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Record W2534587530 · doi:10.1093/rheumatology/kew121

O49 Synovial Lymphocytic Aggregates Associate with Highly Active RA and Predict Erosive Disease Progression at 12 Months: Results from the Pathobiology of Early Arthritis Cohort

2016· article· en· W2534587530 on OpenAlexaff
Maria DiCicco, Frances Humby, Stephen Kelly, Hands Rebecca, Vidalba Rocher, Lu Zou, Lewis Myles, Arti Mahto, Kevin Blighe, Nora Ng, Iain B. McInnes, Peter C. Taylor, Robert Landewé, A. van der Helm-van Mil, Désirée van der Heijde, Costantino Pitzalis

Bibliographic record

VenueLara D. Veeken · 2016
Typearticle
Languageen
FieldMedicine
TopicRheumatoid Arthritis Research and Therapies
Canadian institutionsInstitute of Infection and Immunity
Fundersnot available
KeywordsMedicineCohortArthritisDiseaseImmunologyInternal medicinePathology

Abstract

fetched live from OpenAlex

Background: The inflammatory cell infiltrate in RA synovial tissue has long been recognized to organize into lymphocytic aggregates, with data suggesting that these structures are immunologically competent and can support chronic inflammation. However, their clinical significance has been controversial, with conflicting publications reporting diverse associations with disease outcome. Therefore the aim of this study was to determine in an early RA cohort whether synovial pathotypes associate with clinical phenotype and predict radiographic damage at 12 months. Methods: A cohort of 119 consecutive DMARD-naive early RA patients (<12 months duration, 2010 ACR/EULAR criteria) were recruited as part of the Medical Research Council–funded Pathobiology of Early Arthritis Cohort (PEAC; http://www.peac-mrc.mds.qmul.ac.uk/) at Barts and the London Hospital and underwent a pretreatment baseline US-guided synovial biopsy. Baseline demographics [including ESR, CRP, RF, ACPA and 28-joint DAS (DAS28)] and US score [0–3, synovial thickness (ST) and power Doppler (PD) of biopsied joint and 12-joint total US score (10 MCP and 2 wrist joints)] at baseline were determined (Table 1). Furthermore, baseline and 12-month hand and foot radiographs underwent Sharp/van der Heijde scoring (SvH). All patients were treated with DMARD combination therapy with or without oral steroids with a treat-to-target approach (DAS28, CD68+, +/- grade 1 aggregates). Finally, significant differences in clinical parameters at baseline and progression in SvH (≥1) score at 12 months between synovial pathotypes was determined.

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)0.001
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
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 head0.008
GPT teacher head0.234
Teacher spread0.227 · 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

Citations1
Published2016
Admission routes1
Has abstractyes

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