MétaCan
Menu
Back to cohort
Record W1981775802 · doi:10.1002/art.30310

Tumor necrosis factor therapy and the risk of serious infection and malignancy in patients with early rheumatoid arthritis: A meta-analysis of randomized controlled trials

2011· review· en· W1981775802 on OpenAlexaff
Andrew Thompson, Scott W. Rieder, Janet Pope

Bibliographic record

VenueArthritis & Rheumatism · 2011
Typereview
Languageen
FieldMedicine
TopicRheumatoid Arthritis Research and Therapies
Canadian institutionsSt Joseph's Health CareWestern University
Fundersnot available
KeywordsMedicineInternal medicineRheumatoid arthritisMeta-analysisOdds ratioConfidence intervalMalignancyRandomized controlled trialPlaceboMethotrexateHazard ratioSurgeryPathology

Abstract

fetched live from OpenAlex

OBJECTIVE: To conduct a meta-analysis of the rates of serious infection and malignancy in patients with early rheumatoid arthritis (RA) who have started anti-tumor necrosis factor (anti-TNF) therapy and had not received treatment with disease-modifying antirheumatic drugs (DMARDs) or methotrexate (MTX). METHODS: A systematic literature search was conducted through the summer of 2009. All studies included were randomized, double-blind, placebo-controlled trials involving patients with early RA who were started on anti-TNF therapy without prior DMARD/MTX use. Six trials met the inclusion criteria for the meta-analysis, comprising a total of 2,183 patients receiving biologic therapy and 1,236 patients receiving MTX. The data extracted were from published trials. RESULTS: A pooled odds ratio (OR) (determined using Mantel-Haenszel methods, with a continuity correction designed for sparse data) was calculated for serious infections (requiring hospitalization) and malignancies, comparing anti-TNF therapy to MTX control. The pooled OR for serious infections was 1.28 (95% confidence interval [95% CI] 0.82-2.00) and that for malignancies was 1.08 (95% CI 0.50-2.32). There was no significant difference in either the rate of serious infections or the rate of malignancies between the anti-TNF therapy group and the control group. CONCLUSION: Whereas other meta-analyses have shown an increased risk of serious infection and malignancy in patients receiving anti-TNF therapy, the results of the present meta-analysis show that there is not an increased risk when the patients have early disease and have not previously been treated with DMARDs and/or MTX.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Meta-epidemiology (broad)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.840
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0390.006
Bibliometrics0.0020.001
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.040
GPT teacher head0.292
Teacher spread0.252 · 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 teacher head, not a consensus.

Study designRandomized trial
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

Citations144
Published2011
Admission routes1
Has abstractyes

Explore more

Same venueArthritis & RheumatismSame topicRheumatoid Arthritis Research and TherapiesFrench-language works237,207