Resolution of sclerosing encapsulating peritonitis in a young dog
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
An eight‐month‐old Labrador retriever presented with abdominal effusion. Abdominal ultrasonography revealed significant free fluid and a linear hyperechoic band surrounding the abdominal organs. CT showed the gastrointestinal organs to be located centrally, enclosed by a thin, hyperattenuating enhanced band with no peritoneal effusion in this region. Surgery was performed to obtain biopsies for diagnostic purposes. Histopathology revealed granulation tissue with reactive fibroblasts, lymphoplasmacytic inflammation and neovascularisation; these findings were consistent with the diagnosis of secondary sclerosing encapsulating peritonitis. The patient responded well to treatment with tamoxifen, prednisolone and spironolactone. Four months later, follow‐up abdominal ultrasonography revealed a small volume of free fluid. However, there was a mild adverse reaction to tamoxifen, causing protrusion of the penis and attraction of other dogs. Two and a half years after diagnosis, the patient continued to have good quality‐of‐life with no clinical signs or relapse.
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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) | 0.000 | 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