Exploring Phytosome Technology for Improved anti-inflammatory activity of Murrayakoenigii Extracts in Therapeutics
Bibliographic record
Abstract
The phytosome complexes demonstrated enhanced physicochemical properties, including a stable colloidal system with favorable particle size and zeta potential values. The FTIR analysis confirmed the successful interaction between the phospholipids and bioactive compounds, supporting the formation of phytosome complexes. With a high encapsulation efficiency of 85%, the phytosome formulation exhibited potential for sustained release of bioactive compounds, enhancing their bioavailability. The anti-inflammatory activity of the phytosome complexes was confirmed through significant inhibition of protein denaturation and hemolysis, with the complexes showing 75% and 80% inhibition, respectively, at a concentration of 50 μg/mL. These results highlight the promising therapeutic potential of phytosome complexes in the treatment of inflammation-related conditions.
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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 | 0.001 |
| 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".