Difficult case of Cronkhite-Canada syndrome with small intestinal bacterial overgrowth,<i>Clostridium difficile</i>infection and polymyalgia rheumatica
Bibliographic record
Abstract
A 64-year-old woman presented with heavy diarrhoea, nausea and weight loss accompanied by alopecia and dystrophic fingernails and toenails. The preceding diagnosis of an inflammatory bowel disease, a common pitfall, was excluded by endoscopic work up. Instead, Cronkhite-Canada syndrome (CCS), a rare polyposis condition, was identified as the reason for this almost pathognomonic combination of diagnostic findings including various polyps throughout the entire intestine and ectodermal abnormalities. This case exemplifies common risks and complications in terms of gastrointestinal malabsorption, infections and small intestinal bacterial overgrowth (SIBO), including its treatment as well as a hereto unreported association with polymyalgia rheumatica. In CCS, long-term immunosuppressive therapy and close endoscopic cancer screening of the patient is essential. The treatment of vitamin deficiency and recurring SIBO helps to reduce symptoms.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.005 | 0.003 |
| 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".