{"id":"W2099620662","doi":"10.1002/ajim.20626","title":"Gender, precarious work, and chronic diseases in South Korea","year":2008,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Socioeconomic status; Gerontology; Mental health; Demography; Chronic disease; Alcohol consumption; Epidemiology; Environmental health; Public health; Population; Psychiatry","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":[0.0003256047,0.0001859679,0.000135301,0.0006677642,0.000285356,0.0003511051,0.0001877896,0.0001704276,0.001674675],"category_scores_gemma":[0.0005442564,0.0001394349,0.0002087561,0.0006166294,0.0002187126,0.0002321813,0.0003907133,0.0001806372,0.0001326257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168695,"about_ca_system_score_gemma":0.0002913395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00466365,"about_ca_topic_score_gemma":0.01119479,"domain_scores_codex":[0.9998606,0.00002807029,0.00001748156,0.00003802748,0.00002228222,0.00003339507],"domain_scores_gemma":[0.999613,0.00003551688,0.0002162143,0.00001371703,0.00002208497,0.0000995464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003805484,0.00001481435,0.9974596,0.00001537041,0.00001920228,0.0001119982,0.0001431637,0.00001359956,0.0001497154,0.0000211822,0.00007020694,0.001943106],"study_design_scores_gemma":[0.000002196311,0.00002634522,0.9993147,0.000009583108,0.000006747827,0.0001442924,0.000275303,0.00002480069,0.0000169636,0.00002412166,0.0001536081,0.000001495101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987175,0.0007858892,0.00001779125,0.00008861691,0.00000833554,0.000002863244,0.0001322866,8.974686e-7,0.0002457061],"genre_scores_gemma":[0.9994001,0.0002945187,0.00002658384,0.00003300512,0.000005282143,0.000002818511,0.00009262704,6.132494e-7,0.000144433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00466365,"threshold_uncertainty_score":0.009272993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266505372684859,"score_gpt":0.3833187961728073,"score_spread":0.2566682589043214,"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."}}