{"id":"W2106677588","doi":"10.5539/gjhs.v4n6p160","title":"Association between Occupational Stress and Respiratory Symptoms among Lecturers in Universiti Putra Malaysia","year":2012,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Stress and Burnout Research","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational stress; Medicine; Cross-sectional study; Association (psychology); Respiratory system; Population; Physical therapy; Psychology; Clinical psychology; Environmental health; Psychiatry; Pathology","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":[0.002597462,0.00006756874,0.0001685457,0.000222718,0.0001583763,0.00004359989,0.0002570139,0.00006502451,0.00006529101],"category_scores_gemma":[0.00007264558,0.00005790249,0.00002781935,0.000665625,0.0002055493,0.0004957642,0.00004490445,0.0002478918,0.000005140465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007528,"about_ca_system_score_gemma":0.0006176937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003159743,"about_ca_topic_score_gemma":0.00002237953,"domain_scores_codex":[0.9981315,0.0001512232,0.0003260461,0.0001286895,0.0007071364,0.0005553953],"domain_scores_gemma":[0.9989741,0.00007853294,0.0003950582,0.00008014779,0.0001689912,0.0003031029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002173814,0.00003609007,0.990281,0.000009504126,0.00001262987,0.000007193628,0.0001921363,0.00002720126,0.000005519028,0.0004339564,0.0005533969,0.008419569],"study_design_scores_gemma":[0.0004047919,0.0001220214,0.9986598,0.00006270339,0.00000510452,0.00001779733,0.0003802559,0.000007573068,0.00001144023,0.00006218009,0.0002177728,0.00004855975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966102,0.00127211,0.00007045151,0.0006058789,0.0003732539,0.00007375174,0.00002072111,0.000003484955,0.0009701669],"genre_scores_gemma":[0.999563,0.00001656008,0.00006277946,0.0001637314,0.0001731653,4.894687e-7,7.328878e-7,0.000001910791,0.0000176153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008378734,"threshold_uncertainty_score":0.2634651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977383714562858,"score_gpt":0.3931675479861857,"score_spread":0.3533937108405571,"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."}}