{"id":"W7052679427","doi":"","title":"Socioeconomic position, lifestyle habits and biomarkers of epigenetic aging: a multi-cohort analysis.","year":2019,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Staatssekretariat für Bildung, Forschung und Innovation; Economic and Social Research Council; Tays; Sydäntutkimussäätiö; National Health and Medical Research Council; Emil Aaltosen Säätiö; Tampereen Tuberkuloosisäätiö; Kela; Office of the First Minister and Deputy First Minister; Medical Research Council; Signe ja Ane Gyllenbergin Säätiö; Centre for Ageing Research and Development in Ireland; Juho Vainion Säätiö; 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; United Kingdom Clinical Research Collaboration; European Commission; National Institute for Health and Care Research; Agence Nationale de la Recherche; Comisión Nacional de Investigación Científica y Tecnológica; Wellcome Trust; Foundation for Cardiovascular Research; Queen's University Belfast; Diabetesliitto; National Science Foundation; Imperial College London; Yrjö Jahnssonin Säätiö","keywords":"Epigenetics; Biomarker; DNA methylation; dNaM; Biological age; Socioeconomic status; Mechanism (biology)","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":[0.001756849,0.0004700491,0.0003746409,0.0006903948,0.0007138954,0.0005905069,0.0003503523,0.0004882777,0.001180337],"category_scores_gemma":[0.001481948,0.000382176,0.001227692,0.001074526,0.0002447533,0.0003134036,0.0008029481,0.000791098,0.0001466789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098232,"about_ca_system_score_gemma":0.0005426883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01937586,"about_ca_topic_score_gemma":0.02527543,"domain_scores_codex":[0.9994572,0.0002314801,0.00003631508,0.0001151413,0.00006173192,0.00009817928],"domain_scores_gemma":[0.9991989,0.0001366553,0.0001645662,0.0002375994,0.00008499447,0.0001772153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006345303,0.00006426619,0.9955463,0.00001389818,0.0008420751,0.00009391625,0.0000908196,0.00008756061,0.0005675149,0.00004011628,0.000154549,0.001864464],"study_design_scores_gemma":[0.00002686074,0.0001963757,0.9983748,0.000006203315,0.0003521594,0.00009977692,0.00009731336,0.0003367223,0.0001137894,0.00002511102,0.0003651042,0.000005643682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979334,0.0005069131,0.0005815855,0.00004740862,0.00001469901,0.00001722256,0.0007459921,0.000004785065,0.0001478851],"genre_scores_gemma":[0.9984626,0.0001906918,0.0004475167,0.00002437282,0.000007523184,0.00002237042,0.000482263,0.00000375327,0.0003590067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01937586,"threshold_uncertainty_score":0.03852618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006604030968509833,"score_gpt":0.2435656915591539,"score_spread":0.236961660590644,"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."}}