A case of intraepithelial squamous cell carcinoma arising from urethral caruncle
Bibliographic record
Abstract
A 62-year-old female patient had occasional bleeding from a massin the urethral meatus. She had been conservatively treated withsteroid ointment at another hospital for 1 year, but the bleedinghad persisted. The patient was therefore referred for further treatment.A reddish mass, measuring 5 mm in diameter was noted atthe posterior lip of the urethral meatus. The mass was diagnosedto be a urethral caruncle and was removed. Microscopically, thesquamous epithelium, which covered the urethral caruncle, wasfound to be keratinized, with the proliferation of atypical cells withswollen nuclei in the entire mucosal layer. The mass was finallydiagnosed to be intraepithelial squamous cell carcinoma arisingfrom the urethral caruncle.The occurrence of intraepithelial squamous cell carcinomaarising from a urethral caruncle is extremely rare. A search of theEnglish literature revealed only 1 other case report.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.005 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".