{"id":"W2529402424","doi":"10.1016/j.jsurg.2016.07.013","title":"Comparison of Canadian and Swiss Surgical Training Curricula: Moving on Toward Competency-Based Surgical Education","year":2016,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Curriculum; Medicine; Medical education; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796427,0.0001753979,0.0006356587,0.0007384821,0.00008122384,0.00002165229,0.000100722,0.0001444448,0.0004041843],"category_scores_gemma":[0.0002371069,0.0001043836,0.0002109157,0.0004050446,0.0001089486,0.0001328958,0.00001226507,0.0002934719,0.000007152102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291358,"about_ca_system_score_gemma":0.005044913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009220744,"about_ca_topic_score_gemma":0.0001113602,"domain_scores_codex":[0.9981846,0.0001021506,0.0008111281,0.0001888017,0.0004490633,0.00026428],"domain_scores_gemma":[0.9976312,0.0004229507,0.0004055631,0.0001507707,0.00043332,0.0009562291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008777405,0.003506789,0.5276336,0.0002335698,0.00009921119,0.0002980175,0.00175442,0.00002722799,0.0005209965,0.01464489,0.005527356,0.4448762],"study_design_scores_gemma":[0.009138366,0.0033927,0.4912347,0.006338984,0.0003570701,0.003568581,0.007269839,0.0003161254,0.002301408,0.001234646,0.4741452,0.0007024081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589121,0.0009654638,0.00001194482,0.03459378,0.0007399709,0.0001604757,0.000004350964,0.000008993114,0.004602942],"genre_scores_gemma":[0.9976288,0.0002277748,0.001072608,0.0001337899,0.0005570594,0.000004270077,0.00001035329,0.00001576163,0.0003495869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4686178,"threshold_uncertainty_score":0.894946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779649397863605,"score_gpt":0.3521281763349153,"score_spread":0.3143316823562792,"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."}}