Atypical euthyroid presentation of Steroid Responsive Encephalopathy with Associated Thyroiditis
Bibliographic record
Abstract
Introduction
 Steroid-responsive encephalopathy with associated thyroiditis (SREAT) is an autoimmune disease associated with antithyroid antibodies. Its clinical features are variable, ranging from sudden focal neurologic deficits to progressive sub-acute cognitive decline and thus, can mimic a host of other neurological and psychiatric conditions.
 Case Presentation
 We present the case of a previously healthy 62-year-old female with rapid onset neurocognitive and functional decline. EEG and MRI findings were consistent with an encephalopathy of unknown origin. Serologic findings revealed elevated antithyroid antibodies but were otherwise insignificant.
 Conclusion
 Steroid-responsive encephalopathy with associated thyroiditis is typically a diagnosis of exclusion but should always be considered in cases of encephalopathy of unknown origin. The disorder is often underdiagnosed due to its variable presentation and poorly understood pathophysiology, but prognosis can be significantly improved with greater physician awareness and prompt management with corticosteroids.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| 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) | 0.002 | 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".