{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004833746,0.00018842,0.0001669227,0.00007749049,0.00008953075,0.00006067056,0.0001446066,0.0002563543,0.00002592138],"category_scores_gemma":[0.0002719437,0.0001903913,0.00003713718,0.0002726593,0.00004308058,0.00001089814,0.00005867475,0.0001501392,0.000003278346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003468179,"about_ca_system_score_gemma":0.0001716767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008949926,"about_ca_topic_score_gemma":0.003809035,"domain_scores_codex":[0.9982157,0.0004624122,0.0003304971,0.0004939928,0.0002544785,0.0002429015],"domain_scores_gemma":[0.998946,0.0000422443,0.0002113265,0.0004456902,0.0002369227,0.0001178573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007293349,0.000098817,0.6963552,0.000008890634,0.00003248389,0.000002513762,0.0006565559,0.003735348,0.2936507,0.00001603297,0.000005361454,0.005430798],"study_design_scores_gemma":[0.0003955291,0.0001883067,0.5393106,0.00002519738,0.00002234221,3.223846e-7,0.00009351948,0.0003821939,0.4585238,0.0007937877,0.00009721812,0.0001671739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875682,0.0009248213,0.01102993,0.00005549456,0.00007744136,0.0002056118,0.00004345629,0.00001559098,0.00007943603],"genre_scores_gemma":[0.9938357,0.0007859367,0.003558588,0.0000724362,0.00009189069,0.00002869286,0.001506559,0.00003463711,0.00008554072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.164873,"threshold_uncertainty_score":0.7763931,"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."}}