Acute Viral Encephalitis With Intracerebral Bleed: An Atypical Presentation
Bibliographic record
Abstract
Acute viral encephalitis (AVE) is suspected in patients suffering from a febrile disease with headache and altered sensorium. Herpes simplex virus (HSV) is one of the major etiological agents for AVE. Here, we present an atypical case of HSV encephalitis with intracerebral bleed in a 23-year-old male. The patient presented with fever, headache, seizure episodes and altered sensorium. Computed tomography scan of head suggested cerebral edema. Cerebrospinal fluid (CSF) routine microscopy showed increased cell count with lymphocytic pleocytosis, increased protein and normal sugar levels. CSF polymerase chain reaction was suggestive of HSV encephalitis. The patient showed improvement with intravenous acyclovir and cerebral decongestants, but after 15 days, he complained of headache. Repeat imaging showed bleed at the site of lesion. Diagnosis of AVE with intracerebral bleed was made. J Neurol Res. 2015;5(4-5):261-263 doi: http://dx.doi.org/10.14740/jnr349w
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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) | 0.000 | 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 | 0.001 |
| 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".