{"id":"W2530394115","doi":"10.1177/0706743716664333","title":"Burnout and Depression in Psychiatric Residents","year":2016,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Depression (economics); Psychiatry; Psychology; Occupational burnout; Clinical psychology; Medicine; Emotional exhaustion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184794,0.0002385829,0.0006742284,0.000746588,0.00342389,0.001821771,0.0005551719,0.009180885,0.01240105],"category_scores_gemma":[0.01000699,0.0002302264,0.0005257968,0.0009075177,0.001026237,0.00103463,0.001159806,0.006832867,0.001288671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367227,"about_ca_system_score_gemma":0.002949689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02190373,"about_ca_topic_score_gemma":0.05831104,"domain_scores_codex":[0.9991642,0.0002509492,0.0001015942,0.0000734924,0.0001575132,0.0002523206],"domain_scores_gemma":[0.9943702,0.001378676,0.0008411728,0.00007245698,0.0008311351,0.002506424],"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":[0.0002426515,0.000454858,0.3662182,0.0006891403,0.0001109792,0.02084707,0.004142073,0.0000807403,0.0003899139,0.001498012,0.5647608,0.04056546],"study_design_scores_gemma":[0.0002113035,0.000297261,0.8194553,0.00308178,0.0001400159,0.02097409,0.03305256,0.0002447365,0.0001215436,0.003787902,0.1185392,0.00009429082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0820181,0.01037929,0.00004862694,0.870057,0.01010916,0.00003791436,0.0003105224,0.00001341752,0.02702595],"genre_scores_gemma":[0.5537615,0.01774297,0.0001647896,0.3353594,0.0693528,0.0001360392,0.0002555446,0.00001963418,0.02320737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02190373,"threshold_uncertainty_score":0.04355246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283442927306172,"score_gpt":0.3658142677385765,"score_spread":0.3329798384655148,"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."}}