{"id":"W2021227002","doi":"10.1002/smi.1012","title":"Burnout, stress and health of employees on non‐standard work schedules: a study of Canadian workers","year":2004,"lang":"en","type":"article","venue":"Stress and Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Nature","keywords":"Burnout; Emotional exhaustion; Shift work; Psychology; Job satisfaction; Work (physics); Metropolitan area; Occupational burnout; Work shift; Job stress; Work stress; Applied psychology; Social psychology; Clinical psychology; Medicine; Psychiatry; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001436454,0.0002996397,0.0009886897,0.0006772939,0.001450066,0.00001447795,0.0001640223,0.0002568918,0.00003386559],"category_scores_gemma":[0.00003709449,0.0002625865,0.00004395797,0.0007680868,0.0001292568,0.000074709,0.00007430786,0.001085791,0.000004041661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060176,"about_ca_system_score_gemma":0.004732205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5443351,"about_ca_topic_score_gemma":0.6956224,"domain_scores_codex":[0.9962249,0.0003719834,0.001219173,0.0005002294,0.0004159557,0.00126778],"domain_scores_gemma":[0.9970512,0.0001817259,0.0006999939,0.0004372848,0.0001440022,0.001485738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002753094,0.0003003328,0.9627379,0.003475401,0.00003759747,0.000006689218,0.02445941,0.0001694157,1.281553e-7,0.002433532,0.0007386728,0.005365597],"study_design_scores_gemma":[0.005044971,0.004436171,0.8997295,0.01275195,0.00001637538,6.603323e-7,0.07646601,0.000003833231,0.000008090655,0.0005208364,0.0007543638,0.0002672407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788686,0.002581124,0.00003262836,0.01451844,0.0003643111,0.00240472,0.0002278621,0.0000362303,0.0009660713],"genre_scores_gemma":[0.9941431,0.002950215,0.0005111532,0.002040086,0.0001542665,0.00007348019,0.00002567066,0.00004325392,0.00005879319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1512873,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564118002616696,"score_gpt":0.3918676032994458,"score_spread":0.3462264232732788,"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."}}