{"id":"W2318739443","doi":"10.1097/jom.0b013e318206f0e9","title":"Psychological Distress, Depression, and Burnout","year":2011,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Council on Foreign Relations","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Burnout; General Health Questionnaire; Psychological intervention; Beck Depression Inventory; Occupational burnout; Job control; Psychology; Clinical psychology; Psychiatry; Depression (economics); Medicine; Distress; Anxiety; Emotional exhaustion; Work (physics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001209202,0.0003009785,0.0002462108,0.0005966207,0.0006126547,0.0007165433,0.0002324702,0.0003023472,0.001553789],"category_scores_gemma":[0.004984999,0.000136309,0.0002838447,0.0005293405,0.0005171805,0.0001931496,0.000628053,0.0005167695,0.0001329495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009612999,"about_ca_system_score_gemma":0.0009859054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02523512,"about_ca_topic_score_gemma":0.03310572,"domain_scores_codex":[0.9993795,0.0001783215,0.00003927303,0.00005296246,0.0002057661,0.0001440836],"domain_scores_gemma":[0.9976991,0.0005041914,0.0009749475,0.00005335898,0.0003050906,0.0004634457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007277777,0.0001269952,0.9915918,0.0000526977,0.00008258221,0.00002916217,0.0002247296,0.00009059378,0.0001028948,0.00005102334,0.0001327677,0.007441979],"study_design_scores_gemma":[0.000002610373,0.0000355203,0.9995165,0.00001423787,0.00001851751,0.00003545683,0.0001468732,0.00007006,0.00001918703,0.00003377721,0.0001053657,0.000001999271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972261,0.001084036,0.0000635352,0.0002136173,0.000007798268,0.00001245891,0.0001819225,0.000003258524,0.001207177],"genre_scores_gemma":[0.9993524,0.0002989356,0.00004819544,0.0000240885,0.000005966582,0.000006279481,0.0001066292,4.293346e-7,0.0001570489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02523512,"threshold_uncertainty_score":0.05017644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05426731567010704,"score_gpt":0.3874745780723289,"score_spread":0.3332072624022218,"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."}}