{"id":"W4387948572","doi":"10.1007/s40265-023-01950-0","title":"Current and Future Treatment Landscape for Idiopathic Pulmonary Fibrosis","year":2023,"lang":"en","type":"review","venue":"Drugs","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Universitätsklinikum Essen","keywords":"Nintedanib; Medicine; Pirfenidone; Idiopathic pulmonary fibrosis; Clinical trial; Intensive care medicine; Disease; Drug development; Clinical endpoint; Internal medicine; Lung; Drug; Pharmacology","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":[0.000166734,0.0006306985,0.002047971,0.0002573869,0.0001569927,0.00004867886,0.00012452,0.0003648968,0.00003373675],"category_scores_gemma":[0.00001827178,0.0004428388,0.001212064,0.0002639226,0.00005742378,0.00005584301,0.00008171852,0.0002773345,0.0001214189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008312,"about_ca_system_score_gemma":0.0004255293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052483,"about_ca_topic_score_gemma":7.600653e-7,"domain_scores_codex":[0.9979234,0.00007055283,0.000593644,0.0007185455,0.0002433879,0.0004504062],"domain_scores_gemma":[0.9988429,0.0001090092,0.0002197444,0.0004211579,0.00007387102,0.0003333504],"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":[0.0003332822,0.0001704618,0.000003701257,0.07530436,0.0002327322,0.00006615663,0.0000807156,1.895993e-8,4.256507e-7,0.0001899278,0.001929201,0.921689],"study_design_scores_gemma":[0.0004432879,0.001542323,0.000009511143,0.03527696,0.004137685,0.0001394697,0.00009667746,0.00004750277,3.118919e-7,0.00004340812,0.9578732,0.00038963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001126875,0.9944902,0.00000460014,0.0002269784,0.001190542,0.002150448,0.001335646,0.0001759999,0.0004143335],"genre_scores_gemma":[0.00003377104,0.9901477,0.00003995287,0.00002356316,0.005970438,0.001081052,0.001505677,0.0001527588,0.001045097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9559441,"threshold_uncertainty_score":0.9998024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746512349581604,"score_gpt":0.3395187922293471,"score_spread":0.3020536687335311,"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."}}