Dr. William Waugh (1851–1936): promoter of change in nineteenth century medical education and practice
Bibliographic record
Abstract
SUMMARY: Dr. William E. Waugh (1851-1936) witnessed and actively participated in many changes in medical education and practice during his 6 decades in medicine. Trained as a surgeon and general practitioner, Waugh practised medicine in London, Ont., during the late nineteenth and early twentieth centuries. Early in his career, he embraced the new field of microbiology; refused outdated practices, such as bleeding; and dared to form a medical school despite strong criticism. Waugh was one of the founders of the Western University medical school, and he served various teaching and administrative roles in addition to maintaining a successful practice. He reminded students of the role of the physician's senses, which he cautioned were in danger of being eclipsed, rather than supplemented, by the diagnostic instruments being adopted into clinical practice.
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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 | 0.001 | 0.002 |
| 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".