Urachal-sigmoid fistula associated with diverticular disease
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Urachal anomalies rarely present in adulthood. We report the second known case of urachal-sigmoid fistula associated with diverticular disease. METHOD: We performed a case report and literature review. We searched MEDLINE and PubMed using the search words "urachus," "urachal fistula," "sigmoid colon" and "diverticulosis." RESULTS: Our literature review revealed 1 previous report of urachal-sigmoid fistula associated with diverticular disease. We reviewed other publications with respect to pathophysiology, diagnosis and management of urachal disease. CONCLUSION: Urachal disease that presents in an adult is usually the result of some complication of a urachal anomaly. Various modes of imaging may help confirm the diagnosis, although CT sinography has been recommended and was key in the present case. Management includes eradication of infection and, usually, surgical intervention.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it