MANAGEMENT OF ONION TOXICITY IN A DOG
Bibliographic record
Abstract
For centuries, Allium species such as Allium cepa (onion), Allium porrum (leek), Allium sativum (garlic) and Alliumschoenoprasum (chive), which are used for cooking and ethnomedical purposes, are among the biological toxins which affect dogs.A case of 2 years old, 25 kg female labrador was brought to Veterinary Clinical Complex (VCC), Nagpur, with a complaint of anorexia, weakness, depression, vomition daily twice or thrice, severe dehydration), dark coloured urine and melena, information regarding diet was examined in detail, the history of ingestion of onion, two days ago, prior to presentation, by dog was confirmed.Neutrophilia and thrombocytopenia were determined according to the haematology studies, dark coloured urine, melena, and history supported the suspicion of onion intoxication.
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 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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".