{"id":"W4211080098","doi":"10.1136/thoraxjnl-2021-217976","title":"Medical treatments for idiopathic pulmonary fibrosis: a systematic review and network meta-analysis","year":2022,"lang":"en","type":"review","venue":"Thorax","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Ottawa; Dalhousie University; St. Joseph's Hospital; McMaster University","funders":"","keywords":"Medicine; Nintedanib; Pirfenidone; Idiopathic pulmonary fibrosis; Internal medicine; Relative risk; Meta-analysis; Placebo; Sildenafil; Randomized controlled trial; Adverse effect; Confidence interval; Lung; Pathology","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":[0.02668341,0.003057238,0.02038615,0.01069544,0.0007533007,0.003072735,0.002693582,0.002360951,0.004356239],"category_scores_gemma":[0.0587684,0.001520147,0.03855363,0.01007791,0.0008382422,0.002216495,0.002148991,0.002181325,0.0003019506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003208764,"about_ca_system_score_gemma":0.003714241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007738961,"about_ca_topic_score_gemma":0.0143533,"domain_scores_codex":[0.9730029,0.01696945,0.005190595,0.001962971,0.002409538,0.000464603],"domain_scores_gemma":[0.9547471,0.03581119,0.005760327,0.0009766581,0.002267651,0.0004370806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0012726,0.00002346729,0.003789012,0.2804997,0.7032926,0.0000884593,0.00006548433,0.0006367132,0.00007480507,0.0001582052,0.0006744615,0.009424444],"study_design_scores_gemma":[0.0006862491,0.0001268031,0.00293007,0.02245848,0.9716737,0.00008586797,0.00003284238,0.0003495245,0.00004787018,0.0003213072,0.001264813,0.00002239047],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004216005,0.9923288,0.001153567,0.0003963398,0.000171712,0.000493599,0.0008925168,0.00003251789,0.0003149034],"genre_scores_gemma":[0.2253282,0.7608204,0.006852292,0.001321558,0.000384904,0.003079029,0.001812576,0.00004921931,0.0003518178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02668341,"threshold_uncertainty_score":0.1411171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000695074552096,"score_gpt":0.3773677871596844,"score_spread":0.2772982797044748,"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."}}