Chronic Nonspecific Jejunitis - A -
Bibliographic record
Abstract
A 29-yr-old Japanese man presented with left lumbar pain. Laboratory tests were suggestive of an inflammatory disease but serological, bacteriological, and markers of auto immunity were all negative. Gastroduodenal endoscopy showed slight mucosal congestion of the gastric antrum but the duodenum showed normal villi. Colonoscopy showed no abnormalities, and small bowel enema and jejunoscopy were normal. Abdominal ultrasonography and CT scans showed wall thickening of the small intestine. At laparoscopically-assisted wedge biopsy of jejunum, focal edema was noted mainly affecting the midjejunum together with enlarged mesenteric nodes. Histopathological examination of the surgical biopsy material showed focal neutrophilic infiltration in the mucosa and submucosa without granuloma. The lymph node showed nonspecific changes with no granulomas. Although the etiology could not be identified, the patient responded well to clarythromycin treatment.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.002 |
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".