{"id":"W2135383413","doi":"10.1139/bcb-2014-0126","title":"Epigenetics in idiopathic pulmonary fibrosis","year":2015,"lang":"en","type":"review","venue":"Biochemistry and Cell Biology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Celgene; Gilead Sciences; Sanofi","keywords":"Epigenetics; Epigenomics; Idiopathic pulmonary fibrosis; Disease; Lung cancer; Epigenesis; Immunology; Pulmonary fibrosis; Lung; Bioinformatics; Biology; Etiology; Medicine; Fibrosis; DNA methylation; Pathology; Genetics; Gene; Internal medicine; Gene expression","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"],"consensus_categories":[],"category_scores_codex":[0.0002294728,0.0004508987,0.001574122,0.0001019024,0.00003869158,0.00001207501,0.0001602471,0.001078133,0.00005114196],"category_scores_gemma":[0.00003698373,0.0003682875,0.0003369956,0.0001809861,0.0002097136,0.00001502906,0.000160797,0.0004986408,0.0000358394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312144,"about_ca_system_score_gemma":0.0005933549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002057853,"about_ca_topic_score_gemma":2.945714e-7,"domain_scores_codex":[0.9981831,0.0001039969,0.0005858343,0.0006493654,0.00009552571,0.0003821892],"domain_scores_gemma":[0.9990109,0.00003587193,0.0001880749,0.0004002684,0.00005735793,0.0003075164],"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":[0.0004582487,0.000395241,0.0001122186,0.0720442,0.00007389565,0.0004616459,0.00001856194,6.512531e-8,0.003380342,0.00002782107,0.0004671925,0.9225606],"study_design_scores_gemma":[0.0002542799,0.0007218447,0.000003996657,0.009529349,0.0006396994,0.0003363388,0.00002695942,0.000008350735,0.0003248123,0.00005495582,0.9876923,0.0004071153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004543614,0.9903421,0.000001612515,0.00002386018,0.0001713365,0.0003470253,0.0002150796,0.00002857305,0.008415991],"genre_scores_gemma":[0.007210508,0.9898772,0.00005199308,0.00004391711,0.0005487709,0.00006920035,0.0008469356,0.00004015574,0.001311295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9872251,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529249023854818,"score_gpt":0.3002523648734224,"score_spread":0.2749598746348743,"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."}}