Neurotoxic Cobra Envenomation in a Dog and its treatment with Anticholinesterase and Artificial ventilation
Bibliographic record
Abstract
A two-year-old male Labrador was presented with cobra bite. Soon after arrival, the dog developed general muscular weakness and respiratory muscle paralysis. Manual artificial ventilation was initiated immediately and maintained, to support the life of the dog. Polyvalent antivenom could be administered only after three-and-a-half hours, because of not available in nearby vicinity. Muscular paralysis prevailed even after administering two vials of antivenom. Two doses of anticholinesterase drug were then given and the dog regained normal spontaneous muscular activity. The life of the dog was thus supported on manual artificial ventilation for 8½ hrs and anticholinesterase was found effective in reversing the respiratory muscle paralysis. To conclude, antivenom administration alone should not be relied upon in cases of cobra envenomation in dogs. Artificial ventilation should be employed to support the life when there is delay in administering antivenom and anticholinesterase drug should be given to reverse the respiratory muscle paralysis.
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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 | 0.000 | 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".