Investigating the Anti-Cancer Properties of 6-Shogaol in Zingiber officinale
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
Cancer is ranked as the first or second cause of death in 112 countries across the world with an estimated 19.3 million new cases of cancer along with 10 million deaths occurring in 2020. Colon cancer is the second most common cancer in women and the fourth most common cancer worldwide. Investigating methods to reduce or prevent cancer through natural and holistic processes are becoming more of a common research topic around the world. Influenced through traditional Chinese medical practices and Ayurvedic medicine, scientists are now exploring anticancerous compounds present in plants and foods used in these cultures. For instance, ginger (Zingiber officinale) has been used for centuries all over Asia for medicinal purposes and contains anticancer compounds. Our review focuses on one of ginger's constituents, 6-shogaol, and its role in colon cancer. We found that 6-shogaol has a significant effect on apoptosis by influencing caspase pathways and cell cycle arrest.
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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 | 0.006 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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