{"id":"W2915285117","doi":"10.1111/jocs.14005","title":"Training in cardiac surgery using human cadavers: Effectiveness of “Silent Teachers”","year":2019,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Median sternotomy; Cadaver; Surgery; Pulmonary artery; Cardiac surgery; Pericardiectomy; Thoracotomy; Cardiopulmonary bypass; Pericardium; Cardiology","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":[0.008390668,0.0005542862,0.0002281296,0.0007211157,0.0005927774,0.0008041012,0.0009730078,0.0008163899,0.007398695],"category_scores_gemma":[0.01058475,0.0002606512,0.0003228219,0.0001930228,0.001331364,0.0009681327,0.002016171,0.0004235459,0.001695619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184663,"about_ca_system_score_gemma":0.0006723339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001841233,"about_ca_topic_score_gemma":0.000553354,"domain_scores_codex":[0.9968606,0.001934404,0.0001897601,0.000384802,0.0004766225,0.0001537561],"domain_scores_gemma":[0.9896762,0.004624084,0.001573228,0.001829013,0.001106138,0.001191385],"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":[0.002666044,0.007714612,0.234834,0.00196046,0.000137885,0.003440312,0.0116397,0.001790687,0.06987741,0.001092454,0.002611368,0.662235],"study_design_scores_gemma":[0.001070762,0.103799,0.5532031,0.004470577,0.001364087,0.05653854,0.02671789,0.009020781,0.1498035,0.003392422,0.09019593,0.0004235074],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833599,0.001261461,0.006982175,0.0003043601,0.00009658363,0.0002954884,0.00004659704,0.00008694837,0.007566412],"genre_scores_gemma":[0.9748808,0.001719418,0.01970989,0.0002954555,0.0000852786,0.0001977303,0.0002259202,0.00003467439,0.002850867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008390668,"threshold_uncertainty_score":0.04437459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06611463334629508,"score_gpt":0.330720935535862,"score_spread":0.2646063021895669,"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."}}