A Case of Secondary Dystonia Responding to Levodopa
Bibliographic record
Abstract
The authors report a patient with dystonia secondary to bilateral lesions of the basal ganglia, who improved dramatically with levodopa. The patient presented at the age of 4 years with progressive dystonia of the lower extremities and right upper extremity. Magnetic resonance imaging (MRI) of the brain showed bilateral hyperintensities of the globus pallidus that remained stable over the years. Despite extensive investigations, the etiology of her basal ganglia lesions remained nebulous. The patient's dystonia responded to Trihexyphenidyl and to tetrabenazine, but these medications needed to be stopped because of side effects. At the age of 12 years, small doses of levodopa-carbidopa were tried and resulted in dramatic improvement of her dystonia. The authors believe that in the pediatric population with secondary dystonias other than Segawa disease, even though this has been reported only rarely to be effective, a therapeutic trial with levodopa should be considered in some instances.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".