Orbital apex syndrome in herpes zoster ophthalmicus clinical features, treatment and outcomes: a case series and literature review
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
Orbital Apex Syndrome (OAS) complicating Herpes Zoster Ophthalmicus (HZO) is associated with significant visual impairment. We present four patients with HZO OAS, to highlight clinical features and outcomes in order to promote earlier recognition and management of this potentially sight-threatening complication. CT and MRI imaging findings included expansion and enhancement of extraocular muscles and intraconal fat and involvement of the orbital apex and cavernous sinus. All patients received systemic steroid and antiviral therapy, but a standardised dosage and duration of treatment remains to be defined. Final visual acuity and extraocular motility outcomes were variable.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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