Recurrent colic in a 1‐year‐old dromedary camel
Bibliographic record
Abstract
Abstract A 1‐year‐old male castrated dromedary camel presented with a 3‐week history of intermittent colic characterized by diarrhoea, inappetence and lethargy. The patient was originally diagnosed with intestinal parasites ( Trichuris spp.) 2 weeks prior, for which he was dewormed and released from the hospital. However, the patient's clinical signs did not improve, so further workup was deemed necessary. Based on severe weight loss and hypoalbunaemia, with no further detection of common intestinal parasites, a suspicion of proliferative enteritis led to additional diagnostics. A faecal sample submitted for Lawsonia intracelluris PCR tested positive for the bacterium. The patient received four treatments of oxytetracycline, and clinical signs significantly improved. Another PCR was performed 4 weeks after treatment and was negative for L. intracellularis . While other causes of this camel's clinical signs are possible, this case suggests L. intracellularis may have contributed to signs of recurrent colic in a dromedary camel.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".