A Presentation of Synchronous Ovarian and Endometrial Endometrioid Adenocarcinoma From a Case of Suspected Ruptured Ectopic Pregnancy
Bibliographic record
Abstract
A 32-year-old woman of child-bearing age who initially underwent surgical laparoscopy for suspected ruptured ectopic pregnancy with elevated serum β-human chorionic gonadotropin (hCG) levels was unexpectedly found to have histologically diagnosed synchronous ovarian and endometrial endometrioid adenocarcinoma. She subsequently underwent another full completion staging surgery and adjuvant chemotherapy as she was unsuitable for fertility-sparing surgery. An elevated serum β-hCG level accompanied by clinical signs of acute abdominal pain, per vaginal bleeding, ultrasound features of abdominal free fluid in the pelvis and an adnexal mass warrants a high clinical suspicion for a ruptured ectopic pregnancy. However, it is important to recognize ovarian malignancy as a rare but differential diagnosis to suspected ectopic pregnancy in patients with acute abdomen. Fertility-sparing surgery may be considered for young patients seeking fertility, without compromising patient survival in women without synchronous gynecological cancers.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.006 | 0.003 |
| 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".