{"id":"W1981844590","doi":"10.1016/j.surg.2010.11.013","title":"Quantifying surgeon’s contribution to team effectiveness on a mixed team with a junior surgeon","year":2011,"lang":"en","type":"article","venue":"Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Society of American Gastrointestinal and Endoscopic Surgeons","keywords":"Teamwork; Medicine; Task (project management); Surgical team; Summative assessment; Team effectiveness; Medical education; Formative assessment; Surgery; Operations management; Psychology; Management; Engineering; Mathematics education","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":[0.005821544,0.0003445676,0.0005265127,0.001382472,0.0007949239,0.001098033,0.000630417,0.0008749932,0.002766535],"category_scores_gemma":[0.04497025,0.0002458151,0.0005540464,0.000632594,0.0003689215,0.0007854953,0.00140707,0.0005773494,0.0004009928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007744915,"about_ca_system_score_gemma":0.001062541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002880358,"about_ca_topic_score_gemma":0.004564064,"domain_scores_codex":[0.9949436,0.002586066,0.0003756395,0.0004632104,0.001167893,0.0004635611],"domain_scores_gemma":[0.9564414,0.0297544,0.00540963,0.00107019,0.003574785,0.003749627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002027627,0.000979403,0.9370063,0.0001001707,0.0006087625,0.0002093821,0.000973728,0.01141528,0.002492303,0.0002087007,0.0005822924,0.04339605],"study_design_scores_gemma":[0.00005021041,0.002908027,0.9543497,0.00003937615,0.0003172346,0.0003770863,0.003230979,0.03552542,0.002316069,0.0004070441,0.0004389677,0.00003989704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998341,0.00003385997,0.0007187597,0.00005735876,0.00001453666,0.00001656545,0.00004533023,0.000007592987,0.0007650818],"genre_scores_gemma":[0.9988019,0.00001762405,0.000830224,0.00001833489,0.00001153208,0.00001794488,0.00006715365,0.000004711159,0.0002304559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005821544,"threshold_uncertainty_score":0.03078765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07296255026911494,"score_gpt":0.3029703117073098,"score_spread":0.2300077614381948,"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."}}