Bibliographic record
Abstract
BACKGROUND: Squamous cell carcinoma of the vagina in pregnancy is rare. CASE: A 28-year-old primigravida with antepartum bleeding at 20 weeks' gestation was diagnosed with squamous cell carcinoma after biopsy of a vaginal mass. The histology revealed an invasive grade 3 squamous cell carcinoma of large-cell, nonkeratinizing type. The patient declined pregnancy termination and immediate radiation treatment. She continued to have episodes of vaginal bleeding and was admitted at 30 weeks' gestation. A decision was made in consultation with the neonatal unit to deliver her at 32 weeks' gestation. After corticosteroid treatment, she was delivered by cesarean delivery. Positive pelvic lymph nodes were noted at surgery. Postoperatively, she received external beam radiation and brachytherapy and concurrent cisplatin chemotherapy. She is disease free 3 years from her original diagnosis. CONCLUSION: This case emphasizes the importance of a thorough pelvic examination to assess the vaginal walls and cervix at the first prenatal visit and with any antepartum bleeding episode.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 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".