{"id":"W2062845173","doi":"10.1016/j.jsurg.2011.03.010","title":"Sim One, Do One, Teach One: Considerations in Designing Training Curricula for Surgical Simulation","year":2011,"lang":"en","type":"review","venue":"Journal of surgical education","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Curriculum; Task (project management); Overtraining; Training (meteorology); Identification (biology); Medical education; Surgical simulation; Dreyfus model of skill acquisition; Computer science; Psychology; Medicine; Pedagogy; Engineering; Physical therapy; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.008653193,0.001021055,0.002369339,0.002833055,0.0008912367,0.002774489,0.002108272,0.003963614,0.003565125],"category_scores_gemma":[0.02125716,0.0004754077,0.0007766685,0.002302671,0.001927313,0.004251786,0.001698595,0.004532509,0.003407729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619612,"about_ca_system_score_gemma":0.006606105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002956078,"about_ca_topic_score_gemma":0.006801599,"domain_scores_codex":[0.9958218,0.002158734,0.0004848905,0.0002294936,0.001195591,0.0001094849],"domain_scores_gemma":[0.9837788,0.01286388,0.0009215082,0.000264871,0.001613418,0.0005575279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004108961,0.00007924446,0.0003293612,0.01946022,0.00006270892,0.0001917574,0.0004500995,0.0005013027,0.000486408,0.007804503,0.01532401,0.9552693],"study_design_scores_gemma":[0.0000600132,0.0002657672,0.002733251,0.05816545,0.0001876116,0.00335847,0.001627261,0.0003982935,0.000516138,0.0116469,0.9209659,0.00007496014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004023498,0.9843295,0.002955002,0.007738098,0.0009237808,0.00005301607,0.00001744772,0.00005355576,0.003527248],"genre_scores_gemma":[0.004041604,0.9730384,0.01823899,0.002953871,0.0004692469,0.000126503,0.00003173235,0.00002744813,0.0010722],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008653193,"threshold_uncertainty_score":0.04576302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2350467769481609,"score_gpt":0.4405572294462884,"score_spread":0.2055104524981275,"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."}}