{"id":"W2416212055","doi":"10.1016/j.surg.2016.04.032","title":"Peer coaching to teach faculty surgeons an advanced laparoscopic skill: A randomized controlled trial","year":2016,"lang":"en","type":"article","venue":"Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; Princess Margaret Cancer Centre","funders":"","keywords":"Coaching; Medicine; Randomized controlled trial; Trainer; Medical education; Physical therapy; 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":[0.005293344,0.002774015,0.007941836,0.0008552705,0.001994306,0.001992713,0.002454208,0.006282021,0.01954185],"category_scores_gemma":[0.01348666,0.002070585,0.003216074,0.001129445,0.003491317,0.002708118,0.001311221,0.006622984,0.002229117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847068,"about_ca_system_score_gemma":0.003325289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003607222,"about_ca_topic_score_gemma":0.003927109,"domain_scores_codex":[0.9935879,0.00359256,0.0005480358,0.001222742,0.0004508832,0.0005978286],"domain_scores_gemma":[0.9905709,0.004776532,0.001686504,0.0006801269,0.0007040713,0.001581919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9799457,0.0127749,0.0003037347,0.0009564229,0.001299638,0.00001730756,0.00008976857,0.00009943992,0.0003012363,0.0000731972,0.0003363491,0.003802195],"study_design_scores_gemma":[0.9636989,0.03423683,0.0005562181,0.00007894947,0.0009034917,0.000005816582,0.00004520117,0.0001488324,0.00008377304,0.00008605592,0.000144152,0.00001175452],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585707,0.007958581,0.001979445,0.0012468,0.003026462,0.02348288,0.0009624966,0.0002096256,0.002563144],"genre_scores_gemma":[0.9581922,0.003266783,0.003754043,0.001314138,0.001415308,0.0278052,0.0004476458,0.00004106777,0.003763606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954185,"threshold_uncertainty_score":0.06537402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03725286074054249,"score_gpt":0.3442447948544562,"score_spread":0.3069919341139138,"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."}}