Sotorasib and other drugs comparison in treating non-small cell lung cancer
Bibliographic record
Abstract
KRAS G12C is associated with poor diagnosis in non-small cell lung cancer (NSCLC), and this mutation accounts for 14% of total lung adenocarcinomas. Sotorasib is a KRAS G12C inhibitor drug that selectively treats NSCLC with KRAS G12C mutation. Other target therapies are available to treat NSCLC, and how Sotorasib differs in drug performance compared to other targeted therapies are not fully understood. This literature review compared Sotorasib with other NSCLC targeted therapy drugs to discuss the efficacy, side effect, and resistance between Sotorasib and other drugs that target NSCLC. Overall, Sotorasib did not show a pharmaceutical development innovation as it does not show an advantage in efficacy, side effects, and resistance compared to other drugs. Through reviews, Sotorasib could involve in group treatment with ErbB inhibition drug to better enhance the resistance outcome of the drug. As the side effect of both drugs is all severe, the safety of the combination needs further experiments.
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 | 0.001 | 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 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".