The more individualised the blood pressure, the better
Bibliographic record
Abstract
Hypertension with high global prevalence is the main risk factor for cardiovascular diseases and death. It is known from observational studies in patients without other risk factors that there is a continuous and linear increase in cardiovascular risk associated with pressure elevations from 115 and 75 mmHg for systolic and diastolic blood pressures (BPs), respectively (1). However, the ideal target for pressure control remains undetermined. In addition, there is no evidence from large population studies about the real benefit of strict BP control (2-4). Thus, the therapeutic target for systolic and diastolic pressure in under 60-year-old individuals remains hypothetical. However, based on the opinion of experts, hypertension guidelines recommend target values of less than 140/90 mmHg (5-10). With respect to the elderly, most guidelines maintain the target of 140/90 mmHg, with the exception of the Egyptian and American guidelines that recommend 150/90 mmHg (11,12) and the Canadian high BP education program which advocates a systolic blood pressure (SBP) 80 years (13).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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".