P34Mechanical ileus diagnosed with transvaginal ultrasonography
Bibliographic record
Abstract
Background The aim of this work is to present a rare case of mechanical ileus diagnosed with ultrasound and confirmed on radiology. Thirty‐six years old women underwent an operation because of an endometric cyst and left adnexectomy was done. Mechanical ileus occurred on the fifth postoperative day. A level of liquid in bowel was seen at radiology. At ultrasound we saw on left hemiabdomen distended bowel and a thin, wire‐like hyperechogenic structure with no vascularization, thick about 5 mm. This structure was surrounded by the bowel. Laparotomy detected the bowel surrounded by a wire‐like thin fibrinoid structure which was extended from uterus corn to the left pelvic wall and caused mechanical ileus. After release of this tissue the bowel was in normal condition and peristaltics was restored next day. Conclusion It is possible to observe a localization of mechanical ileus with vaginal sonography.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".