{"id":"W4389236689","doi":"10.24083/apjhm.v18i3.2565","title":"The Association Between Work-life Balance and Employee Mental Health: A systemic review","year":2023,"lang":"en","type":"review","venue":"Asia Pacific Journal of Health Management","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Scopus; Burnout; Work–life balance; Life satisfaction; Job satisfaction; Positive psychology; Psychology; Psychological resilience; Medicine; Work (physics); Gerontology; Clinical psychology; MEDLINE; Political science; Psychiatry; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0249172,0.0004143685,0.002869207,0.0002545155,0.00138278,0.0002054603,0.0008935761,0.0001994898,0.000008326263],"category_scores_gemma":[0.0003826286,0.0002948508,0.0004445541,0.001116568,0.0001190718,0.0001569706,0.0001757318,0.0008991507,0.00009152306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003577393,"about_ca_system_score_gemma":0.001439129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006074342,"about_ca_topic_score_gemma":0.00007300315,"domain_scores_codex":[0.9897345,0.004071372,0.002959132,0.0004164741,0.001747073,0.001071468],"domain_scores_gemma":[0.991459,0.001108679,0.006385951,0.0004157874,0.0001550753,0.0004755098],"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":[0.00000252068,0.00001407612,0.002121245,0.04728423,0.0006534884,0.000005372418,0.001049896,6.408796e-8,9.209864e-11,0.0003464615,0.2243676,0.724155],"study_design_scores_gemma":[0.0001467543,0.000065817,0.001238303,0.1445325,0.0002586648,0.000007131947,0.004715633,1.313492e-8,1.072914e-10,0.00006550986,0.8487948,0.0001748771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001735171,0.9668282,0.00001370947,0.0263123,0.001696349,0.003026052,0.0000289055,0.00006801425,0.002024786],"genre_scores_gemma":[0.0000476255,0.9961481,0.00006327752,0.0003146894,0.0007645274,0.00009605568,0.00002044666,0.00006243681,0.002482859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7239801,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09196532797530756,"score_gpt":0.3940985589712757,"score_spread":0.3021332309959681,"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."}}