{"id":"W4367606491","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a5940","title":"Pm <sub>2.5</sub> -induced DNA Methylation Alterations in Patients With Fibrotic Interstitial Lung Disease","year":2023,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Interstitial lung disease; DNA methylation; Lung; Methylation; DNA; Disease; Medicine; Pathology; Cancer research; Biology; Genetics; Internal medicine; Gene; Gene expression","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":[0.0001172314,0.0002283063,0.0003171717,0.000399002,0.0002283936,0.0003282561,0.0001953153,0.0002978528,0.002156648],"category_scores_gemma":[0.0004519478,0.0001373621,0.0002078667,0.0004702548,0.000127664,0.0001440402,0.0001428038,0.000258743,0.000214462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688259,"about_ca_system_score_gemma":0.0001068669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153921,"about_ca_topic_score_gemma":0.001572672,"domain_scores_codex":[0.9998667,0.00002958341,0.00001111791,0.00004588089,0.00002143077,0.00002524334],"domain_scores_gemma":[0.9998137,0.00004139397,0.0000846527,0.00001013874,0.00002288957,0.00002730608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001592974,0.00005655794,0.951682,0.0001024009,0.0002941771,0.0008382931,0.000194644,0.0001112937,0.0325698,0.0001049612,0.000563321,0.0118895],"study_design_scores_gemma":[0.00001206665,0.0000961014,0.9970767,0.000005530644,0.00008782428,0.0008428792,0.00007928582,0.0001411895,0.001143128,0.00007975456,0.0004316069,0.000003845314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964586,0.001405657,0.0002562603,0.0001226338,0.00002529741,0.000007857914,0.0005858399,0.00001513189,0.001122792],"genre_scores_gemma":[0.999025,0.00014028,0.0001083619,0.0000551916,0.0000216526,0.000006326031,0.0002304293,0.000004565238,0.0004081538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002156648,"threshold_uncertainty_score":0.007214725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009952371811415934,"score_gpt":0.2454287357192543,"score_spread":0.2354763639078384,"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."}}