.004077699,0.01042312,0.004624981,0.01084422,0.1809589],"genre_scores_gemma":[0.5575315,0.002254158,0.3820182,0.006025318,0.0009320361,0.01520786,0.005180441,0.001130968,0.02971959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05488284,"threshold_uncertainty_score":0.1836014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373998939696203,"score_gpt":0.4361737917336512,"score_spread":0.4124338023366891,"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."}}