BLP-25 liposomal vaccine: a promising potential therapy in nonsmall-cell lung cancer
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
Despite marginal improvements in survival gained from multimodality treatment, long-term survival rates remain low for lung cancer, which remains the leading cause of cancer-related mortality in North America. BLP25 liposomal (L-BLP25) vaccine (Stimuvax) is a promising liposomal vaccine designed to generate an immune response against MUC1, a glycoprotein expressed on the cell surface of many normal epithelial tissues and over or aberrantly expressed on many carcinoma cells, including non-small-cell lung cancer (NSCLC). MUC1 is potentially a good target for immunotherapy, as evidenced by preclinical data and in Phase I and II clinical trials demonstrating the potential early activity of L-BLP25 with minimal toxicity in NSCLC. A Phase III randomized, placebo-controlled trial of L-BLP25 is currently being conducted in stage III NSCLC patients.
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.
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) | 0.001 | 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) | 0.001 | 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 it