{"id":"W3036251665","doi":"10.1164/rccm.202003-0836pp","title":"Air Pollution and Interstitial Lung Diseases: Defining Epigenomic Effects","year":2020,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; St. Paul's Hospital; University of British Columbia","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; Regeneron Pharmaceuticals; Canada Research Chairs; F. Hoffmann-La Roche; Michael Smith Health Research BC; CHEST Foundation","keywords":"Medicine; Epigenomics; Intensive care medicine; Air pollution; Pollution; Lung; Internal medicine; Genetics","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":[0.000573196,0.0002853168,0.0004478022,0.00118729,0.0002538907,0.0008135848,0.0002542892,0.0003737495,0.001704564],"category_scores_gemma":[0.0009890429,0.0001720793,0.0005417939,0.001216145,0.0003353431,0.0005901316,0.0007470388,0.000460535,0.0001594477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523481,"about_ca_system_score_gemma":0.0001942206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533534,"about_ca_topic_score_gemma":0.002444753,"domain_scores_codex":[0.999622,0.0001065711,0.00002322337,0.0001266413,0.00005406675,0.00006741974],"domain_scores_gemma":[0.9991347,0.0002918823,0.0002411266,0.0000968859,0.0001235738,0.000111863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009582501,0.00007631181,0.8979527,0.00014523,0.0009200972,0.0003277306,0.0002679365,0.0004049619,0.0638408,0.0006750224,0.0003572575,0.03407377],"study_design_scores_gemma":[0.000003001208,0.00009033839,0.9969357,0.0000105861,0.0001540762,0.000177642,0.0001184841,0.0001405754,0.001083388,0.0003861762,0.0008946935,0.000005338723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764522,0.01361634,0.003299389,0.0005806896,0.00006857407,0.00002502196,0.00218881,0.00003784128,0.003731176],"genre_scores_gemma":[0.9937196,0.002808974,0.001087364,0.0002760879,0.0001015293,0.00001754461,0.0007621411,0.00001727385,0.001209499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001704564,"threshold_uncertainty_score":0.005702376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765908556469701,"score_gpt":0.3183828143380443,"score_spread":0.3007237287733472,"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."}}