Optic Nerve Enlargement Associated with Globoid Cell Leukodystrophy
Bibliographic record
Abstract
A six-month-old female developed marked irritability, multifocal myoclonic jerks and episodic opisthotonus. Developmental milestones and growth (height and weight) plateaued at three months of age, despite adequate oral intake. Pregnancy, birth and family history were non-contributory. Neurological examination revealed a very irritable baby with poor visual contact and tracking. Head circumference was in the 7th percentile and height and weight were less than the 2nd percentile for age and gender. Funduscopic examination was unremarkable. Appendicular and truncal tone were increased, deep tendon reflexes were difficult to elicit and plantar responses were downgoing. Hands were tightly fisted. There was no significant dysmorphism, skin lesion or organomegaly.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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; both teacher heads agree on what is shown here.
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".