Management of Acute-on-Chronic Kidney Injury in a Golden Retriever
Bibliographic record
Abstract
A four-year-old Golden Retriever bitch weighing 26 Kg was presented with the history of inappetence for one week. Clinical examination revealed emaciated, pyrexia, pale mucus membrane, hypertension (170 mmHg). splenomegaly and generalized lymphadenopathy. Laboratory evaluation showed hypochromic anemia with thrombocytopenia, hyposthenuria with proteinuria with elevated blood urea nitrogen and creatinine levels. Nephrosonogram revealed normal parenchyma with good corticomedullary differentiation, with irregular border and increased cortical echogenicity. Polymerase chain reaction (PCR) confirmed Babesia gibsoni infection.. Targeted antiprotozoal therapy comprised a 28-day course of triple antibiotic protocol with doxycycline, clindamycin, and metronidazole along with hematinic and thrombopoietic support. Therapeutic management included fluid therapy, antiemetics, proton pump inhibitors, antihypertensives, phosphate binders, renal-specific diet, and supportive care Marked clinical improvement was observed during follow-up, with progressive normalization of renal parameters, restoration of appetite, and improvement in body condition score.
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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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| 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 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".