{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001847604,0.0002152647,0.000542581,0.0009177178,0.00007526314,0.00001521882,0.0004901086,0.0003758219,0.0007490981],"category_scores_gemma":[0.00004559252,0.000231774,0.0001847644,0.000918939,0.0004974818,0.0001411553,0.0001773605,0.0002237318,0.00002319282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007858839,"about_ca_system_score_gemma":0.00007091311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000124846,"about_ca_topic_score_gemma":0.00005242133,"domain_scores_codex":[0.9985099,0.00000666201,0.0005919642,0.0005059191,0.0001255612,0.0002599929],"domain_scores_gemma":[0.9984762,0.00002768491,0.0004347615,0.0008745083,0.0001204059,0.00006640569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001229003,0.0002707747,0.6348546,0.0002149218,0.001283997,0.000002987999,0.00002703579,0.00005991474,0.3213986,0.04010072,0.000281593,0.001492549],"study_design_scores_gemma":[0.001548768,0.0001242033,0.05757944,0.0001309582,0.00101835,0.0000306146,0.0002010595,0.003107268,0.9161289,0.006469992,0.01297678,0.0006836612],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922707,0.0004596805,0.001257136,0.001309858,0.00005325751,0.0002641676,0.00006980159,0.0002698053,0.004045597],"genre_scores_gemma":[0.9749055,0.0002289288,0.02435317,0.00002671793,0.000018725,0.0000811337,0.00007125689,0.00002045497,0.000294099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5947303,"threshold_uncertainty_score":0.945147,"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."}}