REPLICATION OF LOW PATHOGENIC AVIAN INFLUENZA VIRUS IN NATURALLY INFECTED MALLARD DUCKS (ANAS PLATYRHYNCHOS) CAUSES NO MORPHOLOGIC LESIONS
Bibliographic record
Abstract
Although the Mallard (Anas platyrhynchos) is considered an important maintenance host for low pathogenic avian influenza (LPAI) viruses, viral cell tropism and pathology in naturally infected birds are largely unknown. In August 2006, we collected 19 free-living hatch-year Mallards that were positive for LPAI virus by real-time reverse-transcriptase polymerase chain reaction (RRT-PCR) in combined oropharyngeal and cloacal swabs. We investigated virus infection and associated lesions in the digestive and respiratory tracts by RRT-PCR, virus culture, immunohistochemistry (IHC), and histology. By RRT-PCR, 15 birds were positive in cloacal bursa, colon/cloaca, or both, and three were positive in lungs. Virus was isolated from eight birds and typed as H2N3 (three birds), H3N3 (two birds), H3N8 (one bird), H4N6 (one bird), and H?N3 (one bird). By IHC, birds were positive in the cloacal bursa (eight birds), colon (three), cecum (two), or ileum (one). Cell types infected were superficial epithelial cells of the bursa and epithelial cells of the intestinal villi and, less commonly, mucosal glands. By histology, there was no evidence of lesions associated with LPAI virus infection. These results show that epithelia of the cloacal bursa and of the lower intestine are important sites of natural LPAI virus infection in free-living hatch-year Mallards. The lack of lesions associated with this infection suggests that there is a strong selection by LPAI virus to cause minimal virulence in this maintenance host species.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| 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".