Juvenile dermatomyositis is a different disease in children up to three years of age at onset than in children above three years at onset
Bibliographic record
Abstract
Institutional Review Board approval was obtained to retrospectively review the charts of 78 patients with JDM seen in pediatric rheumatology clinic at Nationwide Children’s Hospital over the past 23 years. These patients were age 0-18 years with 19 patients at or below age three years at onset, and 59 above age three years at onset. The data regarding disease course and outcome were collected as of the last clinic follow-up or July30, 2010, whichever came first. Wilcoxon 2-sample test was used to compare continuous variables between the two age groups. Chi-square test and Fisher’s exact test were used to compare categorical variables between the two age groups. The mean ages of onset in the two groups were 27 months and 91 months. The mean times between onset of symptoms to diagnosis in younger and older age groups were similar at 5.6 months and 4.5 months, respectively. The younger group had more females (p=0.05), were more likely to have a family history of autoimmune diseases (p=0.012), and were less likely to have disease onset during the typical winter-spring seasons (p = 0.031). The younger group was more likely to have a preceding fever (p=0.029), and less likely to have the following at diagnosis: heliotrope rash (p=0.04), Gottron’s sign (p=0.049), any rash (p=0.0495), nailfold capillary loop abnormalities (p=0.010), elevated creatinine kinase (p=0.022), elevated aspartate aminotransferase (p=0.021) and elevated aldolase (p=0.0353). Among those who had muscle biopsy at diagnosis, the younger children were more likely to have atypical histopathology (p=0.002). The younger group was treated more often with pulse methylprednisolone (p=0.0434), and less often with hydroxychloroquine (p=0.0351). There were no differences between the two groups in the initial oral corticosteroid dose (p=0.8017), treatment with methotrexate (p=0.709), and treatment with other immunosuppressants (p=0.323). There was no difference in the mean duration of methotrexate therapy (p=0.102), but the younger group had a shorter mean (p=0.038) and maximum (p=0.026) time on oral steroids. The two groups had similar proportions of patients with remission and active disease at 1 and 5 years. The younger patients were less likely to have active disease 10 years post diagnosis (p=0.019) and more likely to experience a monocyclic course (p=0.027). There were significant differences between JDM patients with disease onset at or below age three years, compared to their older counterparts. Younger patients in our cohort had fewer typical findings at diagnosis. They were more likely to experience a monocyclic course, a shorter total disease course, and a shorter duration of oral corticosteroid therapy.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".