Treatment of Cronkhite-Canada syndrome monitored by gastrointestinal endoscopy
Bibliographic record
Abstract
A man in his sixties presented at our hospital with a chief complaint of diarrhea accompanied by nail deformation, skin pigmentation, dysgeusia, anorexia, weight loss and edema of the lower leg. Laboratory data showed malnutrition, and Technetium-99m-labeled human serum albumin scan showed positive accumulation in the intestine. On endoscopy, many more polypoid lesions were found in the stomach and colon than in the esophagus, duodenum, and terminal ileum. Background mucosa between polypoid lesions was reddish and edematous. This case was diagnosed as Cronkhite-Canada syndrome, and treatment initiated with intravenous hyperalimentation, prednisolone, sulfasalazopyridine and tranexamic acid. Gastrointestinal endoscopy performed after three months of treatment showed a decrease in the number of polypoid lesions and reduction in mucosal redness and edema. Gastrointestinal endoscopy after nine months’ treatment showed a disappearance of almost all the polypoid lesions.
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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 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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 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".