{"id":"W4401991184","doi":"10.7759/cureus.68131","title":"The Use of Silicone Simulators for Bile Duct Anastomosis Education in Medical Conferences for the Purpose of Improving the Canadian Medical Education Directives for Specialists (CanMEDS) Competencies","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Ontario Tech University","funders":"","keywords":"Medicine; Medical education; Bile duct; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01197794,0.0006132991,0.0002004744,0.001028236,0.001956803,0.002199254,0.001601942,0.0008650495,0.006316863],"category_scores_gemma":[0.02998078,0.0003315548,0.0005886864,0.0004947518,0.0009667967,0.001442893,0.003658968,0.001072616,0.0008903956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004472013,"about_ca_system_score_gemma":0.01755656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0309663,"about_ca_topic_score_gemma":0.1145829,"domain_scores_codex":[0.9883647,0.007544357,0.0002575191,0.0003166472,0.002532489,0.0009843216],"domain_scores_gemma":[0.9824781,0.009514922,0.001538718,0.0008436695,0.002296883,0.003327728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001311107,0.004801101,0.04117579,0.002216045,0.0000845883,0.001126928,0.03657583,0.005431448,0.0194216,0.007088242,0.02046805,0.8602993],"study_design_scores_gemma":[0.001397316,0.01952859,0.2159054,0.005287068,0.0004468277,0.005079658,0.07308066,0.01583524,0.03903249,0.006106208,0.6173958,0.000904854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8585934,0.003017656,0.03207297,0.01375869,0.0008260547,0.002641093,0.0002854302,0.0009245143,0.08788019],"genre_scores_gemma":[0.9222952,0.001917114,0.06580056,0.001033099,0.000137706,0.0006917714,0.0002346952,0.00006965474,0.007820171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9690337,"threshold_uncertainty_score":0.06334615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06720096471519976,"score_gpt":0.3590928970352869,"score_spread":0.2918919323200871,"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."}}