An Element of Hope: Radium and the Response to Cancer in Canada, 1900–1940
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
The 1898 discovery of radium represented one of the monumental advances in medicine, and paved the way for the emergence of novel fields such as nuclear physics and cancer therapy. In his book An Element of Hope: Radium and the Response to Cancer in Canada, 1900–1940, Charles Hayter examines the development of cancer programs in Canada and concomitantly illustrates the hopes, disappointments and struggles that accompanied the use of radium in cancer treatment. His book depicts the compelling historical timeframe that witnessed the entry of radium into the medical establishment, a time characterized by renewed optimism in medicine and research, and describes how the use of radium was introduced on empirical grounds, not through experiment in the laboratory but through experience in the clinic. The hopes placed in this element in the early days are probably best illustrated by the words of a Montreal physician who stated that without radium, the world would be uninhabitable, and by the initial belief that radium was to cancer a magic bullet.
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 | 0.001 | 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) | 0.001 | 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