Subthalamic nucleus deep brain stimulation in primary cervical dystonia
Bibliographic record
Abstract
OBJECTIVES: The globus pallidus internus (GPi) has been the primary target for deep brain stimulation (DBS) to treat severe medication-refractory dystonia. Some patients with primary cervical or segmental dystonia develop subtle bradykinesia occurring in previously nondystonic body regions during GPi DBS. Subthalamic nucleus (STN) DBS may provide an alternative target choice for treating dystonia, but has only been described in a few short reports, without blinded rating scales, statistical analysis, or detailed neuropsychological studies. METHODS: In this prospective pilot study, we analyzed the effect of bilateral STN DBS on safety, efficacy, quality of life, and neuropsychological functioning in 9 patients with medically refractory primary cervical dystonia. Severity of dystonia was scored by a blinded rater (unaware of the patient's preoperative or postoperative status) using the Toronto Western Spasmodic Torticollis Rating Scale (TWSTRS) preoperatively and 3, 6, and 12 months postsurgery. Lead location, medications, and adverse events were also measured. RESULTS: STN DBS was well-tolerated with no serious adverse effects. The TWSTRS total score improved (p < 0.001) from a mean (±SEM) of 53.1 (±2.57), to 19.6 (±5.48) at 12 months. Quality of life measures were also improved. STN DBS induced no consistent neuropsychological deficits. Several patients reported depression in the study and 3 had marked weight gain. No patients developed bradykinetic side effects from stimulation, but all patients developed transient dyskinetic movements during stimulation. CONCLUSIONS: This prospective study showed that bilateral STN DBS resulted in improvement in dystonia and suggests that STN DBS may be an alternative to GPi DBS for treating primary cervical dystonia. CLASSIFICATION OF EVIDENCE: This study provides Class III evidence that bilateral subthalamic nucleus deep brain stimulation results in significant improvement in cervical dystonia without bradykinetic side effects.
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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 | 0.000 |
| 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) | 0.001 | 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; 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".