Pediatric-onset adult type sarcoidosis: A case report
Bibliographic record
Abstract
Case report AbstrAct Sarcoidosis, a multisystem disorder of unknown etiology that involves multiple organs, is rare in children.The true incidence and prevalence of childhood sarcoidosis is unknown.As in adults, many children with sarcoidosis may be asymptomatic; the disease may remain undiagnosed.A complete and systematic evaluation of the patient is essential for the sarcoidosis diagnosis in children.Here, we describe a case of 12-year-old female who presented with 2 years history of uveitis and hepatosplenomegaly.A chest computerized tomography revealed scattered peripheral pulmonary nodules and bilateral hiliar lymphadenopathy.Bone marrow aspiration and liver biopsy were not diagnostic.A lung biopsy showed non-necrotizing epithelioid cell granulomas.She was diagnosed with sarcoidosis according to demonstration of granulomatous inflammation and the exclusion of confusable entities.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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".