Three Adult-Onset Autosomal Recessive Ataxias
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
PURPOSE OF REVIEW: In this review we seek to raise awareness of 3 autosomal recessive ataxias that look different clinically when presenting in adulthood rather than childhood. RECENT FINDINGS: gene, a cause of cerebellar ataxia, neuropathy, and vestibular areflexia syndrome, which presents exclusively in adults. This implies that autosomal recessive etiologies of adult-onset cerebellar ataxias may be more common than previously thought. SUMMARY: Adult-onset cerebellar ataxias are commonly caused by mutations inherited in either an autosomal dominant or X-linked pattern, as most autosomal recessive mutations cause disease at earlier ages. However, some autosomal recessive etiologies such as late-onset Tay-Sachs disease, very late-onset Friedreich ataxia, and autosomal recessive spastic ataxia of Charlevoix-Saguenay emerge in adulthood, with age at presentation influencing the progression and clinical signs of the disease. This review will cover the genetics, clinical presentation, and necessary diagnostic steps required to identify 3 causes of autosomal recessive cerebellar ataxia that manifest differently in adults vs children.
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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 | 0.001 | 0.211 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.005 |
| Insufficient payload (model declined to judge) | 0.000 | 0.007 |
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 it