A RETROSPECTIVE STUDY OF PATHOLOGICAL FINDINGS IN ENDANGERED FORMOSAN PANGOLINS (<i>MANIS PENTADACTYLA PENTADACTYLA</i>) FROM SOUTHEASTERN TAIWAN
Bibliographic record
Abstract
Formosan pangolin, a sub-species of Chinese pangolin is a critically endangered insectivorous mammal found only in Taiwan. Pathological studies are helpful in the diagnosis and investigation of wildlife diseases. Pathological findings in pangolins have not been well documented. The present paper reports the pathological findings of 14 free-ranging Formosan pangolins. External injuries and superficial wounds (6/14) were common finding in gross examination and were mostly found in the legs. Respiratory system (78%, 11/14) lesions included interstitial pneumonia, atelectasis and emphysema. Hepatic changes (43%, 6/14) included necrosis, bile duct hyperplasia, lipidosis and extensive hepatocyte degeneration. Parasites were detected in 57% of pangolins (8/14) studied and included both endoparasites and ectoparasites. Urinary system (21%, 3/14) lesions were interstitial nephritis and nephrolithiasis. Brain lesions were found in three pangolins and included cerebral edema and hemorrhage and ventriculitis. Additional pathological lesions included thyroid gland hyperplasia and left ventricular hypertrophy. The presented pathological findings can aid in the understanding of diseases of pangolins and will contribute knowledge to future investigations on diseases of pangolins.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".