{"id":"W2784359612","doi":"10.1016/s2213-2600(18)30022-5","title":"Idiopathic pulmonary fibrosis: idiopathic no more?","year":2018,"lang":"en","type":"letter","venue":"The Lancet Respiratory Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute; U.S. Department of Veterans Affairs","keywords":"Idiopathic pulmonary fibrosis; Medicine; Pathology; Usual interstitial pneumonia; Pulmonary fibrosis; Honeycombing; Asbestosis; Fibrosis; Interstitial lung disease; Lung; Nintedanib; Idiopathic interstitial pneumonia; Connective tissue; Connective tissue disease; Disease; Internal medicine; Autoimmune disease","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":[0.00461402,0.001240298,0.002192247,0.001062988,0.004681163,0.00616379,0.002041416,0.07827099,0.01287612],"category_scores_gemma":[0.02779885,0.0008809998,0.001220945,0.0007274044,0.006006786,0.007596283,0.003605871,0.0558668,0.008951489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004352198,"about_ca_system_score_gemma":0.004230115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237769,"about_ca_topic_score_gemma":0.005644868,"domain_scores_codex":[0.9949072,0.001751699,0.0005932584,0.0005513941,0.001457037,0.0007394565],"domain_scores_gemma":[0.9885939,0.005869719,0.0009944786,0.0003729967,0.001537705,0.002631067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004491484,0.00003492368,0.0004287899,0.0001023955,0.00001255519,0.001592191,0.0001305579,0.00002328714,0.0001305991,0.005177469,0.9840618,0.008260576],"study_design_scores_gemma":[0.0001853151,0.00005717017,0.0007950622,0.0007419004,0.00002638797,0.002538824,0.0006122486,0.0001912272,0.00008873294,0.01690945,0.9777992,0.00005439615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001026196,0.004091615,0.00002574766,0.9697534,0.02421583,0.000003700773,0.00001494574,0.000006540696,0.001785589],"genre_scores_gemma":[0.002129366,0.003144307,0.0000735002,0.8692672,0.1192798,0.00001916543,0.00001901186,0.00001558519,0.006051993],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07827099,"threshold_uncertainty_score":0.04307491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133456745044257,"score_gpt":0.3018348070167834,"score_spread":0.2605002395663408,"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."}}