Primary Endometrioid Adenocarcinoma of the Vagina
Bibliographic record
Abstract
Vaginal adenocarcinoma is the second most common primary cancer of the vagina, yet there has been very little study of most subtypes other than clear cell carcinoma. We reviewed 18 cases of primary vaginal endometrioid adenocarcinoma, in our experience the second most common subtype. The patients ranged from 45 to 81 years of age (mean 60). Most presented with vaginal bleeding, and had had a prior hysterectomy. Five had a history of unopposed estrogen therapy but none had a history of intrauterine diethylstilbestrol exposure. The tumors were at the vaginal apex in 10 cases, in the posterior wall in 3, the lateral wall in 3, and the anterior wall in 1. On microscopic examination, each of the tumors had a pure or predominant component of typical endometrioid adenocarcinoma. There was squamous metaplasia in 4 cases, mucinous metaplasia in 4, and prominent nonvillous papillae in 2. The tumors were grade 1 of 3 in 4 cases, grade 2 in 13, and grade 3 in 1. Eleven cases were FIGO stage I, 5 stage II, and 2 stage IV. Vaginal endometriosis was identified in 14 cases, and is important in indicating a primary vaginal tumor, rather than secondary spread from the endometrium. Other subtypes of adenocarcinoma (such as serous when the tumor has a papillary pattern) and atypical forms of endometriosis, including polypoid endometriosis, are the most common other differential diagnostic considerations. The prognosis seems to be good in low-stage patients, with 11 patients alive and well and 2 alive with recurrent disease.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".