Early treatment with inhibitors of P2Y12 receptor in patients with ST-segment elevation myocardial infarction — 2023 ESC recommendations and scientific evidence. Is clinical evidence sufficient to suggest a move towards precision medicine? The ELECTRA-SIRIO 2 investigators’ viewpoint
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
The 2023 ESC guidelines changed previously recommended a strategy of early treatment in patients with STEMI. Pre-treatment with a P2Y12 receptor inhibitor may be considered in patients undergoing a primary PCI strategy (Class IIb, Level of evidence B). However, the available scientific evidence justifies a personalized approach differentiating the indications for pre-treatment with oral P2Y12 receptor inhibitors depending on the concomitant administration of opioids. In our opinion, in patients undergoing primary PCI not treated with opioids, pre-treatment with an oral P2Y12 receptor inhibitor should be applied, while in patients undergoing primary PCI treated with opioids, pre-treatment with an oral P2Y12 receptor inhibitor should be considered.
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 | 0.007 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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