{"id":"W3094529653","doi":"10.3390/cancers12113088","title":"DNA Methylation and Breast Cancer Risk: An Epigenome-Wide Study of Normal Breast Tissue and Blood","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Cancer Society Research Institute","keywords":"Breast cancer; DNA methylation; Epigenome; Methylation; Cancer; Oncology; Internal medicine; Biology; Epigenetics; Bioinformatics; Medicine; Cancer research; Gene; Genetics; 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":[0.0006305802,0.0001649097,0.0004067584,0.0005964317,0.0002293096,0.0003760364,0.0002526681,0.0003387081,0.0006301336],"category_scores_gemma":[0.001333429,0.000184571,0.000323649,0.0009450809,0.000202073,0.0001678074,0.0004324385,0.0002925151,0.00008398146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923628,"about_ca_system_score_gemma":0.0001655724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002815027,"about_ca_topic_score_gemma":0.003328505,"domain_scores_codex":[0.9994621,0.0001605076,0.00002821551,0.0002243122,0.00007767688,0.00004725078],"domain_scores_gemma":[0.999582,0.0001083037,0.0001124572,0.00007656476,0.00004612567,0.00007450752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001102522,0.00005136249,0.9561868,0.00006587354,0.0009016151,0.0001247786,0.0002295188,0.0002248931,0.03028693,0.0001042288,0.0002120509,0.01050932],"study_design_scores_gemma":[0.00001015174,0.00007106047,0.9979373,0.000003194986,0.0001329127,0.0002153861,0.00003617013,0.000348254,0.000762573,0.00005622231,0.0004235202,0.000003189853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961526,0.001351948,0.001426156,0.00006070114,0.000005003762,0.0000134628,0.0006998455,0.00001372022,0.0002766253],"genre_scores_gemma":[0.9982513,0.000248815,0.0006680732,0.00003522253,0.000007429816,0.00001373038,0.0005863266,0.000004748552,0.000184394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002815027,"threshold_uncertainty_score":0.005597234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089462011391123,"score_gpt":0.2603535998949693,"score_spread":0.2494589797810581,"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."}}