Orthotopic Xenograft Model of Cervical Cancer for Studying Microenvironmental Effects on Metastasis Formation and Response to Drug Treatment
Bibliographic record
Abstract
Cancers arising in the uterine cervix are usually squamous cell carcinomas that develop from preneoplastic lesions. They invade locally, and then typically metastasize to the regional lymph nodes and eventually to distant sites. Orthotopically grown xenografts are technically challenging to perform, but recapitulate the clinical situation to a greater extent than xenografts grown at subcutaneous or intramuscular sites. Thus, orthotopic xenografts develop lymphovascular invasion and metastasize to the para-aortic lymphatic chain in a pattern similar to that seen in patients. The extent of (lymph node) metastases is particularly apparent when the implanted tumor cells are transfected to express a fluorescent marker, such as DsRed, which allows the exposed retroperitoneum to be examined by fluorescence microscopy. Described in this unit is a surgical technique for orthotopic implantation and the use of this model for investigating the effects of novel agents as inhibitors of tumor growth and metastasis.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".