Blood pressure 2 years after a chronic disease management intervention study
Bibliographic record
Abstract
OBJECTIVES: To follow blood pressure change over time in participants who had participated in a 1- year chronic disease management program focused on blood pressure reduction. The expectation was that blood pressure would return back to the baseline once the study was completed. STUDY DESIGN: Prospective, single-arm observational study. METHODS: Study participants were Status Indians living on-reserve with type 2 diabetes and persistent hypertension who had participated in the DREAM3 study. Blood pressure was measured with the BpTRU automated device every 6 months for 2 years. The primary endpoint was the change in systolic blood pressure over the follow-up period. RESULTS: Sixty of the original 96 participants agreed to participate in the follow-up. Mean blood pressure at the beginning of the follow-up was 130/76 (SD 18/12) mmHg. Mean blood pressure at the end of the follow-up period was 132/76 (17/9 SD) mmHg. Target blood pressure (<130/80 mmHg) was present in 53%. The 99% confidence limit around change of blood pressure over the 24 months of follow-up was +/-4.7 mmHg. CONCLUSIONS: Contrary to expectations, the participants maintained their blood pressure control and did not revert to baseline levels. Community awareness and engagement resulting from the chronic disease management program led to a sustainable improvement in the health parameters of the participants and the community that lasted beyond the duration of the 1-year DREAM3 project.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".