Cobra snake bite in a Labrador pup and its successful treatment
Bibliographic record
Abstract
A six months old male Labrador pup was brought to the Veterinary Clinical Complex, Khalsa College of Veterinary and Animal Sciences, Amritsar with the history of snake bite, salivation, vomiting, dullness, dyspnea, abnormal gait, recumbency and edematous face. Pet owner brought the dead snake and identified it as Cobra. Fang marks noticed on the tip of nose and blood oozing from these marks. Hematology and biochemical investigation revealed neutrophilic leukocytosis with increased ALT level. Based on history and observation, the present case was confirmed as Cobra envenomation in a Labrador puppy. The pup was treated with polyvalent anti-snake venom along with tetanus toxoid, atropine sulphate, corticosteroids, antibiotics and fluid therapy. Area around the fang marks was dressed with povidine iodine. The pup had uneventful recovery from venom envenomation.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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 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".