Under pressure: A survey of Canadian veterinarians in the diagnosis and treatment of feline hypertension.
Bibliographic record
Abstract
Objectives: The objectives of this study were to explore feline hypertension diagnostics and treatment practices among Canadian veterinarians and to identify barriers to recommending blood pressure monitoring in senior (> 7 y) feline wellness patients. Procedure: An online survey was developed and circulated by CommuniVET using email and social media. Results: = 39; 34.2%) hypertension. Conclusion: Most veterinarians did not routinely recommend blood pressure evaluation during senior feline wellness examinations. Although the frequency of recommendation for blood pressure monitoring appeared to be better in patients diagnosed with a comorbidity associated with hypertension, there was a substantial shortfall. Clinical relevance: This study identified the most common barriers to recommending blood pressure monitoring in senior feline wellness examinations. Normalizing blood pressure monitoring as part of a routine examination in senior feline patients may lead to increased intervention for hypertension and improved outcomes.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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".