{"id":"W4413286557","doi":"10.1111/all.70016","title":"Multi‐Ancestry Epigenome‐Wide Association Study of Asthma Exacerbations","year":2025,"lang":"en","type":"letter","venue":"Allergy","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Fundación Canaria Instituto de Investigación Sanitaria de Canarias; European Social Fund; National Heart, Lung, and Blood Institute; Agencia Estatal de Investigación; New York Genome Center; Broad Institute; European Regional Development Fund; American Asthma Foundation; Robert Wood Johnson Foundation; Instituto de Salud Carlos III; Sandler Foundation; Ministerio de Ciencia, Innovación y Universidades; National Institute on Minority Health and Health Disparities; Tobacco-Related Disease Research Program","keywords":"Epigenome; Asthma; Medicine; Association (psychology); Genome-wide association study; Immunology; Genetics; Biology; DNA methylation; Single-nucleotide polymorphism; Genotype; Psychology; Gene","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":[0.0009654344,0.0003542136,0.0004728297,0.0006819255,0.000643819,0.0005542194,0.00046947,0.0007553837,0.003107653],"category_scores_gemma":[0.00197024,0.000281027,0.0008039948,0.001795844,0.0001616194,0.0002920489,0.0006737107,0.001117772,0.0002914692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872269,"about_ca_system_score_gemma":0.0003075416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006587993,"about_ca_topic_score_gemma":0.009504975,"domain_scores_codex":[0.9989473,0.0003167592,0.00008335085,0.0004302965,0.000115771,0.0001065674],"domain_scores_gemma":[0.999355,0.0001470791,0.0001731588,0.000121247,0.0000871395,0.00011646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007768794,0.00006052851,0.9820917,0.00009718613,0.00238879,0.0002503199,0.0001476694,0.0002167868,0.003969224,0.0002887056,0.001571747,0.008140568],"study_design_scores_gemma":[0.0000221265,0.00007831652,0.9968522,0.00001886251,0.0005757448,0.0002508398,0.00005526939,0.0004581113,0.000215807,0.0001656842,0.001299781,0.000007290722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827859,0.004949108,0.002783919,0.000795721,0.00009980547,0.00003860547,0.00643096,0.00005125312,0.00206477],"genre_scores_gemma":[0.9945339,0.0008906253,0.001400249,0.0001584282,0.0000693546,0.00004714212,0.002085139,0.00002005349,0.0007951176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006587993,"threshold_uncertainty_score":0.01309925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999506167128035,"score_gpt":0.2773541207315126,"score_spread":0.2573590590602323,"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."}}