{"id":"W2941620410","doi":"10.18632/aging.101900","title":"Socioeconomic position, lifestyle habits and biomarkers of epigenetic aging: a multi-cohort analysis","year":2019,"lang":"en","type":"article","venue":"Aging","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Staatssekretariat für Bildung, Forschung und Innovation; Economic and Social Research Council; Tays; NordForsk; National Health and Medical Research Council; Emil Aaltosen Säätiö; Medical Research Council; Signe ja Ane Gyllenbergin Säätiö; Centre for Ageing Research and Development in Ireland; Juho Vainion Säätiö; Tampereen Tuberkuloosisäätiö; Office of the First Minister and Deputy First Minister; Kela; Suomen Kulttuurirahasto; ZonMw; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Queen's University; Cancer Council Victoria; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Erasmus Medisch Centrum; Health and Social Care Research and Development Division; Paavo Nurmen Säätiö; Public Health Agency; European Commission; National Institute for Health and Care Research; United Kingdom Clinical Research Collaboration; Agence Nationale de la Recherche; Comisión Nacional de Investigación Científica y Tecnológica; Wellcome Trust; Foundation for Cardiovascular Research; Yrjö Jahnssonin Säätiö; Sydäntutkimussäätiö; Atlantic Philanthropies; Academy of Finland; National Institute of Environmental Health Sciences; Queen's University Belfast; Imperial College London; Diabetesliitto; National Science Foundation","keywords":"Socioeconomic status; Cohort; Epigenetics; Gerontology; Cohort study; Demography; Medicine; Environmental health; Biology; Internal medicine; Sociology; Genetics","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":[0.002080863,0.0004919884,0.000506044,0.0007870901,0.0007150552,0.0006533531,0.0004270031,0.0005020224,0.001051654],"category_scores_gemma":[0.00186029,0.0003741133,0.001472258,0.001101287,0.0002515218,0.0003507148,0.0009071114,0.0007250179,0.0001061843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005244,"about_ca_system_score_gemma":0.0004828995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01538765,"about_ca_topic_score_gemma":0.01637341,"domain_scores_codex":[0.999215,0.0003255292,0.00006139251,0.0001844914,0.00008229371,0.0001312797],"domain_scores_gemma":[0.9989268,0.0002022187,0.0002088739,0.0003656738,0.0001071522,0.0001892205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006066884,0.00005548408,0.9958994,0.00001095033,0.0009056858,0.00008695828,0.00008524293,0.0001470829,0.0006197414,0.00003808255,0.00007786576,0.001466856],"study_design_scores_gemma":[0.00002466236,0.0002108833,0.997929,0.000006005861,0.0004696599,0.00009808471,0.0001046453,0.0007620197,0.0001361186,0.00002961366,0.0002228623,0.000006570113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987594,0.0002473094,0.0005105176,0.00002474017,0.000007009542,0.00001322583,0.0003440739,0.00000369354,0.00008998237],"genre_scores_gemma":[0.9991315,0.0001020333,0.0003258268,0.0000123888,0.000004918802,0.00001533153,0.0002256104,0.000002840406,0.0001795773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01538765,"threshold_uncertainty_score":0.0305962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005422092296473227,"score_gpt":0.2456994833791881,"score_spread":0.2402773910827149,"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."}}