A 46-year-old woman with bilateral white retinal vessels
Bibliographic record
Abstract
An asymptomatic 46-year-old woman was incidentally found on routine examination to have bilateral creamy white tortuous retinal vessels with preserved visual acuity. Multimodal imaging, including optical coherence tomography, optical coherence tomography–angiography, and fluorescein angiography, demonstrated hyperreflective dilated retinal vessels with normal retinal perfusion and no evidence of ischemia. In the setting of markedly elevated triglyceride levels and recurrent pancreatitis, the characteristic retinal vascular appearance supported a diagnosis of lipemia retinalis in the context of chylomicronemia syndrome. No ocular treatment was required and management focused on systemic metabolic control through dietary modification, lifestyle changes, and lipid-lowering therapy, resulting in resolution of the anomalous retinal vasculature. This case illustrates lipemia retinalis as a retinal manifestation within the broader spectrum of chylomicronemia syndrome and underscores the importance of recognizing these characteristic vascular findings as a marker of significant systemic lipid dysregulation requiring ongoing multidisciplinary management.
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How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".