{"id":"W2090841247","doi":"10.1016/j.thorsurg.2011.04.001","title":"Introduction to Concepts in Leadership for the Surgeon","year":2011,"lang":"en","type":"article","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"American Association for Thoracic Surgery","keywords":"Negotiation; Emotional intelligence; Transactional leadership; Leadership style; Value (mathematics); Shared leadership; Medicine; Conflict resolution; Personality; Psychology; Public relations; Medical education; Political science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01238991,0.0004601941,0.0008569527,0.0005257829,0.0002831098,0.0000564959,0.0005905358,0.0004778416,0.005597012],"category_scores_gemma":[0.002056203,0.0003841816,0.0005753386,0.00122723,0.0003317336,0.000372848,0.00007818103,0.0007927223,0.00332112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008582251,"about_ca_system_score_gemma":0.000187251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004565192,"about_ca_topic_score_gemma":0.0003748941,"domain_scores_codex":[0.9945929,0.0008979507,0.001858828,0.001078563,0.0003991437,0.001172618],"domain_scores_gemma":[0.9864085,0.01117549,0.000523129,0.001233384,0.0003994353,0.0002601054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005231595,0.0008223334,0.2348025,0.0001214224,0.0002046139,0.00005093597,0.006033531,0.0001815696,0.00003851694,0.002975611,0.1145783,0.6349592],"study_design_scores_gemma":[0.0005692597,0.0007428414,0.2807736,0.0004299002,0.0002625083,0.00009338311,0.01540468,0.000842143,0.005092775,0.005680076,0.6879034,0.002205428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500753,0.002538416,0.005131372,0.01074873,0.02283114,0.002032089,0.00009597922,0.000330286,0.00621663],"genre_scores_gemma":[0.9825767,0.0005208215,0.0004918753,0.003051863,0.004716009,0.0005229634,0.00009934971,0.0001083495,0.007912046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6327537,"threshold_uncertainty_score":0.999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4108274477317437,"score_gpt":0.4680778986354474,"score_spread":0.05725045090370362,"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."}}