{"id":"W2891817191","doi":"10.1016/j.jpedsurg.2018.09.003","title":"The National Pediatric Surgery Simulation Program in France: A tool to develop resident training in pediatric surgery","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Trainer; Curriculum; Likert scale; Medical education; Session (web analytics); Pediatric surgery; Fidelity; Pediatric Surgeon; Training (meteorology); Surgery; Psychology; Pedagogy","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":[0.007083113,0.0004694515,0.0002332288,0.003395752,0.0007817306,0.001607767,0.0007694399,0.0006825058,0.00771247],"category_scores_gemma":[0.01730825,0.000287195,0.0004408888,0.001564943,0.000256151,0.001225688,0.001722538,0.0005795286,0.001136076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005735913,"about_ca_system_score_gemma":0.01156935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06005893,"about_ca_topic_score_gemma":0.07084055,"domain_scores_codex":[0.9953091,0.003072099,0.0002492758,0.0002946965,0.0006664848,0.0004083947],"domain_scores_gemma":[0.9845702,0.004798551,0.001820209,0.0006575102,0.004420927,0.003732568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007988639,0.001908047,0.4736854,0.0004201808,0.0001622123,0.0005343497,0.004733848,0.00888974,0.001869408,0.003057281,0.0790965,0.4248441],"study_design_scores_gemma":[0.0003366913,0.001251203,0.7946118,0.000818293,0.0001370398,0.0006584582,0.007187048,0.02232608,0.002708729,0.0007415676,0.1690951,0.0001280248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730283,0.001316066,0.02073018,0.009671309,0.0004567575,0.002030121,0.01343474,0.005482039,0.07385045],"genre_scores_gemma":[0.9232274,0.0006748065,0.05899972,0.0008245965,0.00009525763,0.001639924,0.006556274,0.00027531,0.007706687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06005893,"threshold_uncertainty_score":0.1194187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07146485232695873,"score_gpt":0.3445820879508009,"score_spread":0.2731172356238422,"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."}}