{"id":"W2735817647","doi":"10.5539/gjhs.v9n9p81","title":"Work-Life Balance among Teaching Hospital Nurses in Malaysia","year":2017,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Work–life balance; Balance (ability); Work (physics); Nursing; Quality of life (healthcare); Psychology; Job satisfaction; Quality of working life; Enthusiasm; Medicine; Social psychology; Physical therapy; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.002710148,0.0001370605,0.0003243492,0.0001352194,0.0007431109,0.0002005627,0.001489878,0.00008621306,0.00004980995],"category_scores_gemma":[0.000430619,0.00011493,0.00007368106,0.0003516039,0.0007184543,0.000755117,0.00009220934,0.0006629546,0.00005304367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738147,"about_ca_system_score_gemma":0.0004730562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005651211,"about_ca_topic_score_gemma":0.00001809963,"domain_scores_codex":[0.9976377,0.0001068321,0.0006955878,0.0002821883,0.0005479674,0.0007296717],"domain_scores_gemma":[0.9977691,0.00003364911,0.001197128,0.0004722916,0.0001082914,0.0004195501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000328488,0.0001224569,0.933653,0.000001742123,0.000009237037,0.00008241658,0.0004936936,0.00008248445,0.000001442468,0.002123101,0.003625439,0.05977212],"study_design_scores_gemma":[0.0007275033,0.0001967586,0.9975043,0.0005233854,0.00000456134,0.00005408869,0.0004952443,0.00002345229,0.000001302691,0.0001480798,0.0002072611,0.0001140904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768773,0.001112791,0.0001275571,0.00361322,0.007355464,0.0001329812,0.000002931937,0.00001234202,0.01076543],"genre_scores_gemma":[0.9987304,0.00003512403,0.0005919816,0.0004213673,0.0001799044,0.000001746684,1.962104e-7,0.000005571086,0.00003371808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06385125,"threshold_uncertainty_score":0.5715483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206147293473824,"score_gpt":0.3676523129693675,"score_spread":0.3470375836219851,"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."}}