Abortion secondary to B-cell lymphoma in a 5 year-old Quarter Horse mare
Bibliographic record
Abstract
A 5 year old Quarter Horse gelding presented to the Cornell University Equine Hospital with a 1.5 month history of chronic renal failure. Beginning at approximately 9 months of age, the gelding had been polyuric, and began exhibiting clinical signs of renal failure 1.5 months prior to presentation, including dramatic weight loss, inappetance, and azotemia. The problem list included: polyuria/polydipsia, inappetance, weight loss, cachexia, severe azotemia, uremia (dental tartar, uremic odor), hypovolemia, electrolyte abnormalities (hyponatremia, hypercalcemia), isosthenuria, proteinuria, and a small fibrotic appearing right kidney on ultrasound (left not visualized). Post-mortem, there was diffuse, chronic, severe bilateral renal fibrosis with unilateral renal calculi in the left kidney. Histologically, the kidneys contained evidence of primitive mesenchyme and tubules. Due to the history, structural, and histological changes, a diagnosis of renal dysplasia leading to chronic renal failure, interstitial nephritis, pyelonephritis, and ureterolithiasis was made.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 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) | 0.002 | 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".