The early pattern of joint involvement predicts disease progression in children with oligoarticular (pauciarticular) juvenile rheumatoid arthritis
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Bibliographic record
Abstract
OBJECTIVE: To evaluate features during the first 6 months of disease that may be associated with a poor outcome as measured principally by extension to a polyarticular disease course in patients with oligoarticular-onset juvenile rheumatoid arthritis (oligo-JRA). METHODS: This study was a retrospective review of patients who fulfilled the American College of Rheumatology criteria for oligo-JRA, were followed up for at least 5 years, and did not have juvenile psoriatic arthritis, spondylarthropathy-like disease, or rheumatoid factor positivity. Data from the first 6 months of disease were collected. Continuous variables were dichotomized and then screened by univariate analysis for association with poor outcome at the last followup visit, as measured by extension of involvement (>4 accumulated involved joints) and by "clinically meaningful" extension (> or =10 accumulated joints). Variables significantly associated with this latter outcome, with the addition of disease duration as a confounding independent variable, were included in a multiple logistic regression analysis. The same variables were then examined in separate multiple logistic regression models to look at other measures of outcome, including use of disease-modifying antirheumatic drugs (DMARDs) at any time, erosive disease on radiographs, any remission of disease ever occurring, physician's global assessment of disease activity at the last visit, and disability as measured by the Childhood Health Assessment Questionnaire (C-HAQ)/HAQ. RESULTS: Of the 205 patients (160 of whom were female) studied for a median of 10.8 years (range 5-26.6 years), 39.5% developed extension to >4 joints and 17.6% developed arthritis in > or =10 joints. Using the logistic regression model, symmetric disease was predictive of all measures of poor outcome: extension to > or =10 joints (odds ratio [OR] 19.2), the need to use DMARDs (OR 11.5), radiographic demonstration of erosive disease (OR 4.73), inflammatory activity at last followup visit (OR 3.23), no remission of disease (OR 4.73), and disability as measured by a C-HAQ score >0.12 (OR 2.95). Ankle and/or wrist disease was predictive of extension (OR 6.61) and erosions (OR 3.59). Wrist disease alone was predictive of the need to use DMARDs (OR 5.87) and of inflammatory disease activity at the last followup visit (OR 4.01). An elevated erythrocyte sedimentation rate (ESR) was predictive of extension (OR 3.76), the need to use DMARDs (OR 6.47), and no remission of disease (OR 2.30). Disease duration was a confounding variable for extension (OR 1.18) and erosive disease (OR 1.19). CONCLUSION: The early presence of ankle and/or wrist disease, symmetric joint involvement, and an elevated ESR in a child with oligo-JRA indicates the likelihood of disease progression.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it