{"id":"W3024450339","doi":"10.1093/ibd/izaa074","title":"CpG Methylation in<i>TGFβ1</i>and<i>IL-6</i>Genes as Surrogate Biomarkers for Diagnosis of IBD in Children","year":2020,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Crohn's and Colitis Canada","keywords":"Medicine; Internal medicine; Ulcerative colitis; CpG site; Inflammatory bowel disease; Area under the curve; Gastroenterology; Univariate analysis; Logistic regression; DNA methylation; Disease; Immunology; Oncology; Multivariate analysis; Gene; Biology; Gene expression; Genetics","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":[0.0008220205,0.0002713682,0.0002748808,0.0005963629,0.0001806365,0.0003641187,0.0002498166,0.0002966467,0.001122388],"category_scores_gemma":[0.00206613,0.000152421,0.0002357678,0.0004736152,0.0004226966,0.0001761398,0.0001998589,0.0003286222,0.0001504253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017871,"about_ca_system_score_gemma":0.0003065518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722761,"about_ca_topic_score_gemma":0.002759228,"domain_scores_codex":[0.9995033,0.000162182,0.00004085827,0.0001258764,0.000108732,0.0000589929],"domain_scores_gemma":[0.9986787,0.0004539582,0.0006135164,0.00005208512,0.00009967203,0.0001020419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003055825,0.00001423738,0.9944097,0.00001514885,0.00002179652,0.00006911842,0.00006347994,0.00006391945,0.003309488,0.00001699659,0.00002582225,0.001684513],"study_design_scores_gemma":[0.00001637597,0.0002914527,0.994998,0.0000119826,0.00006546497,0.000809184,0.00009671674,0.0005327602,0.002909387,0.00003446631,0.000231046,0.000003328269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989592,0.0002882716,0.0003850349,0.000015728,0.000001956506,0.00001019802,0.0001571226,0.000004410931,0.0001781882],"genre_scores_gemma":[0.9989533,0.00009855971,0.0007259084,0.000009366142,0.000003151006,0.00001113201,0.0001338847,0.000002379232,0.00006231367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002722761,"threshold_uncertainty_score":0.005413771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008218727730331261,"score_gpt":0.237171627757559,"score_spread":0.2289529000272277,"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."}}