Successful medical management of an acute case of pentobarbital toxicosis in a wild bald eagle ( <i>Haliaeetus leucocephalus</i> )
Bibliographic record
Abstract
Abstract A bald eagle ( Haliaeetus leucocephalus ) presented in a comatose state, with clinical signs consistent with an acute toxicosis of unknown aetiology. After 24 hours of aggressive supportive care, the eagle mildly improved, but was still unable to move or perch. Radiographs revealed severe upper gastrointestinal distention consistent with food remnants, and blood chemistry values were suggestive of an acute pharmacological induced toxicosis. An upper gastric lavage was performed and 36 hours after the procedure, the eagle was responsive and displayed normal behaviour. The eagle was released back to the wild following 6 days of supportive care, with complete resolution of the presenting clinical signs. Gastric content and crop fluid retrieved were frozen and then analysed using gas chromatography/mass spectrometry. Both samples were positive for sodium pentobarbital, due to a presumed ingestion of an inadequately disposed carcase from a euthanased animal.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| 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".