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Record W4396994756 · doi:10.1681/asn.20213210s1507c

Preferences Regarding Treatment with Plasma Exchange for ANCA-Associated Vasculitis: An International Patient Survey

2021· article· en· W4396994756 on OpenAlexaffabout
David Collister, Alfred Mahr, Mark A. Little, Reem A. Mustafa, Lynn A. Fussner, Alexa Meara, David Jayne, Peter A. Merkel, Michael Walsh

Bibliographic record

VenueJournal of the American Society of Nephrology · 2021
Typearticle
Languageen
FieldMedicine
TopicVasculitis and related conditions
Canadian institutionsMcMaster UniversityUniversity of Manitoba
Fundersnot available
KeywordsANCA-Associated VasculitisMedicineVasculitisDermatologyIntensive care medicineInternal medicineDisease

Abstract

fetched live from OpenAlex

Background: Patient preferences regarding plasma exchange (PLEX) for ANCA-associated vasculitis (AAV) are uncertain. We sought to elicit patient preferences regarding the use of PLEX in AAV. Methods: An online survey was circulated via national vasculitis and kidney patient networks. Respondent characteristics were collected and information regarding PLEX in AAV was provided including its minimal effect on mortality. One year risks of end stage kidney disease (ESKD) and serious infections with and without PLEX in AAV were presented across 5 serum creatinine categories: 150, 250, 350, 450 and 600μmol/L. For each scenario, participants were asked: “If they were a patient with a new diagnosis or relapse of AAV, would they choose treatment with PLEX (yes or no) given its absolute risk reduction in ESKD, but absolute risk increase in serious infections?” Multilevel multivariable logistic regression was performed to identify independent predictors of choosing treatment with PLEX. Results: There were 549 responses. The mean age of respondents was 57.4 (SD 14.5) years, 72.3% were female, and respondents were from the United States (58.1%), United Kingdom (23.7%), Canada (14.0%), and other countries (4.2%). The majority had AAV (86.7%). 190/549 (34.6%) would always choose PLEX and 87/549 (15.8%) would always decline PLEX across the baseline risks of ESKD or serious infections presented. Independent predictors for choosing PLEX included age (OR 0.98, 95% CI 0.96-0.99 per 1 year increase), country (United Kingdom OR 2.73, 95% CI 1.20-6.21), diagnosis (individuals with vasculitis other than AAV were more likely), previous dialysis (OR 3.34, 95% CI 1.37-8.16), previous PLEX (OR 5.13, 95% CI 2.50-10.49), and increased baseline risk of ESKD (Cr 350 and 450μmol/L only). Conclusions: One third of participants would always choose treatment with PLEX across the 5 scenarios presented. The decision to choose PLEX is influenced by age, country, previous dialysis, and the baseline risk of ESKD and serious infections. Patient values and preferences are needed to inform shared decision-making regarding PLEX in AAV.

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)0.003
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.033
GPT teacher head0.288
Teacher spread0.254 · 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 designQualitative
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

Citations1
Published2021
Admission routes2
Has abstractyes

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