{"id":"W3023062131","doi":"10.1183/13993003.00217-2020","title":"Epigenome-wide association study of DNA methylation and adult asthma in the Agricultural Lung Health Study","year":2020,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université du Québec à Chicoutimi","funders":"National Institute on Minority Health and Health Disparities; Abbott Diagnostics; National Cancer Institute; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; NIH Office of the Director; National Heart, Lung, and Blood Institute; Bundesamt für Umwelt; Chinese Society of Clinical Oncology; ZonMw; Lungenliga Schweiz; National Institute of Environmental Health Sciences; Bundesamt für Gesundheit; European Commission; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust; National Institutes of Health; Heinz Endowments; National Institute of Allergy and Infectious Diseases; Freiwillige Akademische Gesellschaft; SUVA; North Carolina State University; Canadian Institutes of Health Research; Wellcome; National Science Foundation","keywords":"Epigenome; Medicine; DNA methylation; Asthma; Association (psychology); Agriculture; Genome-wide association study; Lung; Methylation; Environmental health; DNA; Genetics; Internal medicine; Gene; Genotype; Single-nucleotide polymorphism; Biology","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":[0.001114465,0.0002519551,0.0004848435,0.0005744318,0.0005067221,0.0004532991,0.0004305002,0.0004938234,0.001534243],"category_scores_gemma":[0.002351534,0.0002731922,0.0004443778,0.001507813,0.0001883736,0.0002967211,0.0005556358,0.0007101436,0.0002369416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939358,"about_ca_system_score_gemma":0.0003037045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01265725,"about_ca_topic_score_gemma":0.01177806,"domain_scores_codex":[0.9990284,0.0003854836,0.00006782468,0.0002987478,0.0001240469,0.00009530522],"domain_scores_gemma":[0.9992042,0.0001331103,0.0002366735,0.0001447156,0.0001279029,0.0001534153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004958686,0.00004086128,0.9935208,0.00002829698,0.0005666789,0.0001056749,0.0001339966,0.00008838806,0.001587798,0.0001109302,0.0009674198,0.0023533],"study_design_scores_gemma":[0.00003132931,0.00004332418,0.9987211,0.00000584901,0.0000975246,0.00005644124,0.00004324306,0.00009904234,0.00007065706,0.0000544025,0.000774126,0.00000296977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871454,0.001581428,0.001053649,0.0004026617,0.00003367348,0.00006300016,0.008271472,0.0000220666,0.001426756],"genre_scores_gemma":[0.9940234,0.0004385426,0.0008418175,0.0001181034,0.00002729193,0.0001047189,0.003669086,0.000009131779,0.0007679454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01265725,"threshold_uncertainty_score":0.02516717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243945766092035,"score_gpt":0.3102810546851403,"score_spread":0.27784159702422,"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."}}