VENOUS STASIS RETINOPATHY SECONDARY TO MYELIN OLIGODENDROCYTE GLYCOPROTEIN ANTIBODY-POSITIVE OPTIC NEURITIS
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
PURPOSE: To report a case of a 38-year-old woman with venous stasis retinopathy secondary to myelin oligodendrocyte glycoprotein-IgG optic neuritis. METHODS: Observational case report. RESULTS: We report a unique case of venous stasis retinopathy secondary to myelin oligodendrocyte glycoprotein-IgG optic neuritis with significant optic disc edema, tortuous and dilated retinal venules, and retinal hemorrhages, which resolved promptly with high-dose corticosteroids. The retinal changes were likely secondary to severe inflammation of the optic nerve and optic nerve sheath, which exhibited significant postcontrast enhancement on magnetic resonance imaging. Despite aggressive treatment with high-dose corticosteroids and plasmapheresis, the patient had a significant generalized visual field defect at 6 months. CONCLUSION: Venous stasis retinopathy may be secondary to myelin oligodendrocyte glycoprotein-IgG optic neuritis due to reduced venous outflow from significant optic nerve edema. This may be a poor prognostic factor and a marker for more severe optic nerve inflammation.
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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 | 0.000 | 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) | 0.001 | 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