Fallopian Tube Papilloma: An Unusual Case of Tubal Obstruction
Bibliographic record
Abstract
Fallopian tube (FT) neoplasms either benign or malignant are uncommon in pathology. Papillomas are rare benign neoplasms of the FT. This report describes the presence of a benign papilloma of FT presenting as a ruptured ectopic pregnancy in emergency. A 24-year-old female presented to the gynecology emergency with chief complains of acute pain abdomen for 6 hours and bleeding per vaginum (PV) for 1 day. Left salpingectomy with a right tubal segment ligation was done and sent for histopathologic examination. It was subsequently diagnosed as FT papilloma with no evidence of tubal gestation on histopathology. FT papilloma, although rare and often found incidentally, could be a significant factor in occluding the lumen of the tube, thereby resulting in abortion or sterility of the patient. Since the management is mainly conservative and prognosis is good, it is also essential to differentiate these lesions from the other proliferative lesions of FT. J Clin Gynecol Obstet. 2016;5(2):71-73 doi: http://dx.doi.org/10.14740/jcgo302w
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.006 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".