{"id":"W2080459437","doi":"10.1016/j.socscimed.2006.02.004","title":"The relationship between nonstandard working and mental health in a representative sample of the South Korean population","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":148,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Suicidal ideation; Socioeconomic status; Psychology; Gerontology; Depression (economics); Population; Occupational prestige; Public health; Demography; Medicine; Suicide prevention; Environmental health; Psychiatry; Poison control; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005166117,0.0002524834,0.0002233069,0.0007108742,0.0006632705,0.0005119726,0.0003609388,0.0003298196,0.001431334],"category_scores_gemma":[0.001315582,0.0003529398,0.0003498431,0.0007625689,0.0003602107,0.0004662695,0.0005481915,0.0004696874,0.0001942463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002941327,"about_ca_system_score_gemma":0.0004076522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603659,"about_ca_topic_score_gemma":0.02451219,"domain_scores_codex":[0.9996878,0.00008106811,0.00005118141,0.00006612259,0.00003863,0.00007532061],"domain_scores_gemma":[0.9991327,0.0001141724,0.0002812559,0.00007113888,0.0001122768,0.0002884578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004239556,0.00004524101,0.9988955,0.000004161726,0.00003192083,0.00005068773,0.0002810007,0.000005474265,0.0002029692,0.00001041988,0.00004433451,0.000385779],"study_design_scores_gemma":[0.000002635669,0.00003753174,0.9987736,0.000001579917,0.00001167732,0.00007043378,0.0009862439,0.00003113746,0.00001624414,0.000008817747,0.00005851898,0.00000160126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999762,0.00003220235,0.00001446151,0.00002398689,0.000002860296,0.000002440252,0.00006273221,3.321356e-7,0.00009895126],"genre_scores_gemma":[0.9996599,0.00004699971,0.00001974226,0.00003313519,0.000004401935,0.00000461332,0.0001032915,6.789913e-7,0.0001272295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603659,"threshold_uncertainty_score":0.03188652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141779397164958,"score_gpt":0.464705960107423,"score_spread":0.3505280203909272,"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."}}