{"id":"W2947569646","doi":"10.1186/s41077-019-0100-2","title":"Improving the relational aspects of trauma care through translational simulation","year":2019,"lang":"en","type":"article","venue":"Advances in Simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Teamwork; Narrative; Psychology; Knowledge management; Nursing; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002335943,0.0001710202,0.0002607852,0.0001702445,0.0001045151,0.00001001293,0.00008774605,0.0001435642,0.0003242657],"category_scores_gemma":[0.0001710414,0.0001469521,0.0001009125,0.0005989919,0.00007253356,0.0008446897,0.00001073116,0.0002561075,0.00002793583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352474,"about_ca_system_score_gemma":0.000269475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005284381,"about_ca_topic_score_gemma":0.00002658812,"domain_scores_codex":[0.9980024,0.000100655,0.0007174297,0.0003488089,0.0006195471,0.0002112271],"domain_scores_gemma":[0.9966419,0.001973484,0.000335903,0.0003778251,0.0006272285,0.00004360717],"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":[0.0001476927,0.0000381676,0.2846532,0.0001937848,0.000006154336,3.19592e-7,0.003511419,0.6971576,0.00007996265,0.005551939,4.276974e-7,0.008659342],"study_design_scores_gemma":[0.001624648,0.0001175831,0.3837713,0.0001612208,0.0000287118,0.000001537481,0.001538345,0.6071557,0.0003601116,0.004087772,0.001015628,0.0001373596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575216,0.003117228,0.03014814,0.0005423505,0.0007018032,0.001741177,0.00002139022,0.00006770973,0.006138634],"genre_scores_gemma":[0.9962925,0.00001502968,0.002896359,0.0001862561,0.0002220257,0.00002812388,0.0002854726,0.00002932898,0.00004488662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09911811,"threshold_uncertainty_score":0.5992532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074344358632224,"score_gpt":0.3790927460949315,"score_spread":0.3483493025086093,"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."}}