Cyclooxygenase-2 expression in malignant mesenchymal tumors and related uterine lesions
Bibliographic record
Abstract
The aim of this study was to determine whether the expression of cyclooxygenase-2 (COX-2) in uterine sarcoma cells and carcinosarcoma cells is associated with cell type. Nineteen sections of tissues from uterine sarcomas, carcinosarcomas, and an adenosarcoma, and endometrial stromal sarcomas, were immunohistochemically analyzed for the cellular expression of COX-2. Positive immunostaining for COX-2 was observed in 88.9% (8/9) uterine carcinosarcomas, uterine adenosarcomas but was not observed in uterine sarcomas and the endometrial stromal sarcoma (0/10). But positive immunostaining for COX-2 was observed in some sarcomatoid cells in carcinosarcoma tissue. These findings suggest that some of the sarcoma cells in uterine carcinosarcomas resemble epithelial malignant cells in regard to the increase in COX-2 expression, and support the hypothesis that some uterine carcinosarcomas are combination tumors. This may serve as a basis for new chemoprevention and treatment strategies for uterine carcinosarcomas through the inhibition of COX-2 activity.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.001 | 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 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".