Physicochemical Properties of a Water-Soluble Adduct of C<sub>60</sub> with <scp>l</scp>-Cysteine for Biomedical Applications
Bibliographic record
Abstract
As a result of a comprehensive study of the physicochemical properties of the C 60 - l -cysteine aqueous solutions, practically significant results were obtained, which underlie the understanding of the mechanisms of biological action and biocompatibility. It was shown that the adduct of fullerene C 60 with l -cysteine is compatible with water and aqueous solutions and at the same time is amphiphilic. Aqueous solutions are strongly associated and, depending on the concentration, associates of various orders are formed up to the micron size; dilute solutions have high negative partial volumes, which indicate a strong structure. The adduct does not exhibit cytotoxicity, possesses antiradical activity, and reversibly binds to human serum albumin. The obtained data demonstrates the complexity of the systems under study and the prospects for their application in medicinal chemistry and biomedical materials science.
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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 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".