Network-Wide Decision Making: Toward A Wafer-Thin Control Plane
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 an 18-month period 11 patients were seen at the Toronto Western Hospital Pain Clinic 4 months to 5 years after internal mammary artery (IMA) bypass with a specific cluster of chest wall symptoms and signs confined to the site of IMA graft harvesting. Sympathetic ganglia blocks produced dramatic but temporary relief of symptoms in two of the most severely affected patients. In two other patients seen quite early after surgery, use of transcutaneous electrical stimulation produced considerable and permanent decrease of symptoms within 3 weeks. Such a chronic pain syndrome has not been previously reported in the literature. We postulate that IMA bypass surgery may be associated with a specific pain syndrome. This syndrome may arise from injury to the anterior branches of the intercostal nerves at the site of graft harvesting. Possible neurophysiologic mechanisms are discussed.
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 | 0.000 |
| 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 | 0.001 | 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