Headache and Bilateral Optic Disc Edema as the Initial Manifestation of Vogt–Koyanagi–Harada Disease
Bibliographic record
Abstract
ABSTRACT: A 31-year-old healthy Asian man presented with new headaches and blurred vision. He was found to have bilateral optic disc edema (ODE) and peripapillary subretinal fluid and was initially investigated for causes of raised intracranial pressure. After referral to neuro-ophthalmology, he received a diagnosis of Vogt-Koyanagi-Harada (VKH) disease and his symptoms, ODE, and vision improved promptly with prednisone treatment. HLA typing was performed and returned positive for the HLA-DRB1*04 subtype. Although VKH disease usually presents with granulomatous uveitis or serous retinal detachments, ODE may manifest early in the disease course. Those with ODE in VKH disease are believed to be older and female, but this case demonstrates that these findings were also seen in a young man.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| 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 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".