Generalized Epilepsy and Classic Spike-Wave Discharges With Unilateral Thalamic Lesions
Bibliographic record
Abstract
BACKGROUND: Idiopathic generalized epilepsy (IGE) is a heterogeneous condition with a predominantly genetic origin. Clinical hallmarks of IGE syndromes include generalized spike and wave discharges and normal results on brain imaging. OBJECTIVE: To describe 2 patients with clinical presentations compatible with IGE but whose imaging studies revealed unilateral thalamic lesions. DESIGN: Case reports. SETTING: University-affiliated hospitals. PATIENTS: Two 21-year-old patients (1 man and 1 woman). MAIN OUTCOME MEASURES: Magnetic resonance imaging findings. RESULTS: Magnetic resonance imaging unexpectedly revealed unilateral thalamic lesions. CONCLUSIONS: We recommend doing magnetic resonance imaging studies in patients with IGE, especially in refractory or atypical cases. In rare cases, clinical features compatible with IGE may be associated with structural thalamic or other lesions.
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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 | 0.000 | 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 | 0.000 |
| 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".