{"id":"W2940564010","doi":"10.1111/cea.13403","title":"Epigenome‐wide association studies in asthma: A systematic review","year":2019,"lang":"en","type":"review","venue":"Clinical & Experimental Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; European Respiratory Society","keywords":"Epigenome; DNA methylation; Asthma; Epigenomics; Epigenetics; Genome-wide association study; Methylation; Genetic association; Medicine; Confounding; Bioinformatics; Biology; Genetics; Immunology; Internal medicine; Gene; Single-nucleotide polymorphism; Gene expression; Genotype","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001465336,0.0006572359,0.008838676,0.0001568628,0.00005299611,0.00001747708,0.0003005319,0.0005541447,0.0002234224],"category_scores_gemma":[0.005794481,0.0004397601,0.002255558,0.0003404985,0.0001265421,0.00007171966,0.0002581877,0.0006873326,0.001684607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179805,"about_ca_system_score_gemma":0.0005149902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003457179,"about_ca_topic_score_gemma":0.000002671198,"domain_scores_codex":[0.9931452,0.001323892,0.00362575,0.0008272257,0.0006122047,0.0004657336],"domain_scores_gemma":[0.9939818,0.003225103,0.001581647,0.0007851698,0.0001254623,0.0003008679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001936239,0.001009049,0.0001001042,0.9786116,0.00164859,0.0002224113,0.00004971212,4.271772e-8,1.065827e-7,0.00002094311,0.008642708,0.009675325],"study_design_scores_gemma":[0.000449214,0.0003327027,0.00001513081,0.4751527,0.001028047,0.000006455835,0.0001432284,2.191979e-7,2.132772e-7,0.000001502922,0.5226147,0.0002559453],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002707902,0.9935577,4.424039e-7,0.0001239539,0.0009672574,0.004443232,0.00001672016,0.00006220992,0.0008014426],"genre_scores_gemma":[0.00001932449,0.9898743,0.00002400517,0.003915082,0.0003897258,0.00101407,0.0001184355,0.00009126131,0.004553814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5139719,"threshold_uncertainty_score":0.9998054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1962758783870279,"score_gpt":0.5061633713055581,"score_spread":0.3098874929185302,"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."}}