Neuromyelitis Optica With Extensive Active Brain Involvement
Bibliographic record
Abstract
OBJECTIVE: To describe the clinical, molecular, and neuropathological findings of a patient with aquaporin 4-positive relapsing myelitis who developed extensive brain involvement followed by death. DESIGN: Case report. SETTING: Foothills Medical Center, Calgary, Alberta, Canada. PATIENT: A 51-year-old woman with neuromyelitis optica spectrum disorder. RESULTS: Neuropathological examination disclosed neuromyelitis optica lesions, even in areas that appeared normal radiologically and grossly. Immunostaining confirmed the massive disintegration of astrocytes in the acute and chronic lesions, indicating that astrocytes are targeted early in the disease process. Induction of the immune response was demonstrated by reverse-transcriptase polymerase chain reaction analysis of relevant immune response genes. CONCLUSIONS: This article supports and supplements current concepts of astrocyte disintegration in neuromyelitis optica and of immune mechanisms in its pathogenesis.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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 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".