Late-Onset Encephalopathy Associated With SARS-CoV-2 Infection
Bibliographic record
Abstract
Several typical and atypical neurological manifestations of viral pandemics have been reported. Neurological manifestations of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) have recently been reported. In this case report, we present a patient with encephalopathy as a late neurologic manifestation of SARS-CoV-2 infection. The patient initially tested positive for the novel coronavirus after presenting with fever, cough, and altered mental status. The symptoms resolved within 5 - 7 days and the patient was discharged home. He subsequently developed worsening encephalopathy in the absence of respiratory symptoms, required hospitalization, and tested positive for SARS-CoV-2. Complete workup was unrevealing otherwise. We advise clinicians to be aware of late neurological manifestations of coronavirus disease 2019 (COVID-19) including encephalopathy.
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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 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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".