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
One of the potential complications of acute myocardial infarction is left ventricular thrombus (LVT). The incidence of LVT following acute myocardial infarction has decreased dramatically with early invasive reperfusion techniques or fibrinolysis. However, the risk of LVT formation remains significant and is associated with an increased risk of systemic embolism, stroke, cardiovascular events, and even death. Current guidelines indicate that dual antiplatelet therapy and anticoagulation therapy for at least 3 months can reduce the risk of these events. While vitamin K antagonist is the preferred oral anticoagulant, there is growing evidence to support the use of direct-acting oral anticoagulants in LVT management. Cardiac magnetic resonance has shown the highest diagnostic accuracy for LVT assessment, followed by echocardiography with contrast agents. This article serves as a general review of the pathophysiology, diagnosis, and management of LVT.
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 | 0.000 | 0.001 |
| 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) | 0.001 | 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