{"id":"W4385355510","doi":"10.2139/ssrn.4521445","title":"The Association between Neighborhood Deprivation and DNA Methylation in an Autopsy Cohort","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Association (psychology); DNA methylation; Cohort; Autopsy; Medicine; Methylation; Demography; Internal medicine; Psychology; Genetics; Biology; DNA; Gene; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241282,0.0002024942,0.0002926931,0.0005305887,0.000365833,0.0004373415,0.0002895402,0.0003352456,0.002135442],"category_scores_gemma":[0.001286215,0.0002470889,0.0002465716,0.0006031673,0.0002033897,0.0001955922,0.0004022952,0.0003788928,0.0002592178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993,"about_ca_system_score_gemma":0.0001988245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006966246,"about_ca_topic_score_gemma":0.00691458,"domain_scores_codex":[0.9998525,0.00003259999,0.00001139414,0.00005508749,0.00002373925,0.00002453849],"domain_scores_gemma":[0.9995807,0.00009210411,0.0001076014,0.00007694031,0.00004810129,0.00009454375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005817478,0.00005007545,0.9941198,0.00001211449,0.0001631128,0.0002856833,0.0001390116,0.0001248424,0.001550437,0.00009654764,0.0002709745,0.002605684],"study_design_scores_gemma":[0.000007430127,0.00005853535,0.9987215,0.000002189553,0.00005431357,0.0003006137,0.000127593,0.0002282876,0.0001398284,0.0001587544,0.0001972581,0.000003567881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990124,0.0001677958,0.00009095077,0.00003075095,0.000005394611,9.552086e-7,0.0004565333,0.000002985143,0.0002323264],"genre_scores_gemma":[0.9990501,0.0001194914,0.00004838789,0.000008034143,0.000007934304,0.000001138352,0.0003010162,0.00000236609,0.0004615079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006966246,"threshold_uncertainty_score":0.01385134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357580168877376,"score_gpt":0.2799834305070792,"score_spread":0.2664076288183055,"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."}}