Bibliographic record
Abstract
The patient was a 72-year-old man who had recently suffered an acute inferior wall myocardial infection and was referred for evaluation of a suspected left atrial mass seen on transesophageal echocardiography (TEE). TEE (Fig. 1) showed a true aneurysm of the inferior wall (LVA) and posterior myocardial rupture with false aneurysm (FA) formation; thrombus was evident within the false aneurysm, not in the left atrium. Cardiac catheterization revealed severe triple vessel disease, and ventriculography in the RAO projection (Fig. 2) demonstrated the LVA arising from the inferior wall of the left ventricle (LV), and its communication with the FA (arrows). TEE at a 90° plane showing an inferior L.V. aneurysm, and a false aneurysm containing thrombus. Cardiac catheterization, RAO projection. The inferior wall aneurysm is seen to communicate with a false aneurysm (arrows). Triple coronary bypass was performed, the true aneurysm was resected, and the communication with the false aneurysm closed with fibrin glue. Although the patient was successfully weaned from cardiopulmonary bypass with the aid of an intra-aortic baloon pump, he died 3 weeks postoperatively of multiple organ dysfunction.
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.
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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".