{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006845637,0.0003436823,0.0003655817,0.001048513,0.005010318,0.001011545,0.0005457568,0.0003825338,0.001589346],"category_scores_gemma":[0.0009998012,0.0003887554,0.0003326014,0.001819115,0.0008261293,0.0002246608,0.0006628942,0.0005550597,0.0001767408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025949,"about_ca_system_score_gemma":0.01458757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753122,"about_ca_topic_score_gemma":0.9881966,"domain_scores_codex":[0.9994136,0.00003888943,0.00001870782,0.00005068888,0.0002171939,0.0002609099],"domain_scores_gemma":[0.9991413,0.00005798827,0.0001258993,0.00001953696,0.000308848,0.0003463221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002456566,0.0003166101,0.9670662,0.00007944043,0.00004122549,0.0002011452,0.01913095,0.000098816,0.001810299,0.0001069936,0.0006952226,0.01020738],"study_design_scores_gemma":[0.00000751463,0.0001002896,0.9891782,0.00001773975,0.000007074161,0.00004096802,0.009650238,0.00005832278,0.00007853039,0.00001227984,0.0008380706,0.00001076494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993228,0.0001060768,0.00001750242,0.00003815502,0.000004421703,0.00001288094,0.0001435969,5.918108e-7,0.0003540307],"genre_scores_gemma":[0.9986883,0.0002279374,0.00007545031,0.00006276616,0.000005529412,0.00001268489,0.0002193723,0.000001059645,0.0007070206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02468777,"threshold_uncertainty_score":0.07443821,"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."}}