Outbreak of Fatal Subacute Bubaline Fasciolosis in Wayanad, Kerala, India
Bibliographic record
Abstract
Present communication deals with a fatal outbreak of subacute fasciolosis in male buffalo calves in Wayanad district. During first week of February 2012, six out of 25 male buffalo calves aged 6-9 months, owned by a farmer residing near the dam site of Karappuzha, Wayanad district died suddenly during a period of 3-4 days. The animals were brought to Kerala 4 weeks back from Andhrapradesh for fattening. On post-mortem examination, the peritoneal cavity was filled with ascitic fluid. Liver was enlarged and large numbers of migrating flukes were observed. Snails collected from nearby water bodies released only echinostome cercariae. It was concluded that the infection occurred not from Kerala and might have happened from Andhrapradesh. Treatment with Triclabendazole at the dose rate of 24 mg/Kg body weight saved the rest of the animals.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 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".