{"id":"W1986625010","doi":"10.1097/01.ta.0000238687.23622.89","title":"Use of Human Patient Simulation and the Situation Awareness Global Assessment Technique in Practical Trauma Skills Assessment","year":2006,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.001037377,0.0001561427,0.0003406379,0.0001435928,0.0002824343,0.00005558343,0.00004200331,0.0001388865,0.00002614285],"category_scores_gemma":[0.0003762069,0.00009998982,0.00008625272,0.0002671305,0.000338068,0.0003001703,0.00001909248,0.0004374948,1.497435e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523551,"about_ca_system_score_gemma":0.0003370509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419596,"about_ca_topic_score_gemma":0.0002293869,"domain_scores_codex":[0.9975502,0.0006725139,0.0009256934,0.0001451792,0.0005349144,0.0001714445],"domain_scores_gemma":[0.9961408,0.001740141,0.0003154502,0.0001947808,0.001508518,0.0001002973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005304006,0.0007396216,0.9747092,0.0003958008,0.00003410593,0.000004588968,0.002224528,0.005925758,0.0001840903,0.01075313,0.0001030374,0.004395803],"study_design_scores_gemma":[0.001485645,0.001195129,0.9858678,0.0002586007,0.000283963,0.0001324222,0.002698244,0.002363967,0.0004857575,0.005075888,0.00004951981,0.0001030885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862385,0.0001444711,0.009795734,0.002707941,0.0002280263,0.00074497,0.00001762199,0.00001337965,0.0001093134],"genre_scores_gemma":[0.9986198,0.00002741735,0.000922814,0.0001717766,0.000200304,0.00002544642,0.00001840088,0.00001207348,0.000001943574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238128,"threshold_uncertainty_score":0.4077466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423507536580696,"score_gpt":0.4577759370242644,"score_spread":0.4135408616584574,"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."}}