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Record W2164226482 · doi:10.3899/jrheum.090874

Effectiveness of Leflunomide in Patients with Juvenile Idiopathic Arthritis in Clinical Practice

2010· article· en· W2164226482 on OpenAlexvenueno aff
Ivan Foeldvari, Angela Wierk

Bibliographic record

VenueThe Journal of Rheumatology · 2010
Typearticle
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders Research
Canadian institutionsnot available
Fundersnot available
KeywordsLeflunomideMedicineAdverse effectArthritisInternal medicineMethotrexateMedical recordRheumatoid arthritisSurgeryPhysical therapy

Abstract

fetched live from OpenAlex

OBJECTIVE: To evaluate the effectiveness of leflunomide in children with juvenile idiopathic arthritis (JIA) as used in actual clinical practice. METHODS: We conducted a retrospective review of medical records of patients with JIA who initiated leflunomide treatment between April 2001 and October 2006. Data derived from these charts included patient baseline characteristics, reason for starting leflunomide, adverse events, joint outcomes, Childhood Health Assessment Questionnaire (CHAQ) scores, visual analog scale pain and well-being scores, and current treatment status. RESULTS: Fifty-eight patients (33 female, 25 male) were included in this study. Forty-eight patients were switched from methotrexate (MTX) to leflunomide, primarily because of MTX-related adverse events, and leflunomide was added to ongoing MTX in 10 patients. The mean duration of leflunomide therapy was 1.45 years. The mean swollen joint count decreased from 1.40 at treatment initiation to 0.60 at last followup, while the mean tender joint count decreased from 1.83 to 0.29. Improvements were also observed in CHAQ, pain, and well-being scores. At last followup, 44.8% of patients were continuing leflunomide therapy, 29.3% had discontinued because of remission, and the rest had discontinued treatment because of side effects (22.4%) or other reasons (3.4%). CONCLUSION: Leflunomide treatment, as employed in actual clinical practice, was well tolerated and resulted in substantial improvements in joint and functional status outcomes in children with JIA. Approximately 30% of the patients attained remission during leflunomide therapy. Leflunomide is thus a safe and effective alternative for patients with JIA who cannot tolerate or do not respond to MTX monotherapy.

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)0.002
metaresearch head score (Gemma)0.014
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 score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.010
GPT teacher head0.314
Teacher spread0.304 · 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

Citations35
Published2010
Admission routes1
Has abstractyes

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