{"id":"W2318130300","doi":"10.1097/ta.0b013e3182318053","title":"Potential Role of the Advanced Surgical Skills for Exposure in Trauma (ASSET) Course in Canada","year":2011,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mining Association of Canada; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Course (navigation); Asset (computer security); Psychology; Medical education; Medicine; Engineering; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00136014,0.0001693814,0.00030085,0.001036466,0.004831922,0.002487248,0.002502435,0.00102727,0.01282526],"category_scores_gemma":[0.009569554,0.0002972474,0.0003659249,0.001589276,0.0007670727,0.0007971677,0.002570246,0.001699077,0.0003726675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05901443,"about_ca_system_score_gemma":0.2503918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925473,"about_ca_topic_score_gemma":0.997605,"domain_scores_codex":[0.9975877,0.0002115556,0.00005929887,0.0001133779,0.0006738838,0.001354176],"domain_scores_gemma":[0.9807742,0.0008116837,0.0005031383,0.00008805354,0.004978417,0.01284451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007748132,0.001255075,0.7074878,0.00035275,0.00007914317,0.00109383,0.003611795,0.001477109,0.000799734,0.008200577,0.1022252,0.1726422],"study_design_scores_gemma":[0.000191462,0.0002837443,0.939238,0.0006272789,0.00007373146,0.0002136954,0.01509876,0.002250444,0.0004212022,0.0006178019,0.04091631,0.00006774851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581884,0.001642837,0.0005095011,0.074519,0.0009612531,0.0005209537,0.005756117,0.00007534438,0.05782667],"genre_scores_gemma":[0.9691715,0.001764465,0.0009628382,0.004951261,0.00008507262,0.0001569063,0.001531594,0.00003717327,0.02133931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05901443,"threshold_uncertainty_score":0.4281817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201332944683927,"score_gpt":0.288675277918654,"score_spread":0.2766619484718148,"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."}}