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
Placebo-controlled trials of nonsteroidal antiinflammatory drugs (NSAIDs) selective for COX-2 have revealed an enhanced risk for cardiovascular events. COX-2 inhibitors (coxibs) selectively reduce vascular prostacyclin synthesis without disrupting COX-1-derived thromboxane synthesis in platelets. Removal of prostacyclin's capacity to restrain all known endogenous compounds contributing to platelet activation and vasoconstriction is a well-recognized mechanism for coxib action in the cardiovascular system which can pre-dispose to thrombosis, hypertension and atherosclerosis. Novel mouse models of selective COX-2 inhibition and disruption of microsomal prostaglandin E synthase-1 have been exploited to reveal the relative importance of prostacyclin and prostaglandin E2 in cardiovascular homeostasis. This review discusses the background to our current understanding of coxibs and provides further information relating to recent mechanistic insights into how COX-2 inhibition promotes cardiovascular risk.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.009 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.008 | 0.013 |
| 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 | 0.001 | 0.003 |
| 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