Contemporary Use of b-Block sification
Bibliographic record
Abstract
cie, CH ion of N vascular benefits of b-blockers, a number of studies argue that they might not have the same clinical advantages of other classes of agents Canadian Journal of Cardiolomorbidity/mortality outcomes in patients with hyperten-sion.4,5 b-blockers represent a heterogeneous group of agents possessing several pharmacological properties that differentiate them and this might have a significant effect on clinical end points. In addition, these properties might influence their tolerability and adherence profile that frequently limit their with a focus on the different pharmacologic characteristics. In addition, as discussed in a previous article,12 the authors will discuss the potential clinical implications of these differences important for the clinician prescribing them. Mechanism of Action b-blockers reduce sympathetic nervous system activity through blockade of adrenergic receptor subtypes, particularly b1, b2, and b3. b1 receptors are primarily in the heart and some of the beneficial effects of blockade include bradycardia
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| 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 | 0.000 | 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 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".