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Record W2599361741 · doi:10.3899/jrheum.161235

Patients with Early Rheumatoid Arthritis in the 2000s Have Equal Disability and Pain Despite Less Disease Activity Compared with the 1990s: Data from the BARFOT Study over 8 Years

2017· article· en· W2599361741 on OpenAlexvenueno aff
Maria Andersson, Kristina Forslind, Ingiäld Hafström

Bibliographic record

VenueThe Journal of Rheumatology · 2017
Typearticle
Languageen
FieldMedicine
TopicRheumatoid Arthritis Research and Therapies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCohortRheumatoid arthritisRheumatologyInternal medicinePhysical therapyCohort study

Abstract

fetched live from OpenAlex

OBJECTIVE: To compare outcomes over the first 8 years in patients with early rheumatoid arthritis (RA) recruited in the 1990s and the 2000s, with a special focus on functional disability and its possible predictors. METHODS: Data were acquired from 1938 patients with early RA (American College of Rheumatology 1987 criteria) included in the BARFOT study, who had completed the 8-year followup. The patients were divided into 2 cohorts: cohort 1 (n = 928, 68% women) included from 1992 to 1999 and cohort 2 (n = 1010, 70% women) included from 2000 to 2006. Health Assessment Questionnaire (HAQ), 28-joint Disease Activity Score (DAS28), visual analog scale pain, and radiographs of hands and feet scored by the van der Heijde modified Sharp method were assessed during the 8 years. Longitudinal data analyses were performed using a generalized linear model. RESULTS: Despite more active medical treatment during the 2000s, the courses of HAQ and pain showed no difference between the cohorts during followup, in either women or in men, with significantly higher levels in women compared with men. However, as expected, disease activity decreased more over time in cohort 2 compared with cohort 1, for both sexes, and women in cohort 2 had less radiographic progression compared with cohort 1. HAQ was associated with DAS28, pain, radiological scores, and sex in both cohorts, and in cohort 2 also with age and smoking. CONCLUSION: Patients included in the 2000s had lower disease activity, but not less activity limitation and pain over 8 years of followup despite more active treatment. Pain, aging, and smoking might explain why patients included in the 2000s still had the same disability levels as those included in the 1990s.

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)0.004
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 score0.010
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.035
GPT teacher head0.297
Teacher spread0.262 · 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

Citations55
Published2017
Admission routes1
Has abstractyes

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