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360. THE EFFECT OF PLASMA EXCHANGE ON END-STAGE RENAL DISEASE AND DEATH IN PATIENTS WITH SEVERE ANCA-ASSOCIATED VASCULITIS

2019· article· en· W2930304047 on OpenAlexaffabout
Michael Walsh, Peter A. Merkel, David Jayne

Bibliographic record

VenueLara D. Veeken · 2019
Typearticle
Languageen
FieldMedicine
TopicVasculitis and related conditions
Canadian institutionsMcMaster UniversitySt. Joseph’s Healthcare Hamilton
FundersGenentechF. Hoffmann-La Roche
KeywordsMedicineANCA-Associated VasculitisVasculitisEnd stage renal diseaseInternal medicineStage (stratigraphy)PathologyImmunologyDiseaseGastroenterology

Abstract

fetched live from OpenAlex

Background: Anti-neutrophil cytoplasm antibodies (ANCA) may be pathogenic in ANCA- associated vasculitis. Rapid removal of ANCA by plasma exchange as an adjuvant to immune suppression and glucocorticoids may prevent progressive disease resulting in end-stage renal disease and death. Methods: We performed an open-label, 2-by-2 factorial randomized trial to separately evaluate plasma exchange and two regimens of oral glucocorticoids in patients with severe ANCA-associated vasculitis defined by glomerular filtration rate < 50ml/min or diffuse lung hemorrhage or both. To evaluate plasma exchange, participants were randomly assigned to either 7 plasma exchanges in 14 days or no plasma exchange. All patients received intravenous glucocorticoids and a tapering course of oral glucocorticoids, with cyclophosphamide or rituximab. Patients were followed up to 7 years for the primary composite outcome of death from any cause or end-stage renal disease. Results: The primary outcome occurred in 100 of 352 patients (28.4%) in the plasma exchange group and 109 of 352 patients (30.9%) in the control group (hazard ratio 0.86, 95% confidence interval [CI] 0.65 to 1.13; p = 0.27). No benefits were detected for either component of the primary outcome (hazard ratio for death 0.87, 95% CI 0.59 to 1.29 and for end-stage renal disease 0.81, 95% CI 0.57 to 1.13). There was no evidence of benefit in any pre-defined subgroup. Sixty-four percent of patients in both groups experienced at least one serious adverse event. Conclusion: Plasma exchange did not reduce the risk of death or end-stage renal disease in patients with severe ANCA-associated vasculitis. Disclosures: National Institute for Health Research (UK): HTA 08/56/04; Food and Drug Administration/National Institutes of Health (USA): FDA R01 FD003516 and the National Institutes of Health (USA) - National Institute of Arthritis and Musculoskeletal and Skin Diseases: U54 AR0573319; National Health and Medical Research Council (Australia): 626939; National Health and Medical Research Council (Australia): APP1086192; National Health and Medical Research Council (Australia): 631731; National Health and Medical Research Council (Australia): APP1092957; Canadian Institutes of Health Research (Canada): 211079; Canadian Institutes of Health Research (Canada): 159662, French Ministry of Health Programme Hospitalier de Recherche Clinique (France): AOM11142, Research Committee on Intractable Vasculitides, the Ministry of Health, Labour and Welfare of Japan; and The Japan Agency for Medical Research and Development (AMED): The Strategic Study Group to Establish the Evidence for Intractable Vasculitis Guideline (Japan); TermuoBCT, TerumoBCT Mexico, Fresenius Medical Care Australia, Baxter Healthcare Pty Ltd (Australia), and Asahi Kasei Medical Co., Ltd. provided in-kind plasma exchange disposables.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.213
Teacher spread0.208 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2019
Admission routes2
Has abstractyes

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