Brice Clarke (1895-1975) and the control of tuberculosis in Northern Ireland.
Bibliographic record
Abstract
Among the problems facing Northern Ireland after its foundation in 1920, one of the most daunting was the prevalence of tuberculosis, a chronic communicable disease with highest mortality among young women and men in the prime of life. Over a quarter of a century, legislative changes tardily responded, and in spite of, or because of its magnitude, Brice Clarke (1895-1975) devoted himself to the challenge. After decorated service in the Great War of 1914-19 he returned to finish his medical studies in Queen's University Belfast and held hospital appointments until he became Chief Tuberculosis Officer for Belfast and soon afterwards Director of Tuberculosis Services in Northern Ireland. For twenty years he was an enthusiastic proponent of collapse therapy, and even before the new chemotherapy hastened the natural decline in the tuberculosis epidemic he trumpeted the value of properly equipped chest clinics and generously funded welfare schemes. His garden at Hillsborough could not contain him in retirement; he set off on a slow boat to Japan in 1962, and returned to pen biographical sketches of famous consumptives until his death in 1975 at the age of 80.
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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.004 | 0.007 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.013 | 0.004 |
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".