Non‐communicating gastric duplication cyst in a 10‐week‐old Labrador Retriever puppy
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
CASE REPORT: A 10-week-old male Labrador Retriever puppy was presented for acute onset of vomiting over a 48-h period. Ultrasound examination showed a cystic structure in the area of the pylorus that was impinging on gastric outflow. Surgery was performed to resect this structure. Histological examination showed the cystic structure to be composed of gastric mucosa surrounded by a smooth muscle wall. This finding, together with the intraoperative observations, led to a definitive diagnosis of a non-communicating gastric duplication cyst. CONCLUSION: Although rare, gastric duplication cyst is a differential diagnosis for acute-onset vomiting in a young dog. This report should aid in the decision-making process in future cases.
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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 | 0.000 |
| 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 it