Tuberculosis in Town: Mobility of Patients in Montreal, 1925–1950
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
Durant le deuxième quart du XX e siècle, la gestion idéale de la tuberculose exigeait l'immobilisation du malade pendant un an ou plus. En même temps, les villes nordaméricaines vivaient des changements majeurs axés sur une augmentation importante de la mobilité personnelle. Dans un ensemble de 300 cas d'étude montréalais, les auteurs observent les pressions contradictoires exercées sur les tuberculeux, ainsi que la résistance qu'ils pouvaient leur opposer et les manœuvres que leurs familles pouvaient faire pour défendre une mobilité nécessaire à leur survie. Les demandes des médecins en matière d'isolement et d'immobilisation se butaient à un manque de ressources, produisant un gouffre entre les idéaux de la santé publique moderne et la réalité urbaine.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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