{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007170693,0.0005978586,0.001005716,0.001536692,0.0002736436,0.0008191761,0.0006361991,0.001185596,0.005535551],"category_scores_gemma":[0.0007437553,0.0001716994,0.0006352261,0.001186165,0.0003562844,0.001308949,0.0005423486,0.002056503,0.001749969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006120186,"about_ca_system_score_gemma":0.001182328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000855915,"about_ca_topic_score_gemma":0.002213873,"domain_scores_codex":[0.9997485,0.00006366507,0.00004169248,0.00003853315,0.00008574574,0.00002192059],"domain_scores_gemma":[0.9996151,0.0002015505,0.00005332103,0.00000887581,0.00009458776,0.00002659356],"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":[0.00009064358,0.00007012688,0.0001114577,0.01685178,0.00006847887,0.000162329,0.00004328363,0.000286361,0.001025506,0.004184467,0.03126289,0.9458427],"study_design_scores_gemma":[0.00003945365,0.0001506548,0.000833086,0.008940488,0.0001634657,0.001280827,0.00007409917,0.0001560062,0.0002383432,0.002853386,0.9852524,0.00001770062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005926583,0.9985543,0.00006827078,0.0005303906,0.0001813744,0.000003009675,0.0000122215,0.000004950039,0.0005863449],"genre_scores_gemma":[0.0005032948,0.9982318,0.0001927841,0.0004692577,0.0001937621,0.000006548938,0.00002985829,0.00000127607,0.0003714599],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005535551,"threshold_uncertainty_score":0.01851821,"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."}}