{"id":"W2008746003","doi":"10.1016/j.jamcollsurg.2012.05.035","title":"A Consensus-Based Framework for Design, Validation, and Implementation of Simulation-Based Training Curricula in Surgery","year":2012,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Likert scale; Curriculum; Delphi method; Medical education; Delphi; Cronbach's alpha; Medical physics; Psychometrics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.642766,0.004240246,0.004821741,0.02517595,0.01259178,0.01422755,0.01215192,0.007220844,0.004178837],"category_scores_gemma":[0.4459013,0.002582176,0.007444697,0.01073585,0.02081349,0.01151811,0.02306761,0.009740781,0.001159376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05091386,"about_ca_system_score_gemma":0.1483488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190998,"about_ca_topic_score_gemma":0.01309291,"domain_scores_codex":[0.2337095,0.6824718,0.03877606,0.009885685,0.0308358,0.004321084],"domain_scores_gemma":[0.4115262,0.4083051,0.02393512,0.02530607,0.1194058,0.01152159],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006499484,0.001842326,0.008725195,0.02579333,0.001305346,0.001079488,0.1826482,0.02372124,0.003694101,0.2895964,0.01985057,0.4410938],"study_design_scores_gemma":[0.002226223,0.003044361,0.01198303,0.1112494,0.001654955,0.001160306,0.1584939,0.08303731,0.00560519,0.4239882,0.196394,0.001163087],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01752314,0.002345187,0.8367016,0.01949008,0.0009827527,0.1048801,0.0004748481,0.0005055683,0.01709673],"genre_scores_gemma":[0.05749244,0.0005480663,0.9034368,0.0009106587,0.00004644421,0.0367966,0.0003195186,0.00004585818,0.0004035611],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.642766,"threshold_uncertainty_score":0.4405332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0768818396495411,"score_gpt":0.3732245665219013,"score_spread":0.2963427268723602,"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."}}