Autosomal recessive spastic ataxia of Charlevoix‐Saguenay
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
Autosomal recessive spastic ataxia of Charlevoix-Saguenay (ARSACS) was originally found among the inhabitants of the Charlevoix-Saguenay region of Quebec, Canada. This disease is characterized by early-onset ataxia, spasticity, peripheral neuropathy, finger and foot deformities, and hypermyelination of the retinal nerve fibers. The mentality of the patients is usually intact. The principal neuropathology comprises atrophy of the upper vermis and the loss of Purkinje cells in the cerebellum. Although the lateral corticospinal tracts are degenerated, the precentral gyrus, dentate nucleus, and inferior olivary nucleus are intact. Recently, the gene responsible for ARSACS was determined to encode the sacsin protein in the Quebec patients. In 2004, we first reported a Japanese family with a SACS mutation. So far, we have identified the SACS mutations in a total of five Japanese families with ARSACS and analyzed the clinical features of eight patients. Interestingly, we found some atypical clinical features in the Japanese patients: a slightly later onset than that of the Quebec patients, an absence of myelinated retinal fibers, intellectual impairment, and a lack of spasticity. To date, there have been descriptions of non-Quebec patients with SACS mutations in Japan, Italy, Tunisia, and Turkey. Hereafter, as more SACS mutations are identified, the clinical spectrum of the "sacsinopathies" could expand.
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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 | 0.000 | 0.001 |
| 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 it