{"id":"W3004897282","doi":"10.1056/nejmoa1803537","title":"Plasma Exchange and Glucocorticoids in Severe ANCA-Associated Vasculitis","year":2020,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":861,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; Hamilton Health Sciences; University of British Columbia; St. Joseph’s Healthcare Hamilton; University of Calgary; Impact; McMaster University; Population Health Research Institute","funders":"Medical Research Council; Canadian Institutes of Health Research; Baxter Healthcare Corporation; Genentech; U.S. Food and Drug Administration; Pfizer; Biogen; InflaRx; Ministry of Health, Labour and Welfare; CSL Behring; National Institute for Health and Care Research; Insmed; Boehringer Ingelheim Japan; Ministère des Affaires Sociales et de la Santé; Health Technology Assessment Programme; Fresenius Medical Care North America; National Health and Medical Research Council; Terumo BCT; AstraZeneca; Barts Charity; Japan Agency for Medical Research and Development; Eli Lilly and Company; Bristol-Myers Squibb; National Center for Research Resources; Asahi Kasei Pharma Corporation; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Sanofi; Celgene; GlaxoSmithKline; Amgen; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Vasculitis; ANCA-Associated Vasculitis; Anti-neutrophil cytoplasmic antibody; Medicine; Immunology; Dermatology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003766732,0.0001367569,0.0005847262,0.0001587705,0.0000395763,0.000007388548,0.0000617016,0.0001178229,0.0007275469],"category_scores_gemma":[0.0007504884,0.00009147367,0.00008266412,0.0003445809,0.00008025114,0.00008798063,0.00001895174,0.0005724735,0.000006041212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004992456,"about_ca_system_score_gemma":0.0001316869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007727752,"about_ca_topic_score_gemma":0.00005273064,"domain_scores_codex":[0.9986658,0.0000778527,0.0005440611,0.0001352601,0.0003746133,0.0002024355],"domain_scores_gemma":[0.9988993,0.0001193034,0.0002003336,0.00008096606,0.0001263275,0.00057381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.001604905,0.0003132719,0.1031864,0.0003529019,0.001288419,0.007857907,0.01816797,0.00006917768,0.005071957,0.0005459547,0.0743814,0.7871597],"study_design_scores_gemma":[0.5119855,0.007904238,0.3309866,0.002603363,0.001279691,0.01070862,0.001415944,0.000814947,0.0001816284,0.001150311,0.1306171,0.0003521107],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186474,0.004951327,0.00008974918,0.07382184,0.0002703911,0.0001581139,0.000005039597,0.00001754215,0.002038572],"genre_scores_gemma":[0.9920495,0.003644909,0.0001613605,0.001885922,0.001878402,0.000001165321,0.00001401875,0.00001631957,0.0003484276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7868077,"threshold_uncertainty_score":0.7966129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926568160786217,"score_gpt":0.2487355479001242,"score_spread":0.2294698662922621,"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."}}