Spontaneous Resolution of Primary Small Bowel Volvulus With Oral Contrast
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
We report a case of 49 year-old male who presented to the emergency room with abdominal pain. CT of the abdomen revealed a small bowel volvulus. After ingestion of the contrast dye used for the CT imaging study, he experienced resolution of his presenting symptoms. Furthermore, his follow up abdominal radiograph done 1 hour later showed a decrease in the number of distended small bowel loops, corresponding to an immediate improvement in his condition. This is the first report of spontaneous resolution of primary small bowel volvulus after ingestion of oral contrast. This case can be used for further investigation of a therapeutic role of oral contrast in the management of primary small bowel volvulus. doi:10.4021/jcs67w
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| 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) | 0.000 | 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 it