Bibliographic record
Abstract
The annual American Society of Anesthesiologists (ASA) Award for Excellence in Research recognizes an individual for outstanding achievement in research that has or is likely to have an important impact on the practice of anesthesiology.The individual’s work must represent a body of original, mature, and sustained contribution to the advancement of the science of anesthesiology. The nominee need not be a physician, an anesthesiologist, or a member of the ASA, but must be presently engaged in research related to anesthesiology, academically accomplished with peer-reviewed publications and funded research, and nominated in response to a call for nominations. The completed application must include the nominee’s current curriculum vitae, a letter of nomination, and a seconding letter from two individuals with an understanding of the research contributions of the individual.The 2018 Award for Excellence in Research was presented to Beverley A. Orser, M.D., Ph.D., F.R.C.P.C., F.C.A.H.S. at the Anesthesiology 2018 annual meeting in San Francisco on Monday, October 15, 2018. Dr. Orser is and has been faculty of the University of Toronto in the Department of Anesthesia for her entire career and has been an active clinical anesthesiologist and educator at Sunnybrook Health Sciences Centre (Toronto, Canada).The deadline for nominations for the 2019 Award for Excellence in Research is March 31, 2019. Please submit nominations or any questions regarding this award to Vicki Vass Tedeschi, Managing Editor, Anesthesiology; e-mail: managing-editor@anesthesiology.org.The James E. Cottrell, M.D., Presidential Scholar Award recognizes colleagues who dedicate their formative careers to research. Anesthesiologists who are within 10 years of their first appointment to a department of anesthesiology, who are Board-certified in their country of practice, who are American Society of Anesthesiologists (ASA) members, and who are clinically active in anesthesia, intensive care, or pain medicine are eligible for the award. Nominees must be academically accomplished with peer-reviewed publications and funded research. Candidates should be nominated by their department chair or by the Committee on Research. The nominee’s department chair should submit a letter of support and the nominee’s current curriculum vitae as well as one seconding letter from a senior faculty member. Only one nominee per department will be accepted.The recipient of the 2018 Presidential Scholar Award was Brian Bateman, M.D., who received the award at the Anesthesiology 2018 annual meeting in San Francisco.The deadline for nominations for the 2019 James E. Cottrell, M.D., Presidential Scholar Award is March 31, 2019. Please submit nominations or any questions regarding this award to Vicki Vass Tedeschi, Managing Editor, Anesthesiology; e-mail: managing-editor@anesthesiology.org.
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 | 0.003 | 0.016 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.809 | 0.697 |
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; the direct Gemma label and the distilled Codex classifier 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".