Multiple system atrophy–parkinsonism with slow progression and prolonged survival: A diagnostic catch
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
BACKGROUND: Multiple system atrophy (MSA) is a neurodegenerative disease leading to severe physical impairment, with a disease duration from onset to death of 6-9 years. METHODS: The clinical and neuropathological features of 4 MSA cases with disease duration of 15 years or more were analyzed. RESULTS: All patients presented with parkinsonism and had a mean latency of 11 years before the development of dysautonomia. Mean duration from onset of first symptoms to anterocollis, inspiratory stridor, and dysphagia was 9 years. Despite the limited levodopa response, all patients developed levodopa-induced dyskinesia. CONCLUSIONS: Late appearance of dysautonomia is a favorable prognostic factor in MSA-P. Greater awareness of this uncommon "benign" subgroup of MSA will improve diagnostic accuracy and help to more accurately inform treatment options.
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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 | 0.000 |
| 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 it