Laparoscopic Management With Detorsion Suture of an Ovarian Torsion During Early Pregnancy
Bibliographic record
Abstract
The aim of the study is to present a case of maternal adnexal torsion at the 9th gestational weeks, and its laparoscopic management with prophylactic detorsion suture. A 22-year-old, gravida 3, spontaneous abortion 2, pregnant woman at her 9th weeks of gestation, presented to the emergency department with acute onset of excruciating pain in the left and right-abdominal quadrant. Laboratory results were normal. In the right adnexa, a large, 10 cm x 6 cm edematous ovary was seen. Laparoscopy was performed with a standart technics. A congested 10 cm right ovary was found to be twisted around its adnexal pedicle 2.5 rotations. After untwisting the ovarian pedicle, the ovary returned to its normal color and showed no signs of hemorrhage or necrosis. The patient recovered without problems and discharged on the first postoperative day. The remainder of her pregnancy was unremarkable. doi: http://dx.doi.org/10.4021/jmc1026e
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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 | 0.003 |
| 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 | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 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 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".