{"id":"W3015105759","doi":"10.1016/j.sempedsurg.2020.150902","title":"Development and assessment of a simulation-based curriculum in pediatric surgical education: Conventional wisdom and lessons learned from the national training program in France","year":2020,"lang":"en","type":"article","venue":"Seminars in Pediatric Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Curriculum; Medical education; Simulation training; Pediatric surgery; Pediatric Surgeon; Paediatric surgery; Pedagogy; Surgery; Simulation; 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":[],"consensus_categories":[],"category_scores_codex":[0.01556002,0.0005180192,0.0004174504,0.001316719,0.001188931,0.001912796,0.001300993,0.0008540615,0.001322211],"category_scores_gemma":[0.0188121,0.000191149,0.0003979507,0.00070948,0.0008004733,0.0009390925,0.001724193,0.0007533273,0.0002494669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0109862,"about_ca_system_score_gemma":0.02017047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02137033,"about_ca_topic_score_gemma":0.03541895,"domain_scores_codex":[0.9913585,0.004743109,0.0004237767,0.0004760628,0.002103215,0.0008953208],"domain_scores_gemma":[0.9890296,0.002880759,0.0008951602,0.0004711792,0.00439528,0.002328075],"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":[0.0009332031,0.01542555,0.2879303,0.0008362095,0.0001001029,0.0007504106,0.04478425,0.01110091,0.005969877,0.005549767,0.009012478,0.6176069],"study_design_scores_gemma":[0.0005086249,0.009551491,0.8517911,0.001744541,0.000130267,0.000628241,0.04367426,0.01562466,0.008626456,0.001761162,0.06576897,0.0001902558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877665,0.0003715939,0.002239154,0.001927167,0.00007746312,0.0005974106,0.0001022441,0.00006200672,0.00685652],"genre_scores_gemma":[0.9830797,0.0004842533,0.01282819,0.0002546619,0.00003563528,0.000488161,0.0002257048,0.00001421338,0.002589498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02137033,"threshold_uncertainty_score":0.08229023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0858799318665328,"score_gpt":0.3743191741872758,"score_spread":0.288439242320743,"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."}}