Isolated Optic Perineuritis as the Presenting Sign of Sarcoidosis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A 35-year-old healthy African-American woman presented with a 4-month history of gradual loss of vision in the right eye from an optic neuropathy. MRI of the orbits with gadolinium showed isolated thickening and enhancement of the right optic nerve sheath. Chest x-ray and CT-scan of the chest were performed and showed bilateral hilar and mediastinal lymphadenopathy. This was suggestive of sarcoidosis, and the diagnosis was confirmed with histopathology. The patient promptly recovered vision with high-dose corticosteroids; the thickening of the optic nerve sheath also regressed. Isolated optic nerve sheath thickening from sarcoidosis is rare and may mimic compressive optic neuropathies such as optic nerve sheath meningiomas. A systemic evaluation for systemic inflammatory etiologies should be considered in such cases.
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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 | 0.001 |
| 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 | 0.001 |
| 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 it