{"id":"W2534317874","doi":"10.1186/s13223-016-0159-4","title":"Air pollution, epigenetics, and asthma","year":2016,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Trap (plumbing); Asthma; Exposure assessment; Epigenetics; Population; Epigenome; Air pollution; Environmental health; Medicine; Environmental science; Biology; DNA methylation; Immunology; Ecology; Genetics; Environmental engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.0009670383,0.0004191602,0.001496573,0.0000537237,0.0002607963,0.00001740902,0.0003280359,0.001143472,0.001734497],"category_scores_gemma":[0.0003546825,0.0002972544,0.0002544435,0.0001178175,0.001755179,0.0001027816,0.0007009631,0.0006608054,0.001436877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008345144,"about_ca_system_score_gemma":0.0001055664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001635066,"about_ca_topic_score_gemma":0.0002521507,"domain_scores_codex":[0.9962004,0.0009060698,0.001302193,0.0007968333,0.0001507311,0.0006437332],"domain_scores_gemma":[0.9979103,0.0007175856,0.0004951361,0.0005038779,0.00001186541,0.0003612556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001867778,0.00007320802,0.00004094596,0.0001816797,0.0001939744,0.000008358724,0.00002549556,1.369581e-7,1.014907e-7,0.001051634,0.003546431,0.9948593],"study_design_scores_gemma":[0.0003869201,0.0005665022,0.01258478,0.000856547,0.00003243436,0.00009378628,0.00001265504,0.000001697651,9.026247e-8,0.0009281855,0.9841956,0.0003407524],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001702518,0.9935875,0.0001670118,0.003500222,0.0005619972,0.0003042085,0.00002827808,0.00004379511,0.001636761],"genre_scores_gemma":[0.00006287883,0.994734,0.0003533886,0.002477914,0.0002282866,0.00002068502,0.00001909269,0.00003588851,0.002067795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9945186,"threshold_uncertainty_score":0.999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05859589151160691,"score_gpt":0.3810783135025753,"score_spread":0.3224824219909683,"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."}}