Bibliographic record
Abstract
The first thing I would like to do as your newly appointed president is to thank all of you for the support and encouragement I have received during my twenty year association with the American Society of Regional Anesthesia and Pain Medicine (ASRA-PM). I would also like to thank my mentors: the late Harold Carron, Burton Epstein and Raafat Hannallah, who helped guide my research and education so that a position within ASRA-PM was possible. The second thing I would like to do is brief you on the wonderful Annual Meeting we just held in Vancouver, British Columbia. The Vancouver Convention & Exposition Centre was an outstanding facility. It is located adjacent to the five star Pan Pacific Hotel and just across the street from the Fairmont Waterfront Hotel. Restaurants and shopping were all within walking distance. The harbour walking and bicycle trail allowed one to go for a daily jog, bike ride or rollerblade. All of the gardens and parks were in full bloom with rhododendrons and other native flowers. The exchange rate made it a truly affordable meeting. Finally, Vancouver has an international airport with multiple daily flights to Chicago,
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 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.013 | 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; both teacher heads agree on what is shown here.
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".