{"id":"W3152137668","doi":"10.1016/j.jsurg.2021.03.006","title":"Can Good Intraoperative Judgement Be Taught?: Pediatric Neurosurgeons’ Pedagogical Approaches to Training Residents on Intraoperative Decision-Making","year":2021,"lang":"en","type":"article","venue":"Journal of surgical education","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; York University","funders":"","keywords":"Debriefing; Mentorship; Judgement; Medicine; Medical education; Empathy; Pediatric surgery; Nursing; Psychology; 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":[0.01010885,0.0002570851,0.0002264523,0.0004935911,0.001867209,0.001901821,0.001064303,0.001297016,0.002042302],"category_scores_gemma":[0.03709881,0.0003254777,0.0003298649,0.0003635887,0.001850025,0.002485411,0.003787398,0.0044711,0.0003774463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444468,"about_ca_system_score_gemma":0.008800712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672464,"about_ca_topic_score_gemma":0.008746517,"domain_scores_codex":[0.9974256,0.001639161,0.0001084483,0.0001415587,0.0004273293,0.0002578096],"domain_scores_gemma":[0.9774179,0.0134174,0.001736656,0.000709053,0.002778599,0.003940378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003122738,0.002453195,0.06993604,0.001198373,0.0001064978,0.00451557,0.1862756,0.001936201,0.004209573,0.01338315,0.05597949,0.6596941],"study_design_scores_gemma":[0.0004792216,0.00226749,0.1658505,0.01025667,0.0004958771,0.02792278,0.3544658,0.009067524,0.01318305,0.07268768,0.342858,0.0004653751],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7367758,0.008066988,0.03558289,0.1695523,0.0030632,0.0003379651,0.0000623158,0.000286847,0.0462718],"genre_scores_gemma":[0.9208519,0.005423505,0.05846191,0.01168343,0.0004928262,0.0002081291,0.00003798528,0.00005443102,0.002785917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010885,"threshold_uncertainty_score":0.05346131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1999483344507865,"score_gpt":0.3925600304956146,"score_spread":0.1926116960448281,"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."}}