Platelet Aggregation Modulation by a Cholesterol Derivative identified in Skin Secretions from Arabian Gulf Catfish (Arius bilineatus, Val.)
Bibliographic record
Abstract
We present in this study that one Oxysterol (OS) within the lipid fraction of the isolated epidermal gel released from freshly caught catfish from the Arabian Gulf (Arius bilineatus, Val.) potently and selectively inhibits the collagen-evoked aggregation of human platelets in vitro. This cholesterol metabolite, identified as Cholesterol-3,5,6-triol (S5) is one of 14 steroids/oxysterols identified in the lipid fraction of the secreted epidermal gel. The selective action of S5 in this study suggests that it may have efficacy in cancer therapy as platelet inhibition has been shown to be important in the therapeutic control of cancer and in other chronic diseases including inflammation and related diseases.
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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 | 0.003 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".