{"id":"W2046259295","doi":"10.1097/00005373-200205000-00005","title":"Teaching Effectiveness of the Trauma Evaluation and Management Module for Senior Medical Students","year":2002,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Curriculum; Medical education; Objective structured clinical examination; Medicine; Team management; Psychology; Pedagogy; 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":[0.002219625,0.0001302036,0.0002970244,0.00007502545,0.0003626297,0.0000172299,0.0001125096,0.00007410108,0.00004193995],"category_scores_gemma":[0.0005177994,0.00007146091,0.0001494735,0.0000905023,0.0002384747,0.00008439903,0.00005232706,0.0002884723,3.27744e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006375417,"about_ca_system_score_gemma":0.00001507397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006134561,"about_ca_topic_score_gemma":0.00004458817,"domain_scores_codex":[0.9980074,0.0004217354,0.0003814104,0.0001166935,0.000915112,0.0001576987],"domain_scores_gemma":[0.9987856,0.0003392755,0.00007962023,0.0001317055,0.0005606741,0.0001031194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002360188,0.001528802,0.2728813,0.009521605,0.001552433,0.00001405666,0.01625031,0.00003203288,0.0007813433,0.004485372,0.003455333,0.6871372],"study_design_scores_gemma":[0.003398175,0.001809295,0.9841663,0.0008280352,0.002254755,0.0002696269,0.003498998,0.0002093911,0.001035632,0.001339087,0.001063745,0.0001270105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934766,0.002690598,0.0004700764,0.0011494,0.0006174408,0.0005617126,0.000008254841,0.00000818042,0.001017789],"genre_scores_gemma":[0.9989646,0.0006153744,0.00004533672,0.00009337188,0.0002309235,0.00001807265,8.244653e-7,0.00001175158,0.00001973051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7112849,"threshold_uncertainty_score":0.2914091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751659509636791,"score_gpt":0.3754816932445395,"score_spread":0.3479650981481716,"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."}}