{"id":"W3042811602","doi":"10.1097/mcp.0000000000000712","title":"Progressive fibrosing interstitial lung disease: treatable traits and therapeutic strategies","year":2020,"lang":"en","type":"article","venue":"Current Opinion in Pulmonary Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Pirfenidone; Nintedanib; Interstitial lung disease; Idiopathic pulmonary fibrosis; Disease; Vital capacity; Clinical trial; Progressive disease; Internal medicine; Pulmonary fibrosis; Intensive care medicine; Fibrosis; Oncology; Lung; Diffusing capacity; Lung function","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001158579,0.0003529629,0.0005420751,0.0001590235,0.0001054145,0.0000372853,0.0001343623,0.00007888144,0.0003367074],"category_scores_gemma":[0.00007948824,0.000281074,0.0001066971,0.0003144247,0.0003838498,0.0002744163,0.00008809304,0.0003985288,0.000009336137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008986302,"about_ca_system_score_gemma":0.0002209829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001659512,"about_ca_topic_score_gemma":1.580585e-7,"domain_scores_codex":[0.9979596,0.00009160965,0.000510451,0.000610707,0.0004095007,0.0004181541],"domain_scores_gemma":[0.9989022,0.00007098648,0.0001203107,0.0001521608,0.00008013363,0.0006742167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1260173,0.005697988,0.1081594,0.07233131,0.0008287847,0.004727473,0.01920325,0.0003301976,0.03089944,0.03055998,0.03902237,0.5622225],"study_design_scores_gemma":[0.02408066,0.02261768,0.4572147,0.09309752,0.002259342,0.001875556,0.01822271,0.2486506,0.0001231786,0.004055121,0.1241093,0.003693608],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1900384,0.7432129,0.003346476,0.04433471,0.007210134,0.004940888,0.0004214662,0.0006792889,0.005815696],"genre_scores_gemma":[0.9947508,0.00203504,0.00003581551,0.0002838035,0.002473999,0.00007817137,0.0002705098,0.00003973593,0.00003214247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8047124,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0498077888360118,"score_gpt":0.3458319437247499,"score_spread":0.2960241548887381,"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."}}