{"id":"W4389347471","doi":"10.1158/1055-9965.epi-23-0828","title":"The Influence of Smoking and Occupational Risk Factors on DNA Methylation in the <i>AHRR</i> and <i>F2RL3</i> Genes","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research","keywords":"DNA methylation; Methylation; Gene; DNA; Occupational exposure; Genetics; Chemistry; Biology; Medicine; Environmental health; Gene expression","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003498317,0.0001535928,0.0001318927,0.0003497909,0.000156591,0.000266209,0.0001803906,0.0001812896,0.001242539],"category_scores_gemma":[0.0006592115,0.00009444892,0.0004064613,0.0002587819,0.0002331819,0.00007783094,0.000125756,0.0001406375,0.000097802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460931,"about_ca_system_score_gemma":0.0004361017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02569505,"about_ca_topic_score_gemma":0.03167042,"domain_scores_codex":[0.9997813,0.00004485494,0.00001013296,0.00007573824,0.00004579598,0.0000422116],"domain_scores_gemma":[0.9996599,0.0001075065,0.0001190623,0.00003283939,0.00004074459,0.0000400083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008626978,0.00003721768,0.9273404,0.00005218483,0.000265605,0.0001426557,0.0001495278,0.000213909,0.06150237,0.00008507504,0.0001373896,0.00921092],"study_design_scores_gemma":[0.000004254509,0.00004760507,0.996829,0.00000342384,0.00005799869,0.0001107134,0.00002455648,0.0001891264,0.002508714,0.00003366411,0.0001886501,0.000002256282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977704,0.0005986553,0.0004890823,0.00004349567,0.000003083897,0.000007667798,0.000449305,0.00001165617,0.0006267126],"genre_scores_gemma":[0.9992839,0.0001056801,0.0002220787,0.00001643616,0.000001770394,0.000004431181,0.0001523217,0.000003157076,0.000210211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02569505,"threshold_uncertainty_score":0.05109102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077912723263192,"score_gpt":0.3541264644190477,"score_spread":0.3133473371864158,"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."}}