A Boy With Sjogren’s Syndrome and Recurrent Parotitis Who Presented With Suspicious of Allergic and Immunological Disease: Review of the Literature
Bibliographic record
Abstract
Recurrent parotitis (RP) is an acute, severe inflammation of one or both parotid glands which are major salivary glands in younger children. Most common causes of RP include bacterial and viral infections, juvenile RP, anatomic abnormalities and auto-immune diseases. Association of RP with allergic and immunological diseases has been rarely reported. Primary Sjo gre n’s syndrome (pSS) is a rare auto-immune disease, particularly in childhood. Rarely, pSS may be diagnosed in men, although it predominantly affects women. Here, we reported a 4-year-old boy who presented with suspicion of allergic diseases, recurrent swelling of salivary glands, positive anti-nuclear and anti-Ro/SS-B antibodies, positive rheumatoid factor and mild hypergammaglobulinemia but not apparent sicca symptoms. Int J Clin Pediatr. 2014;3(2):59-62 doi: http://dx.doi.org/10.14740/ijcp156w
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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.
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".