d-Lactic Acidosis Secondary to Exocrine Pancreatic Insufficiency in a Cat
Bibliographic record
Abstract
An indoor, 2-year-old, spayed female domestic cat was referred to the University of Missouri Veterinary Medical Teaching Hospital (UMC-VMTH) for evaluation of weight loss and polyphagia of 1-year duration, with recent episodes of generalized weakness and lethargy. These episodes occurred approximately once per month over the past 4 months. The cat produced frequent stools, which were occasionally poorly formed. A CBC and serum biochemistry were performed 1 and 5 months before referral, and leukopenia (1,200/μL; reference interval, 3,500-16,000/μL; no differential provided), hypocholesterolemia (64 mg/dL and 46 mg/dL; reference interval, 75–220 mg/ dL), and hypotriglyceridemia (22 mg/dL and 16 mg/dL; reference interval, 26–160 mg/dL) were identified. The most recent serum biochemistry results disclosed mild hypercalcemia (11.3 mg/dL; reference interval, 8.2–10.8 mg/ dL) and hypernatremia (163 mg/dL; reference interval, 145–158 mg/dL). Antibody titers for Toxoplasma were consistent with past exposure (immunoglobulin M [IgM] negative; IgG 1:256).
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| 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 teacher head, 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".