Successful medical management of an acute case of pentobarbital toxicosis in a wild bald eagle ( <i>Haliaeetus leucocephalus</i> )
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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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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 | 0.001 |
| 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) | 0.002 | 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 it