Successful conservative management in a dog with substantial urinary bladder ischemia.
Bibliographic record
Abstract
A 7-year-old spayed female pug dog was brought to the veterinary college with a severely and diffusely ischemic urinary bladder secondary to obstructive uroliths in the lower urinary tract. Cystotomy was performed to remove the uroliths and the ischemic bladder was managed with conservative treatment. A recheck abdominal ultrasound 4.5 mo after surgery revealed an abdominal mass that was associated with the urinary bladder. An exploratory laparotomy and partial cystectomy were performed. Histopathology of the mass showed granulomatous inflammation centered on necrotic tissue. The dog recovered well, and long-term prognosis is good. To the best of our knowledge, this is the first veterinary case report describing conservative management of an ischemic urinary bladder. An uncommon complication following cystotomy and the relevant imaging findings is also described. The positive outcome for the dog demonstrated that conservative management may serve as an option for treatment of substantial ischemia of the urinary bladder.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".