[A recalcitrant case of encephalitis with voltage-gated potassium channel antibodies].
Bibliographic record
Abstract
We report the case of a 65-year-old man who had encephalitis with a high titer of voltage-gated potassium channel antibodies (VGKC-Abs). His initial symptoms included memory disturbance, confusion, and seizures. Laboratory tests revealed a low plasma sodium concentration and a strong positive result for VGKC-Abs. A diffusion-weighted magnetic resonance imaging (MRI) scan showed a high intensity lesion within the right basal ganglia, which later showed normal intensity. The patient's initial symptoms resolved without any treatment. During the first relapse, the patient experienced consciousness disturbance and an increased number of seizures than that observed initially. A diffusion weighted MRI scan showed a high intensity lesion within the right hippocampus, and a fluid attenuated inversion recovery (FLAIR) weighted MRI scan showed high intensity lesions within the right hippocampus, right thalamus, and pons. The patient's symptoms and the MRI abnormalities resolved with prednisolone therapy. During the second relapse, he again experienced consciousness disturbance and an increased number of seizures than that observed initially. Diffusion-and FLAIR weighted MRI scans showed high intensity lesions within the right thalamus. However, the array of immunosuppressive treatments used during the first relapse was not as effective during the second relapse. The serum VGKC-Ab titers before steroid therapy during the first relapse and after immunosuppressive treatment during the second relapse were 1,252 pmol/L and 22.4 pmol/L, respectively. Brain MRI revealed signal changes in the basal ganglia at the onset of disease, in the limbic area during the first relapse, and in the thalamus during the second relapse. VGKC-Ab-associated encephalopathy is usually considered a benign autoimmune disorder; however, in our case, the encephalitis gradually became intractable to various immunosuppressive treatments, and unique MRI abnormalities were observed.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.004 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.005 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.003 |
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".