Skin Preparations from Catfish (Arius bilineatus, Val.) Contain a Lipid Which Inhibits Cancer Cell Survival <i>In Vitro</i>
Bibliographic record
Abstract
The Catfish (Arius bilineatus, Val.) secretes a gelatinous substance composed of biochemically active lipids and proteins from its skin upon stress or injury. Preparations from the skin have previously been shown to affect blood clotting, accelerates healing of non‐healing diabetic foot ulcers and relief from neuropathic pain in man 1 . Chromatographic separation of the crude lipid preparation on silica gel column gave a fraction eluted with chloroform that apoptosed human cancer cell lines (K562 and DU‐145) in vitro , observed IC50 was between 5 – 10 ug/0.1ml/1e4 cells. Identification of the active substance(s) is currently under way. Support or Funding Information (Supported by a grant from Kuwait Foundation for the Advancement of Science No. KFAS 201320701A‐D, and Kuwait University Research Grant No. SL03/14).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.002 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".