{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004693915,0.0005351286,0.0008034636,0.00151853,0.0003151108,0.0008352339,0.0004457813,0.001015279,0.002797],"category_scores_gemma":[0.0007643633,0.0001631719,0.0003579773,0.001338311,0.0005171278,0.0009195821,0.0007564152,0.001172886,0.000930141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000574055,"about_ca_system_score_gemma":0.001159498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103387,"about_ca_topic_score_gemma":0.001962432,"domain_scores_codex":[0.9998516,0.00003577951,0.00002302036,0.00002714846,0.00004862947,0.00001378876],"domain_scores_gemma":[0.9997304,0.0001403781,0.00003512952,0.000007533736,0.00006304913,0.00002351832],"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":[0.00006808244,0.00004392946,0.0006004901,0.01457261,0.0001181801,0.0003692681,0.0001960708,0.0003305542,0.002683582,0.008135721,0.02482531,0.9480561],"study_design_scores_gemma":[0.00001056683,0.00006714746,0.002015352,0.003581854,0.0001183418,0.002430335,0.0001220735,0.0001013195,0.0008332233,0.004075289,0.9866218,0.000022781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001564176,0.99835,0.0001354034,0.0004030764,0.0001808426,0.000003383709,0.00001468239,0.000005747161,0.0007505386],"genre_scores_gemma":[0.001256538,0.9976695,0.0001321665,0.0002116839,0.0001922466,0.000003920536,0.0000253399,9.913781e-7,0.0005075808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002797,"threshold_uncertainty_score":0.009356916,"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."}}