Current Phase II clinical data for ridaforolimus in cancer
Bibliographic record
Abstract
INTRODUCTION: The PI3K/AKT/mammalian target of rapamycin (mTOR) pathway plays a critical role in controlling cellular metabolism, proliferation and cell cycle regulation. Constitutive activation of this pathway has been demonstrated in many tumor types. Targeting the PI3K/AKT/mTOR pathway is of increasing therapeutic interest. AREAS COVERED: Ridaforolimus belongs to a class of agents known as the rapalogs, first-generation mTOR inhibitors, which inhibit mTORC1, a part of the mTOR complex. Both oral and intravenous formulations of this agent have been tested in Phase II clinical trials for the treatment of solid tumors and hematologic malignancies. Promising results have been seen in endometrial cancer and soft tissue and bone sarcomas. EXPERT OPINION: This article summarizes the current clinical and biological data on the use of ridaforolimus emerging from these Phase II studies, and provides potential advantages and drawbacks of the mTOR inhibitors in the current clinical practice.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.004 |
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".