Improving upon the in vitro biological activity of antithrombotic disulfides
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
Several sulfur-containing compounds, isolated from garlic, have been implicated as highly active antithrombotic agents. We have prepared 10 new aromatic disulfides and an aromatic thiosulfonate in order to determine the in vitro response of human platelets to dosages of these compounds. The poor biological activity of PhSSCH3 was enhanced by the introduction of, inter alia, a nitro group onto the aromatic ring. The nitro group increased potency by activating the disulfide linkage. Anti-platelet aggregation activity was also enhanced by increasing the lipophilicity of one test compound. The ability of an aromatic disulfide to inhibit platelet aggregation can be enhanced by appending an electron-withdrawing group to the aromatic ring. The results presented establish that the aromatic thiosulfonate is a very effective inhibitor of platelet aggregation.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 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) | 0.000 | 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 it