{"id":"W2314005869","doi":"10.1097/sla.0000000000001247","title":"Coaching Surgeons","year":2015,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; The Wilson Centre; University of Toronto; SickKids Foundation","funders":"","keywords":"Coaching; Medicine; Autonomy; Context (archaeology); Grounded theory; Credibility; Value (mathematics); Medical education; Sign (mathematics); Qualitative research; Nursing; Psychology; Psychotherapist; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004180292,0.0001001028,0.0003202007,0.0001818803,0.00003139604,0.00001328714,0.00009608358,0.00006888332,0.0003264406],"category_scores_gemma":[0.001211991,0.00008981446,0.0001987827,0.0001901879,0.0000489469,0.00009693886,0.00003271229,0.000129377,0.0001158713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000413166,"about_ca_system_score_gemma":0.00007615149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011669,"about_ca_topic_score_gemma":0.00000601268,"domain_scores_codex":[0.9985974,0.0004510982,0.0003094848,0.0001588054,0.0001689631,0.0003141914],"domain_scores_gemma":[0.9977418,0.001465698,0.0001508944,0.0003386157,0.0001060906,0.0001969319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000150354,0.0002516887,0.3487,0.00001435213,0.0001410207,0.00004522421,0.001929131,0.000007905083,0.0002557706,0.004664312,0.4974458,0.1463944],"study_design_scores_gemma":[0.0003790656,0.0001400305,0.6428117,0.0001125102,0.00003452683,0.00008197664,0.0019382,0.00003673616,0.002702827,0.01135117,0.3398156,0.0005956367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351568,0.0009118048,0.001156725,0.001591626,0.001510435,0.00004782341,0.00001857486,0.00005943059,0.05954675],"genre_scores_gemma":[0.9978649,0.0000305508,0.0002578548,0.000723789,0.0001035306,0.000003495696,0.000006724625,0.00001780282,0.0009913617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2941117,"threshold_uncertainty_score":0.3662527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6419445544069271,"score_gpt":0.4880768005126534,"score_spread":0.1538677538942737,"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."}}