Applying the Herpes Simplex Virus Thymidine Kinase/Ganciclovir Approach to Ovarian Cancer: An Effective in vitro Drug-Sensitization System
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Ovarian cancer is a major clinical problem with no rewarding treatment protocol currently available. In other malignancies transfer of the herpes simplex virus thymidine kinase (HSV-tk) gene into tumor cells using a viral vector followed by administration of ganciclovir (GCV) provides a potentially effective strategy for treatment. In this work human ovarian epithelial cancer cell lines were infected with a recombinant adenoviral vector expressing the HSV-tk (AdRSV-tk) and were rendered sensitive to doses of GCV that were 100-200 times less than for untransfected cells. A strong bystander effect was noted with significant killing at a ratio of infected:uninfected cells of only 1:20 and maximal killing at 1:3. Normal human ovarian surface epithelial cells were also highly sensitive to the AdRSV-tk/GCV system. This study demonstrates the potential efficacy of the HSV-tk/GCV approach in ovarian cancer gene therapy.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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 it