{"id":"W3136853350","doi":"10.1093/ije/dyab044","title":"Assessing the role of genome-wide DNA methylation between smoking and risk of lung cancer using repeated measurements: the HUNT study","year":2021,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Cancer Research UK; Wellcome Trust; Medical Research Council; Kreftforeningen; World Health Organization","keywords":"DNA methylation; Mendelian randomization; Lung cancer; Methylation; Biology; CpG site; Oncology; Medicine; Genetics; Bioinformatics; Internal medicine; DNA; Gene; Genotype; Gene expression","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":[0.007281753,0.0003684709,0.0005823694,0.0006275812,0.0003962558,0.0007034912,0.001106461,0.0005943751,0.000787526],"category_scores_gemma":[0.0109454,0.0003768086,0.001308927,0.0007887656,0.0005526064,0.0002611973,0.0005905739,0.0005852615,0.0001146827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334443,"about_ca_system_score_gemma":0.0005451368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005469,"about_ca_topic_score_gemma":0.01003854,"domain_scores_codex":[0.9941718,0.00376134,0.0002919629,0.0009881207,0.0005885064,0.0001981231],"domain_scores_gemma":[0.9889177,0.004974938,0.002028149,0.002894747,0.0007120692,0.000472394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001033146,0.00005984591,0.9878732,0.00005527916,0.003379201,0.0002580578,0.0002743885,0.000291877,0.003055298,0.0002835914,0.0002458974,0.003190274],"study_design_scores_gemma":[0.00008928435,0.0004365976,0.994306,0.00002153214,0.00138674,0.0004939596,0.0001143019,0.001084878,0.001066144,0.0003350857,0.0006439987,0.00002159217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994158,0.0006605788,0.004081771,0.00008363253,0.00001642744,0.00003740011,0.0005631936,0.00001907242,0.0003797935],"genre_scores_gemma":[0.997428,0.0001021444,0.001937316,0.0000411775,0.00001199436,0.00003053266,0.0003057017,0.00000950781,0.0001335963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005469,"threshold_uncertainty_score":0.03851002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.077101385791289,"score_gpt":0.4051540591909042,"score_spread":0.3280526733996152,"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."}}