{"id":"W3210658681","doi":"10.1080/15592294.2021.1992910","title":"An investigation into DNA methylation patterns associated with risk preference in older individuals","year":2021,"lang":"en","type":"article","venue":"Epigenetics","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Health and Social Care Research and Development Division; Economic and Social Research Council; Office of the First Minister and Deputy First Minister; Queen's University; National Institutes of Health; Science Foundation Ireland; Medical Research Council; Public Health Agency; United Kingdom Clinical Research Collaboration; Centre for Ageing Research and Development in Ireland; Queen's University Belfast; Department for the Economy; Wellcome Trust","keywords":"Biology; DNA methylation; Epigenetics; Genetics; Cohort; Trait; Population; Methylation; Demography; Bioinformatics; Gene; Internal medicine; Medicine; Gene expression","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":[0.0002788739,0.0002052365,0.000228009,0.0006455379,0.0002213961,0.0002421264,0.0001216409,0.0002311749,0.00177201],"category_scores_gemma":[0.001111144,0.00007071179,0.0002399491,0.0007239869,0.0001177368,0.0001125154,0.0001576992,0.0002804414,0.0001542339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148234,"about_ca_system_score_gemma":0.0001407166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290215,"about_ca_topic_score_gemma":0.006476814,"domain_scores_codex":[0.9998467,0.0000390796,0.00001095411,0.00005278437,0.00002476578,0.00002568705],"domain_scores_gemma":[0.999562,0.0001741279,0.0001300441,0.00002831873,0.00005643351,0.00004910253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004673144,0.00003029184,0.9427664,0.00004893661,0.0002337761,0.0002065628,0.0002831414,0.0001235852,0.04456672,0.00007581063,0.00009704237,0.01110048],"study_design_scores_gemma":[0.000003126934,0.0001002935,0.9962016,0.00000450367,0.00006519076,0.0003186768,0.0001200076,0.0002627794,0.002526827,0.0001047488,0.0002883511,0.000003812189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980439,0.0003059596,0.0007105448,0.00003390718,0.000003618508,0.000005166987,0.0005048618,0.00000602532,0.000386006],"genre_scores_gemma":[0.998704,0.00007988662,0.0004823646,0.00001819607,0.000003440194,0.000004910024,0.0001618845,0.000002351415,0.0005430643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003290215,"threshold_uncertainty_score":0.006542087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813672681435534,"score_gpt":0.2612317923389868,"score_spread":0.2430950655246314,"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."}}