{"id":"W1818822984","doi":"10.14740/jocmr2281w","title":"Burnout at Work in Modern Times","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Occupational Health and Burnout","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Psychodynamics; Medicine; Theme (computing); Mental health; Work (physics); Occupational burnout; Nursing; Psychotherapist; Psychiatry; Emotional exhaustion; Clinical psychology; Psychology; Mechanical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.084643,0.0003572638,0.005711134,0.00141374,0.0002789179,0.00000596472,0.00109089,0.001558972,0.001272021],"category_scores_gemma":[0.03598614,0.0001975409,0.0006131735,0.001580502,0.0006009272,0.0001054716,0.0004964624,0.01426528,0.001258435],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505822,"about_ca_system_score_gemma":0.01418239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008728319,"about_ca_topic_score_gemma":0.0000644312,"domain_scores_codex":[0.9719394,0.01350062,0.009241345,0.0004282627,0.00362891,0.001261389],"domain_scores_gemma":[0.9554831,0.03588931,0.003265099,0.0005994159,0.002951378,0.001811652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006698195,0.0001483522,0.0067097,0.01050187,0.0000577452,0.0002188975,0.0003783471,3.336224e-7,6.561933e-9,0.00005600823,0.2447789,0.73648],"study_design_scores_gemma":[0.001927792,0.001004482,0.0008541795,0.1077144,0.0001174367,0.00003289932,0.0003191984,0.000007697988,2.419624e-9,0.001602698,0.8862897,0.0001295751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000165912,0.9626031,0.000009302478,0.003212482,0.002815813,0.00139731,0.00001087888,0.000009788981,0.02977545],"genre_scores_gemma":[0.00007460609,0.9672396,0.0001549588,0.0003003559,0.01301857,0.00005385702,0.00002301227,0.0000653323,0.01906972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7363504,"threshold_uncertainty_score":0.9997372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8208923694757259,"score_gpt":0.7728045973472715,"score_spread":0.04808777212845439,"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."}}