{"id":"W4391036068","doi":"10.1097/sih.0000000000000765","title":"Debriefing Methods for Simulation in Healthcare","year":2024,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"Laerdal Foundation for Acute Medicine","keywords":"Debriefing; Health care; Psychology; Computer science; Political science; Social psychology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01087527,0.0007011985,0.001378999,0.001100661,0.0008421835,0.0001348497,0.0006252163,0.001012368,0.00002191397],"category_scores_gemma":[0.003079336,0.0005506822,0.001530248,0.003697104,0.0001905428,0.0007952274,0.00009696268,0.00247027,0.000003801814],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005294039,"about_ca_system_score_gemma":0.003873517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003868775,"about_ca_topic_score_gemma":0.001152777,"domain_scores_codex":[0.9894387,0.002301213,0.004773022,0.0008820678,0.001246933,0.001358098],"domain_scores_gemma":[0.9675459,0.02527633,0.001777863,0.001164291,0.003718395,0.0005171893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001206596,0.0001217508,0.1465708,0.005046321,0.00007689755,0.000002094287,0.01030265,0.8199156,0.00001967033,0.001513006,0.0001030731,0.01512151],"study_design_scores_gemma":[0.003476373,0.0005800482,0.07571178,0.003190381,0.0001367651,0.0000223729,0.002597071,0.8915969,0.00003816472,0.02002299,0.002209171,0.0004180236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4065598,0.02898593,0.1155934,0.4218188,0.00877066,0.01772199,0.0002752018,0.0002642634,0.00000995176],"genre_scores_gemma":[0.9781492,0.0003287125,0.01140405,0.007987987,0.001346239,0.0003414189,0.0001523355,0.0002131239,0.00007693773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5715894,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0990832598149841,"score_gpt":0.5029274312065602,"score_spread":0.4038441713915761,"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."}}