{"id":"W4303492141","doi":"10.1016/j.jpeds.2022.06.030","title":"Coaching reduces resident burnout","year":2022,"lang":"en","type":"letter","venue":"The Journal of Pediatrics","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria Hospital","funders":"","keywords":"Medicine; Coaching; Burnout; Randomized controlled trial; Family medicine; Physical therapy; Clinical psychology; Internal medicine; Psychotherapist","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":[0.001366426,0.0001711603,0.0002074512,0.0003580968,0.002078256,0.0008157118,0.0004222244,0.003752864,0.01793996],"category_scores_gemma":[0.01205068,0.0002120446,0.0003144655,0.0001838975,0.000288199,0.0004138129,0.00107279,0.002199855,0.00226417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006816055,"about_ca_system_score_gemma":0.003176173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004529036,"about_ca_topic_score_gemma":0.01815931,"domain_scores_codex":[0.9989051,0.0005212781,0.00004019006,0.00005118804,0.0002163862,0.0002658942],"domain_scores_gemma":[0.9920744,0.002888724,0.0004946789,0.0001966646,0.001294841,0.003050663],"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":[0.001318059,0.01072245,0.07283536,0.0002924973,0.0000868483,0.001424576,0.002009802,0.0002248708,0.003083758,0.000860466,0.5565055,0.3506359],"study_design_scores_gemma":[0.0011792,0.008372382,0.7326243,0.001278247,0.0001616318,0.002476726,0.01618104,0.001072481,0.004166476,0.003253446,0.2291726,0.00006145115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4977586,0.002486428,0.0005025726,0.37086,0.008434674,0.0001594057,0.0001031038,0.0001612473,0.119534],"genre_scores_gemma":[0.8025964,0.002589475,0.001840866,0.1138461,0.004051915,0.0002376659,0.0001551939,0.00005543692,0.07462695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793996,"threshold_uncertainty_score":0.06001514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06737461775260091,"score_gpt":0.4107595453100804,"score_spread":0.3433849275574795,"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."}}