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Record W2080352810 · doi:10.3899/jrheum.130767

Joint Damage Progression in Patients with Rheumatoid Arthritis in Clinical Remission. Do Biologics Perform Better Than Synthetic Antirheumatic Drugs?

2014· article· en· W2080352810 on OpenAlexaffvenue
Elena Ciubotariu, Cem Gabay, Axel Finckh

Bibliographic record

VenueThe Journal of Rheumatology · 2014
Typearticle
Languageen
FieldMedicine
TopicRheumatoid Arthritis Research and Therapies
Canadian institutionsHôpital du Sacré-Cœur de Montréal
FundersSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungNational Science Foundation
KeywordsMedicineRheumatoid arthritisInternal medicineConfoundingRheumatologyCohortObservational studyPhysical therapy

Abstract

fetched live from OpenAlex

OBJECTIVE: Randomized controlled studies have demonstrated protective advantages of biologic therapies over the synthetic disease-modifying antirheumatic drugs (DMARD) in slowing joint damage progression in patients with rheumatoid arthritis (RA). This effect appears to be largely independent of the clinical disease control. We measured the rate of radiographic progression in patients with RA in clinical remission treated with synthetic versus biologic DMARD. METHODS: This is an observational cohort study of patients with RA in clinical remission, nested within the Swiss Clinical Quality Management in Rheumatoid Arthritis (SCQM-RA) Registry. The primary study outcome was the rate of radiographic progression (Ratingen erosion score), and a secondary outcome was functional disability [Health Assessment Questionnaire-Disability Index (HAQ-DI)] progression. We compared the rate of progression between synthetic and biologic DMARD using a multivariate regression model for longitudinal data, adjusting for potential confounders. RESULTS: A total of 2055 patients in the SCQM-RA registry were in remission at least once from 1999 to 2012 and met the study inclusion criteria. Baseline characteristics of patients in remission receiving synthetic and biologic DMARD were not significantly different in terms of prognostic factors for joint damage progression. During followup, erosion progression differed significantly between the 2 groups [1.4% (95% CI: 1.1-1.6) vs 0.9% (95% CI: 0.5-1.2) of progression over 3 years, respectively, p < 0.001], with less damage progression in patients treated with biologic DMARD than with synthetic DMARD. This difference remained significant after adjusting for confounding factors. The evolution of the HAQ-DI score was also statistically better in the biologic group (p < 0.001). CONCLUSION: This observational study confirms that the rate of structural damage progression in clinical remission is decreased taking biologics compared to synthetic DMARD. However, while the difference is statistically significant it is probably not relevant from a clinical perspective.

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)0.007
metaresearch head score (Gemma)0.013
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 score0.007
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.013
GPT teacher head0.283
Teacher spread0.270 · 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

Citations30
Published2014
Admission routes2
Has abstractyes

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