{"id":"W1985562152","doi":"10.1503/cjs.022512","title":"Emotional intelligence in orthopedic surgery residents","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Orthopedic surgery; Medicine; Emotional intelligence; Test (biology); Cohort; Competence (human resources); Physical therapy; Family medicine; Psychology; Surgery; Internal medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006710265,0.0002179289,0.0002264743,0.001014312,0.0003620712,0.0005080354,0.0002044853,0.0002422361,0.002547173],"category_scores_gemma":[0.007007229,0.00009546251,0.0001831473,0.0007852064,0.0003611227,0.000219966,0.0005383411,0.0004222542,0.0002319216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003924726,"about_ca_system_score_gemma":0.0005545103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00454312,"about_ca_topic_score_gemma":0.004923298,"domain_scores_codex":[0.9995382,0.00008239731,0.00004911167,0.0000408689,0.0001720955,0.00011742],"domain_scores_gemma":[0.9971961,0.0004464953,0.001307377,0.00004185397,0.0003651294,0.00064293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003674507,0.00005930492,0.9957142,0.00001469852,0.00001063492,0.00007268866,0.0002102915,0.00003833621,0.00007488398,0.00001225431,0.0001404931,0.003615316],"study_design_scores_gemma":[0.000001715657,0.00009393247,0.9992455,0.00000981211,0.000004952327,0.0001586135,0.0002398128,0.0000665872,0.00002900494,0.00001394187,0.0001342369,0.000001989601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989523,0.0001471402,0.00002445897,0.00007615544,0.000005528506,0.000004896009,0.00004169032,0.000001637335,0.0007463053],"genre_scores_gemma":[0.9996972,0.0000938159,0.00003332783,0.00001580036,0.000005949455,0.000003908928,0.00005355766,6.373353e-7,0.00009582613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00454312,"threshold_uncertainty_score":0.009033382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08340980562907734,"score_gpt":0.3155273397173553,"score_spread":0.232117534088278,"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."}}