Lipemia Retinalis in a Patient with Familial Hypertriglyceridemia
Bibliographic record
Abstract
A 45-year-old female with a history of hypertension presented with complaints of intermittent vision loss and blurred vision. Clinical examination revealed diffuse retinal whitening in the peripapillary area with multiple visible emboli in the first- and second-order arteries. The patient's retinal findings were keeping within features of lipemia retinalis, and serum lipids were ordered which returned a triglyceride level of 1504 mg/dL. The patient was referred to primary care for vascular risk factor management and potential genetic testing. Ocular signs of hypertriglyceridemia manifest as lipemia retinalis, characterized by white vascular lesions and retinal lipid infiltration. The high comorbidity of hypertriglyceridemia and hypertension may warrant close monitoring hypertensive complications such as hypertensive retinopathy.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".