Management of anxiety and motor symptoms in Parkinson’s disease
Bibliographic record
Abstract
Parkinson's disease (PD) is typically known for its cardinal motor symptoms, but a growing body of literature is recognizing a multitude of important nonmotor symptoms as well. Anxiety is one of the most common nonmotor symptoms of PD; unfortunately, neither the management of anxiety nor its influence on motor symptoms is well understood. While recent literature indicates a correlation between motor symptoms and anxiety in PD, it remains uncertain whether one symptom acts as the underlying cause of the other. This review considers the cyclic interaction between anxiety and motor symptoms in PD, each exacerbating the other when they coexist. It may be critically important to disentangle if one symptom serves as an underlying cause of the other, since this might dictate appropriate treatment. Neuroanatomical substrates as well as the treatments for both motor symptoms and anxiety are discussed in detail to consider the evidence-base for the management of PD.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".