Étude de la distribution spatiale des principales causes de mortalité dans la ville de Québec (1976-1978)
Bibliographic record
Abstract
Les variations spatiales de la mortalité dans le cadre des secteurs de recensement de la ville de Québec ont été illustrées et analysées à l'aide d'une série de cartes établies pour' les années 1976 à 1978. Outre la mortalité générale, sept causes de mortalité ont été prises en considération : maladies de l'appareil respiratoire; de l'appareil digestif; de l'appareil circulatoire; mortalité infantile; tumeurs malignes; maladies des glandes endocrines, de la nutrition et du métabolisme, accidents, empoisonnements et traumatismes. Cette analyse permet d'établir une relation entre la localisation des indices de mortalité les plus élevés et certains facteurs de l'environnement. En particulier, la mortalité relativement élevée dans le « croissant de pauvreté », situé dans la basse ville de Québec, fait ressortir de manière évidente la situation nettement défavorisée de la population qui vit dans ce secteur.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".