Benign monoclonal gammopathy in a dog exhibiting a low antibody titer to Ehrlichia canis
Bibliographic record
Abstract
The occurrence of a remarkable benign g-monoclonal gammopathy in a 2.5-year-old intact male bichon frise dog, secondary to acute Ehrlichia canis infection, with no travel history outside of Ontario. Exceptionally high levels of serum IgG (104.0 g/L) as a result of benign monoclonal gammopathy were noted during the disease state that returned to normal subsequent to recovery. Treatment with doxycyline and prednisone resulted in complete recovery and disappearance of the monoclonal gammopathy. In conclusion, such a recovery from monoclonal gammopathy due to infection is indeed promising since very high serum IgG concentrations can be brought back to physiological levels by therapeutic intervention. Key words: Dog, benign monoclonal gammopathy, Ehrlichia canis.
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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 | 0.010 | 0.009 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.007 |
| 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; both teacher heads agree on what is shown here.
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".