{"id":"W4296131836","doi":"10.1177/10398562221124798","title":"Psychiatrist and trainee burnout: Commentary and recommendations on management","year":2022,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Burnout; Psychology; Nursing; Professional psychology; Patient care; Medicine; Clinical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03567788,0.001404979,0.003544212,0.004677664,0.005038855,0.005816385,0.00990026,0.03145647,0.01195217],"category_scores_gemma":[0.2561327,0.001201004,0.004969396,0.006289994,0.007385756,0.0117121,0.004648211,0.03474703,0.005736442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01566675,"about_ca_system_score_gemma":0.03034432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03598928,"about_ca_topic_score_gemma":0.04521858,"domain_scores_codex":[0.9595993,0.01836021,0.009172746,0.002309674,0.008415442,0.002142622],"domain_scores_gemma":[0.6718088,0.2468956,0.01846405,0.002579678,0.05233132,0.00792064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007084543,0.00001485567,0.0001389414,0.006004672,0.0001036004,0.0002565742,0.0006449295,0.00006044983,0.00003109697,0.002130575,0.9721491,0.01839431],"study_design_scores_gemma":[0.0001730694,0.00005741704,0.001288009,0.0949285,0.0004986704,0.0008165768,0.003149352,0.0001575936,0.0001259898,0.01015904,0.8885313,0.0001145941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009008525,0.07888837,0.0001287711,0.8627378,0.05662602,0.00002855186,0.000109207,0.00001347567,0.001377812],"genre_scores_gemma":[0.004425655,0.130737,0.0007765906,0.7579206,0.1035834,0.000195756,0.0001575859,0.00004729936,0.002155989],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03598928,"threshold_uncertainty_score":0.1886849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939005413358746,"score_gpt":0.3911436662850815,"score_spread":0.361753612151494,"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."}}