Perceptions and priorities of owners of dogs with heart disease regarding quality versus quantity of life for their pets
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: To describe the relative importance of pets' quality versus quantity of life among owners of dogs with heart disease. DESIGN: Prospective questionnaire-based clinical study. SAMPLE POPULATION: Owners of 201 dogs with heart disease. PROCEDURES: Owners each completed a questionnaire that was designed to ascertain the relative importance of quality versus quantity of life for their pet and to assess the owners' willingness to trade survival time for quality of life, if that were possible. Analyses were performed to evaluate factors associated with owner willingness to trade time for quality of life. RESULTS: Most owners (170/197 [86%]) were willing to trade survival time for quality of life for their heart disease-affected dogs; of those owners, 88 (52%) were willing to trade 6 months. Owners were highly concerned with detection of perceived pet suffering and their pet's ability to interact with them. Owners whose pets had respiratory difficulty or fainting episodes and were treated on an outpatient basis had a greater willingness to trade survival time than owners of dogs that were treated on an emergency basis. Among owners willing to trade time for quality of life, younger owners and those whose pets had fainting episodes were willing to trade the most amount of time. CONCLUSIONS AND CLINICAL RELEVANCE: Results indicated that quality of life is highly important to owners of dogs with heart disease. Owners' priorities partly depend on owner age and the pet's clinical circumstances; ongoing client-veterinarian communication is important to optimize treatment success as perceived by owners.
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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 | 0.000 | 0.002 |
| 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) | 0.000 | 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 it