{"id":"W4391559431","doi":"10.3390/merits4010002","title":"A Multilevel Analysis of Changes in Psychological Demands over Time on Employee Burnout","year":2024,"lang":"en","type":"article","venue":"Merits","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières","funders":"Canadian Institutes of Health Research","keywords":"Burnout; Psychology; Multilevel model; Social psychology; Applied psychology; Clinical psychology; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003393279,0.0003170037,0.0005852334,0.00136857,0.0008710034,0.0009128307,0.0004981972,0.0005571351,0.002404915],"category_scores_gemma":[0.008680905,0.0003082281,0.002282173,0.00171118,0.0002881413,0.00080132,0.001331136,0.001380957,0.0002296709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007728825,"about_ca_system_score_gemma":0.0009938575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033154,"about_ca_topic_score_gemma":0.02216971,"domain_scores_codex":[0.9977551,0.001155851,0.0001193535,0.0003512544,0.0002946953,0.0003237082],"domain_scores_gemma":[0.9936984,0.002851078,0.001176186,0.001067883,0.0006916979,0.0005147486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000561541,0.0002243697,0.972606,0.0001083928,0.001862406,0.0001455393,0.002272572,0.001829777,0.00218966,0.0006789957,0.00105098,0.01646963],"study_design_scores_gemma":[0.00001318404,0.0004258749,0.9908752,0.00004107092,0.0003279333,0.00004525879,0.001000521,0.005919977,0.0002903389,0.0003286876,0.000704455,0.00002743286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945837,0.0002761646,0.003250234,0.0002427381,0.00002354992,0.0000562544,0.000862171,0.00003185228,0.000673329],"genre_scores_gemma":[0.9968946,0.00008463801,0.00188613,0.0000275418,0.0000125006,0.0001159044,0.0005687041,0.0000107119,0.0003993467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033154,"threshold_uncertainty_score":0.04042637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02293278728925322,"score_gpt":0.3024689954459133,"score_spread":0.27953620815666,"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."}}