{"id":"W4392874186","doi":"","title":"SOCIOECONOMIC INFLUENCE ON THE HEALTH OF OLDER PEOPLE: ESTIMATES BASED ON TWO LONGITUDINAL SURVEYS","year":2003,"lang":"en","type":"preprint","venue":"","topic":"Health and Well-being Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Longitudinal study; Longitudinal data; Environmental health; Geography; Psychology; Gerontology; Socioeconomics; Demographic economics; Demography; Medicine; Sociology; Statistics; Economics; Mathematics; Population","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003574114,0.000431115,0.0008424149,0.0001401511,0.0002721016,0.00002949402,0.0004262091,0.0002315472,0.002132889],"category_scores_gemma":[0.0002096503,0.0003019726,0.00017963,0.00008624652,0.0001862401,0.00001631388,0.000121129,0.0009300184,0.0007415849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077235,"about_ca_system_score_gemma":0.0005858592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009016259,"about_ca_topic_score_gemma":0.001190836,"domain_scores_codex":[0.9962634,0.001300637,0.0007734484,0.0007671823,0.0002121851,0.0006830986],"domain_scores_gemma":[0.9956875,0.002429978,0.0005633055,0.001082821,0.0001053726,0.0001310424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361348,0.0006734002,0.8885219,0.0008654355,0.000309141,0.000006226777,0.003092454,0.009739418,0.000001013627,0.01617931,0.07628955,0.004186017],"study_design_scores_gemma":[0.0006344739,0.0003607006,0.9966695,0.0002073137,0.00001611545,0.000001488181,0.0001322006,0.0003397045,0.00001581037,0.001114747,0.0002314807,0.0002764057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266763,0.0005232246,0.002001158,0.0219743,0.002105736,0.001519976,0.0001190759,0.0001329909,0.04494726],"genre_scores_gemma":[0.9869867,0.0000709559,0.0002474056,0.01171138,0.00008069904,0.0001951925,0.00003029445,0.00004126846,0.0006360933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081477,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049927220811642,"score_gpt":0.3809559621892072,"score_spread":0.3404566899810908,"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."}}