Risk of prostate cancer in patients with Parkinson's disease
Bibliographic record
Abstract
Introduction: In recent years, an association between Parkinson’s disease and cancer has been reported with many clinical and epidemiological studies, encouraging the investigation of a potential common pathogenic pathway connected with both diseases. However, association between neurogenesis, medical treatment of Parkinson’s disease and occurence of prostate cancer (PCA) is still being discussed. Brief description of the state of knowledge: There were carried out population-based case-control researches that checked the connection between Parkinson’s disease and the risk of prostate cancer in Western (Canada, USA, UK, Denmark, Sweden, Israel) and Asian (Taiwan) populations. Studies revealed that Parkinson’s disease had significant association with reduced risk of prostate cancer in most of studied populations (Western) and increased in Asian population. Conclusions: Most of researches proved that Parkinson’s disease was associated with reduction of risk of prostate cancer, which decreased with increasing duration of Parkinson’s disease. The relationship between those conditions in Asian population needs to be checked in the future.
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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) | 0.000 | 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 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".