Detection of Hammondia heydorni-like oocysts in feces of a dog with recurrent diarrhea
Bibliographic record
Abstract
Abstract We report a male, 15-month-old American Canadian White Shepherd dog suffering from recurrent diarrhea and anorexia. Fecal analysis revealed coccidian oocysts of small size. Their morphology was similar to those of Hammondia (H.) heydorni and Neospora (N.) caninum isolates. Unsporulated oocysts had a mean length of 11.8 ± 0.96 µm and a mean width of 11.9 ± 0.96 µm. H. heydorni infection was suggested based on the larger size compared with N. caninum oocysts. Additionally, real time PCR analysis for N. caninum from the fecal sample was negative. After a single anti-coccidian treatment (0.45 mg/kg emodepside + 9 mg/kg toltrazuril) accompanied by amoxicillin (12 mg/kg twice daily for 6 days) the dog recovered very quickly from the disease. This case demonstrates that H. heydorni-like oocysts may be associated with gastrointestinal disease in canine species.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| 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 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".