Encorafenib and binimetinib for the treatment of BRAFV600E/K-mutated melanoma
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
BRAF is a constituent of the mitogen-activated protein kinase (MAPK) signaling pathway, which serves to activate downstream MEK, and is one of the most commonly mutated oncogenes in human tumors. Indeed, BRAF V600 mutations are present in approximately 40% of metastatic melanoma tumors. Encorafenib (LGX-818, Braftovi) and binimetinib (MEK-162, Mektovi) are small-molecule inhibitors of BRAF and MEK, respectively. BRAF and MEK inhibitors have been shown to improve overall and progression-free survival among patients with metastatic melanoma. Of these inhibitors, encorafenib and binimetinib are the newest combination, which received approval by the Food and Drug Administration (FDA) for the treatment of BRAF V600E/K-mutated melanoma in June 2018. This review will focus on the preclinical pharmacology, pharmacokinetics and clinical utility of encorafenib and binimetinib in BRAF V600-mutated melanoma.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 it