Clinical characteristics of Parkinson's disease among Inuit in Greenland and inhabitants of the Faroe Islands and Als (Denmark)
Bibliographic record
Abstract
In earlier studies, we found high age-adjusted prevalences of Parkinson's disease (PD) in the Faroe Islands (209 per 100,000 inhabitants) and in Greenland (187.5 per 100,000 inhabitants) compared to the age-adjusted prevalence on the island of Als in the southern part of Denmark (98.3 per 100,000 inhabitants). We thoroughly examined patients with suspected parkinsonism using internationally accepted diagnostic criteria. In the present study, we found no significant clinical differences between patients with PD in the three areas, despite this high difference in prevalence. However, comparing the age at examination and age at treatment, the patients were younger in Greenland, a higher proportion of patients had cognitive decline, and they had a higher mean Hoehn and Yahr rating score, although they received a lower levodopa dose. A higher proportion of the patients in Greenland were newly diagnosed than in the other two areas.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 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".