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 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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".