{"id":"W4281694128","doi":"10.1161/circresaha.122.320991","title":"Arsenic Exposure, Blood DNA Methylation, and Cardiovascular Disease","year":2022,"lang":"en","type":"article","venue":"Circulation Research","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"College of Medicine, University of Florida; National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; INCLIVA Instituto de Investigación Sanitaria; Universidad de La Frontera; MedStar Health Research Institute; Jewish General Hospital; National Institutes of Health; Georgetown-Howard Universities Center for Clinical and Translational Science; Karl-Franzens-Universität Graz; McGill University; University of Oklahoma Health Sciences Center; Texas Biomedical Research Institute; University of Oklahoma; University of Washington; National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins University; National Center for Advancing Translational Sciences; National Human Genome Research Institute; Larner College of Medicine, University of Vermont; Johns Hopkins Bloomberg School of Public Health; University of Southern California","keywords":"Arsenic; DNA methylation; Epigenetics; Methylation; Diabetes mellitus; Prospective cohort study; Framingham Heart Study; Disease; Internal medicine; Cohort; Medicine; Framingham Risk Score; Gene; Biology; Endocrinology; Genetics; Chemistry; Gene expression","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002539844,0.0002188368,0.0001290843,0.0003817289,0.0002042933,0.0002398787,0.0001347103,0.0002429774,0.001358124],"category_scores_gemma":[0.0005212812,0.0001039074,0.0001167213,0.0004317274,0.0001794084,0.0001032957,0.0001825449,0.0002339194,0.0001141435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147225,"about_ca_system_score_gemma":0.0002435006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469743,"about_ca_topic_score_gemma":0.003166631,"domain_scores_codex":[0.9999043,0.00002774685,0.000005223601,0.00002715268,0.00001859413,0.00001700365],"domain_scores_gemma":[0.9997706,0.0000484701,0.00009475499,0.00001192328,0.00003014676,0.00004416478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001042536,0.000129934,0.9558769,0.0001085285,0.000327343,0.0001077985,0.0001105835,0.0002785318,0.0250673,0.000225599,0.0002788752,0.01644613],"study_design_scores_gemma":[0.000009190629,0.0002551438,0.9941372,0.00001355964,0.0001640895,0.0002354809,0.00004629431,0.0003736784,0.003628183,0.0004141706,0.0007183235,0.000004765272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954153,0.002850939,0.0003938997,0.0001941423,0.00001238927,0.000006341254,0.0003939243,0.00001276452,0.0007202286],"genre_scores_gemma":[0.9984037,0.0007860215,0.0002960461,0.00003492468,0.00001504044,0.000004569113,0.0001441095,0.000001463751,0.0003141786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002469743,"threshold_uncertainty_score":0.004910707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04240551056283244,"score_gpt":0.286270211576377,"score_spread":0.2438647010135446,"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."}}