A Rare Case of Postmenopausal Bleeding: Choriocarcinoma
Bibliographic record
Abstract
Choriocarcinoma is an aggressive malignant tumor comprised of sheets of anaplastic cytotrophoblast/syncytiotrophoblast cells. The majority of choriocarcinoma cases are of intra-uterine, gestational origin and generally develops within the first year following pregnancy, consequently it is generally observed within reproductive age groups. A 58-year-old woman was presented to our clinic with vaginal bleeding in the preceding months. The serum B-HCG level was 12414 mIU/mL. A pelvic ultrasound showed a 41 × 37 mm heterogeneous mass on the right anterior fundal wall of the corpus uteri, to which blood flow was increased on colour Doppler examination. Here in study, we present a case of postmenopausal uterine choriocarcinoma. Practitioner must be awareness of choriocarcinoma as a cause of postmenopausal vaginal bleeding. doi: http://dx.doi.org/10.4021/jcgo19w
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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 | 0.036 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".