Endometrial stromal sarcoma of the uterus with malignant thrombosis of the iliac and femoral veins: Case report and review of literature
Bibliographic record
Abstract
A case report of endometrial stromal sarcoma is presented. A 37 year old patient was admitted with a history of excessive bleeding per vaginum during menstruation and lump in abdomen for the past 6-7 months which was found to be about 24 weeks pregnancy size. On opening the abdomen for hysterectomy the uterus showed a growth extending into the left adnexa, sigmoid mesocolon, and left parametrium. During surgery there was accidental transection of the left ureter and external iliac vein which showed extensive thrombus. As total hysterectomy was not possible, subtotal hysterectomy with bilateral salpingo-oophorectomy was performed, with D-J stenting of the ureter and ligation of the external iliac vein. Postoperatively the diagnosis of thrombosis of the internal iliac, external iliac, femoral and popliteal veins was established by CT scan and Doppler imaging. Histopathology showed endometrial stromal sarcoma.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".