Bibliographic record
Abstract
William Sibbald was born June 28, 1946, and died September 14, 2006, at his home in Toronto, Ontario, surrounded by his family after a two-year battle with cancer. He was 60 years old. Up until two days before his death, he remained the Physician-in-Chief of Sunnybrook Health Sciences Centre in Toronto, Editor-in-Chief of the Journal of Critical Care and a lifelong dynamic force for the advancement of critical care medicine regionally, nationally and around the world. His last days were given to his family. His primary love was his children, for whom he was a tireless supporter. He was a committed and compassionate physician, healthcare pioneer, renowned researcher, tireless leader, inspirational teacher, and generous mentor. For those of us who knew him personally, he was truly an impressive force for good in acute care medicine. He was also a highly valued member of the Editorial Board of this journal. Except for a fellowship in Critical Care Medicine at Wayne State University, Bill received all his medical school and internal medicine training in the University of Western Ontario in London, Ontario, where he subsequently helped create and run the Richard and Jean Ivey Critical Care and Trauma Unit of Victoria Hospital for 23 years from 1977 to 2000. Afterward he moved to Toronto to become the Physician-in-Chief at Sunnybrook Health Sciences Centre, supporting the largest collection of intensive care unit beds in Canada. Bill's academic career mirrored the man in that it was characterized by insightful and important observations, varied and evolving interests. His initial research focused on cardiovascular function as he worked to understand the physiology of sepsis and trauma. However, he rapidly branched into nearly every aspect of clinical research in the intensive care setting, including ethics issues in the intensive care unit setting, process control, technology transfer and the practical application of evidence-based medicine. Some of the more quantifiable products of these efforts were more than 260 peer-reviewed publications, 70 chapters and 9 monographs and textbooks. But these numbers cannot estimate the impact that Bill had on the practice of critical care medicine. He literally touched the lives of most of the academic leaders in critical care around the world, personally trained countless students and helped forge insightful and reasonable healthcare policy for his native province of Ontario as well as defining similar principles worldwide. In recognition of these efforts Dr Sibbald received the Dean's Award of Excellence, Faculty of Medicine, University of Western Ontario, in 1997, Distinguished Investigator Award, American College of Critical Care Medicine, in 1998, a fellowship at the Royal College of Physicians and Surgeons, Edinburgh, in 2002, and the Distinguished Service Award, Society of Critical Care Medicine, in 2004. We shall all miss the dynamic presence and positive energy that Bill brought to every occasion. But he will be remembered for the large body of work etched into the fabric of medicine through his studies, teaching and personal efforts that will make his positive imprint everlasting as memories fade and life goes on.
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 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.118 | 0.076 |
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".