{"id":"W2018494863","doi":"10.2147/amep.s65451","title":"Status of simulation in health care education: an international survey","year":2014,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Children's Hospital; BC Innovation Council; University of Calgary; University of Alberta; Process Simulations Limited (Canada)","funders":"University of British Columbia; Royal College of Physicians and Surgeons of Canada; Canadian Patient Safety Institute; American College of Surgeons","keywords":"Enthusiasm; Health care; Scale (ratio); Medical education; Psychology; Public relations; Business; Medicine; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001929349,0.0001069061,0.0002257874,0.0003275957,0.00004591089,0.00001469087,0.0000953544,0.0001086988,0.0003373966],"category_scores_gemma":[0.0201726,0.0001113358,0.00001553559,0.0004694086,0.00008346666,0.0009184936,0.00001430928,0.0003054887,0.000004125558],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000381535,"about_ca_system_score_gemma":0.006879993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003285995,"about_ca_topic_score_gemma":0.001000133,"domain_scores_codex":[0.9973185,0.0009226401,0.0007007117,0.0003038303,0.0005456073,0.0002087085],"domain_scores_gemma":[0.9948859,0.003128466,0.0003675204,0.0002757705,0.0008927454,0.0004495929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002405543,0.0008687596,0.5784436,0.0002672514,0.000003050623,1.837519e-7,0.006125086,0.001267122,5.001593e-7,0.002134649,0.00005664593,0.4105926],"study_design_scores_gemma":[0.0008925995,0.000215771,0.7869121,0.0004690363,0.000006717774,0.00001710399,0.0145333,0.006169938,0.000002851307,0.0003612965,0.1903102,0.0001090437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8725666,0.03214025,0.003631842,0.05613535,0.008951658,0.001893481,0.00002586796,0.0000801233,0.02457482],"genre_scores_gemma":[0.9798915,0.003186042,0.007027264,0.008899916,0.0003173861,0.00004960689,0.0005664781,0.00001323939,0.00004860118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4104835,"threshold_uncertainty_score":0.9987501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851030598008847,"score_gpt":0.5343043425429551,"score_spread":0.4957940365628666,"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."}}