COPPER ASSOCIATED HEPATITIS IN A TWO YEAR OLD LABRADOR RETRIEVER
Bibliographic record
Abstract
A two-year-old male castrated Labrador Retriever presented to the Cornell Emergency Service for one episode of vomiting and elevated liver enzymes. The patient was admitted and maintained on intravenous fluids, anti-emetics and liver protectants prior to transfer to the Internal Medicine Service the next day. Blood work revealed increased ALT, AST, GGT and Bilirubin. Urinalysis revealed proteinuria and glucosuria. Physical exam revealed a soft, non-painful abdomen with no masses palpated. Abdominal ultrasound revealed a diffusely small and mottled liver, with no evidence of portal hypertension or acquired shunts. The patient was taken to surgery to obtain liver biopsies that were submitted for cultures, histopathology and liver copper, iron and zinc levels. Histopathology and copper levels were consistent with a copper-associated hepatitis. The patient was discharged with antibiotics, gastroprotectants and liver protectants. The patient was also started on a low copper diet and D-penicillamine therapy for chelation of excess copper.
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How this classification was reachedexpand
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.022 |
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; both teacher heads agree on what is shown here.
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".