{"id":"W4404963907","doi":"10.1097/sih.0000000000000838","title":"Tabletop Simulations in Medical Emergencies","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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Modality (human–computer interaction); Medical education; Psychology; Medicine; Randomized controlled trial; Statement (logic); Computer science; Surgery; Human–computer interaction","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"],"consensus_categories":[],"category_scores_codex":[0.005570709,0.0004270153,0.000832066,0.0008013775,0.0004719399,0.00006460467,0.000550092,0.0007249729,0.0001420473],"category_scores_gemma":[0.00222535,0.0003077876,0.0009062716,0.003872406,0.000197,0.0005437616,0.00008452917,0.002271484,0.000006148061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002833819,"about_ca_system_score_gemma":0.004324006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863292,"about_ca_topic_score_gemma":0.002344149,"domain_scores_codex":[0.9922255,0.001036815,0.003533159,0.0005015619,0.001835237,0.0008677605],"domain_scores_gemma":[0.985334,0.01048031,0.0008796486,0.0008285961,0.002049479,0.0004279461],"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":[0.0002902398,0.0000991634,0.316106,0.001416877,0.00003957886,0.000004599483,0.007018104,0.6722692,0.000006189463,0.0009412604,0.0001561764,0.001652702],"study_design_scores_gemma":[0.001894239,0.0002271876,0.170505,0.002372554,0.00006623921,0.00003038199,0.002502134,0.8141974,0.00001074362,0.006620976,0.001341812,0.0002312628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7587982,0.01004789,0.002593519,0.2200674,0.004206876,0.004086574,0.0001013632,0.00008493989,0.00001321503],"genre_scores_gemma":[0.9928883,0.0003978096,0.0004951215,0.004870871,0.001003659,0.00008118116,0.00006790504,0.00009933337,0.00009576031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2340901,"threshold_uncertainty_score":0.9999374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06176180619344891,"score_gpt":0.4359685916930224,"score_spread":0.3742067854995735,"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."}}