{"id":"W2792545734","doi":"","title":"Development of an emergency medicine simulation book to facilitate use of simulation based medical education in our curriculum","year":2017,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medical simulation; Curriculum; Medical education; Simulation training; Medicine; Computer science; Engineering ethics; Engineering; Psychology; Simulation; Pedagogy","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":[0.001061948,0.0006618728,0.0005282145,0.001770911,0.000398233,0.001281174,0.001048791,0.0005599489,0.03612905],"category_scores_gemma":[0.003586505,0.0004880546,0.0004462484,0.001073061,0.0002368678,0.001404873,0.00113346,0.001401391,0.01881724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005455644,"about_ca_system_score_gemma":0.001725405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006910089,"about_ca_topic_score_gemma":0.001434464,"domain_scores_codex":[0.9993586,0.0001324105,0.0000565702,0.00005008511,0.0003688953,0.00003333398],"domain_scores_gemma":[0.9975861,0.0007266804,0.0001246161,0.000127339,0.001130004,0.0003052272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005790372,0.0004794399,0.0009413319,0.0005040225,0.000007649041,0.0004489972,0.0004153698,0.003415257,0.008086132,0.002666368,0.4592258,0.5237516],"study_design_scores_gemma":[0.00008025818,0.0003832034,0.005457722,0.0004421177,0.00001209588,0.001570623,0.0003235268,0.005829481,0.006071439,0.001386759,0.978388,0.00005471195],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04961821,0.003284513,0.4559145,0.01174927,0.01414846,0.01189442,0.007036881,0.03345313,0.4129006],"genre_scores_gemma":[0.03786754,0.004496722,0.5511452,0.002628573,0.001267893,0.002591263,0.007540923,0.003460163,0.3890018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03612905,"threshold_uncertainty_score":0.1208637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05771184472975903,"score_gpt":0.3651549861705918,"score_spread":0.3074431414408327,"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."}}