Contemporary Use of β-Blockers: Clinical Relevance of Subclassification
Bibliographic record
Abstract
β-Adrenergic receptor blockers or β-blockers represent one of the oldest classes of cardiovascular agents and have been considered a cornerstone therapy for hypertension and heart disease for the past 5 decades. They are advocated as a first-line treatment for uncomplicated essential hypertension in patients younger than 60 years of age as recommended by the Canadian Hypertension Education Program. However, despite the well-established antihypertensive and cardiovascular benefits of β-blockers, a number of studies argue that they might not have the same clinical advantages of other classes of agents in terms of morbidity/mortality outcomes. This review will focus on the heterogeneity of the pharmacologic characteristics of β-blockers, and we will discuss the metabolic and hemodynamic differences within the β-blocker class and try to assess the potential implications of these differences for optimal selection in hypertension.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.005 | 0.001 |
| 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 | 0.001 | 0.001 |
| 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".