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Record W2073831898 · doi:10.3899/jrheum.091066

Abatacept for Rheumatoid Arthritis: A Cochrane Systematic Review

2010· review· en· W2073831898 on OpenAlexaffvenue
Lara Maxwell, Jasvinder A. Singh

Bibliographic record

VenueThe Journal of Rheumatology · 2010
Typereview
Languageen
FieldMedicine
TopicRheumatoid Arthritis Research and Therapies
Canadian institutionsInstitute of Population and Public HealthUniversity of Ottawa
FundersNational Center for Research ResourcesCenter for Clinical and Translational ResearchNational Institutes of HealthGeorgia Clinical and Translational Science AllianceU.S. Department of Veterans Affairs
KeywordsMedicineAbataceptRheumatoid arthritisSystematic reviewMeta-analysisMEDLINECochrane collaborationPhysical therapyArthritisInternal medicineCochrane LibraryRituximab

Abstract

fetched live from OpenAlex

OBJECTIVE: To perform a systematic review of efficacy and safety of abatacept in patients with rheumatoid arthritis (RA). METHODS: We searched the Cochrane Library, MEDLINE, EMBASE, ACP Journal Club, and Biosis Previews for randomized controlled trials (RCT) comparing abatacept alone or in combination with disease modifying antirheumatic drugs (DMARD)/biologics to placebo or other DMARD/biologics in patients with RA. Two reviewers independently assessed search results, risk of bias, and extracted data. RESULTS: Seven trials with 2908 patients were included. Compared with placebo, patients with RA treated with abatacept were 2.2 times more likely to achieve an American College of Rheumatology 50% response (ACR50) at one year (relative risk 2.21, 95% CI 1.73, 2.82) with a 21% (95% CI 16%, 27%) absolute risk difference between groups. The number needed to treat to achieve an ACR50 response was 5 (95% CI 4, 7). Significantly greater improvements in physical function, disease activity, pain, and radiographic progression were noted in abatacept-treated patients compared to placebo. Total adverse events (AE) were greater in the abatacept group (RR 1.05, 95% CI 1.01, 1.08). Other harm outcomes were not significant, with the exception of serious infections at 12 months, which were more common in the abatacept group versus control group (Peto odds ratio 1.91, 95% CI 1.07, 3.42). Serious AE were more numerous in the abatacept + etanercept group versus the placebo + etanercept group (RR 2.30, 95% CI 1.15, 4.62). CONCLUSION: Abatacept seems to be efficacious and safe in the treatment of RA. Abatacept should not be used in combination with other biologics to treat RA. Further longterm studies and postmarketing surveillance are required to assess for longer-term harms and sustained efficacy.

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)0.011
metaresearch head score (Gemma)0.030
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.016
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.030
Meta-epidemiology (narrow)0.0030.002
Meta-epidemiology (broad)0.0150.010
Bibliometrics0.0160.014
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0030.002
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0090.001

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 head0.027
GPT teacher head0.349
Teacher spread0.322 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations114
Published2010
Admission routes2
Has abstractyes

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