{"id":"W3208862786","doi":"10.1101/2021.10.19.465042","title":"Social mobility and biological aging among older adults in the United States","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jacobs Foundation; Canadian Institute for Advanced Research; Sage Foundation","keywords":"dNaM; Social mobility; Educational attainment; Socioeconomic status; Gerontology; Psychology; Demography; DNA methylation; Medicine; Biology; Genetics; Sociology; Political science; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004456277,0.0001845052,0.0001762089,0.0005355692,0.0003858682,0.0003169003,0.0001709484,0.0002858802,0.001291502],"category_scores_gemma":[0.001263045,0.0000954891,0.0002200327,0.0005349001,0.0001488655,0.0002822694,0.0004639339,0.0003268939,0.0001130566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225218,"about_ca_system_score_gemma":0.0002025133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02109771,"about_ca_topic_score_gemma":0.0337029,"domain_scores_codex":[0.9998568,0.00004044234,0.00001557022,0.00003468417,0.00002736925,0.00002502501],"domain_scores_gemma":[0.9993603,0.0000710428,0.0002871299,0.0000338246,0.0001002465,0.0001475247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003418946,0.00002698001,0.997498,0.000009499687,0.00005016987,0.00001407574,0.00006025652,0.0000348028,0.0001143318,0.00002078362,0.0001857707,0.001951171],"study_design_scores_gemma":[0.000001438753,0.00001996242,0.9997035,0.000004352792,0.000009413029,0.00001078496,0.00007259414,0.00005432862,0.00001182515,0.00001731214,0.00009369363,9.166814e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976354,0.000505514,0.00007818797,0.000159604,0.00001410418,0.000007456584,0.000944347,0.000003810078,0.0006516181],"genre_scores_gemma":[0.9992235,0.0001528172,0.00006013432,0.00004767121,0.00001230816,0.000007453419,0.0003682908,6.147593e-7,0.0001272655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02109771,"threshold_uncertainty_score":0.04194981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02757154087215254,"score_gpt":0.2912884259393163,"score_spread":0.2637168850671637,"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."}}