Oligosymptomatic Reversible Posterior Leukoencephalopathy in a Patient With Lupus Nephritis
Bibliographic record
Abstract
Reversible posterior leukoencephalopathy (RPL) is a pathology that was first described in 1996. It is characterized by a clinical syndrome with sudden headache, altered mental status, visual impairment, seizures and radiological findings (mostly in posterior encephalic regions). It has a sudden onset which makes diagnosis more difficult. RPL has been relationed with several pathologies and use of some drugs. We report a case of a young female, diagnosed of Eritematous Systemic Lupus who developed an oligosymptomatic RPL. Although RPL frequently has a sudden onset with multiple symptoms, sometimes it can go with minimum signs, so physicians should be aware of this pathology in order to make an early diagnosis and correct treatment. J Med Cases. 2013;4(10):670-672 doi: http://dx.doi.org/10.4021/jmc1463w
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".