Drug treatments for the neuropsychiatric complications of Parkinson’s disease
Bibliographic record
Abstract
Psychiatric symptoms are now well described in Parkinson's disease (PD). Most are due to the disease pathology with exacerbation caused by dopaminergic treatment. Anxiety and depression may predate the onset of motor symptoms and can continue to occur with advancing disease. In patients with parkinsonism, well-formed hallucinations are highly specific for PD and some patients may progress to other psychotic symptoms. Cognitive impairment, ranging from mild impairment to dementia is common. Management of these symptoms involves initial recognition and secondly, appropriate medications. Pharmacological treatments are not specific for PD and are the same as those currently used in nonPD populations. The choice of agent is determined by a balance between potential benefit versus side effects, mostly in terms of worsening motor PD symptoms. This article will review current treatment approaches to mood disorders, psychosis and cognitive problems in PD, as well as management of dopamine-induced impulse control disorders.
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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) | 0.002 | 0.002 |
| 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".