Surgical Scar Endometriosis After Abdominal Myomectomy: A Case Report
Bibliographic record
Abstract
Endometriosis is a persistent gynecological disorder defined by the existence of functioning endometrial glands and stroma beyond the uterine cavity. Globally, estimates suggest that 10–15% of all women of reproductive age are affected by endometriosis. Surgical scar endometriosis is a rare condition that presents in patients after cesarean section or myomectomy, where the endometrial tissue implants in the surgical scar. We present the case of a 35-year-old female complaining of cyclical abdominal pain, oozing dark red blood from the surgical site, and a lump on the left side of a Pfannenstiel incision. She had undergone myomectomy one year ago. Keywords: Endometriosis, myomectomy, surgical scar, Pfannenstiel
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How this classification was reachedexpand
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 | 0.004 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".