Contribution of population surveys to the study of cardiovascular disease and diabetes in Greenland
Bibliographic record
Abstract
Two population surveys with focus on cardiovascular disease and diabetes were carried out among the Greenland Inuit in 1993-94 and 1999-2001. The number of participants was 264 (1993-94 study) and 2056 (1999-2001 survey) Inuit living in Denmark, towns in Greenland, and villages. Compared with the general population of Denmark, the Inuit had a high consumption of marine food, but regional and demographic variation was marked. Smoking prevalence was high, being approximately 70% among adults in 1999-2001. Blood pressure was lower than in Denmark and the serum lipid profile was healthier (high HDL cholesterol and low triglyceride). The risk factor pattern is consistent with neither an increased, nor a decreased cardiovascular risk profile. Longitudinal studies are needed to determine the incidence of cardiovascular diseases and diabetes, and to establish causal links between traditional risk factors and disease in this non-European population.
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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 | 0.006 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 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".