A NEW MULTI-SYMPLECTIC SCHEME FOR NONLINEAR “GOOD” BOUSSINESQ EQUATION
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
During a follow up period of 5 years (January 1983-December 1988), 145 consecutive patients (14% of all patients undergoing coronary artery bypass surgery) underwent multiple coronary artery bypass grafting combined with endarterectomy whenever necessary for treatment of severe diffuse triple-vessel coronary artery disease. Fifty-one patients (35%) had poor left ventricular ejection fraction (less than 35%). Associated left main coronary artery disease was present in 30 (21%) patients. All coronary arteries and branches with greater than 50% obstructive disease were bypassed, using saphenous vein conduit; average grafts per patient were 5.5. Endarterectomies were done in 137 patients in 210 vessels. Right coronary artery was the commonest site (132 patients). Multiple vessel endarterectomy (greater than 2 vessels) was done in 44 patients (30%). The peri-operative mortality was 3.5%. Pre-operatively, 75% patients had class III and 14% class IV (Canadian Cardiovascular Society angina criteria). During the mean follow up period of 2 years, 86% patients have class 1 symptoms, and 14% have class II symptom. Thirty of these 145 patients have undergone resting and exercise radionuclide ventriculographic studies which have shown a significant improvement in the ejection fraction response to exercise (p less than 0.05). Thus, patients with severe diffuse coronary disease can undergo multiple bypass grafting procedure, along with endarterectomies with low mortality rates and improved exercise tolerance and functional classification.
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 | 0.007 |
| 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