MétaCan
Menu
Back to cohort
Record W306787968

Changements épidémiologiques au Canada: Un regard sur les causes de décès des personnes âgées de 65 ans et plus, 1979-2007

2012· preprint· fr· W306787968 on OpenAlexaboutno aff
Marie-Pier Bergeron-Boucher

Bibliographic record

VenueSocial and Economic Dimensions of an Aging Population Research Papers · 2012
Typepreprint
Languagefr
FieldSocial Sciences
TopicHealth disparities and outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsLife expectancyDemographyCause of deathExpectancy theoryGerontologyMortality rateDiseaseMedicinePsychologyPopulationSociology
DOInot available

Abstract

fetched live from OpenAlex

With a lower and lower mortality at younger ages, gains in life expectancy are heavily dependent on improvements in old age survival. However, over the last three decades, life expectancies at ages 65 and 85 did not show a constant rate of progress. Changes in life expectancy come from variations in the prevalence of specific causes of death trends and their interactions. The present thesis looks at the contribution of some causes of death on the changes observed in life expectancies and also at the trends in cause-specific death rates for Canada between 1979 and 2007. Results show that progresses in life expectancy at ages 65 and 85 are still mainly due to decreasing mortality from cardiovascular diseases. However, cardiovascular diseases are not the only causes of death to contribute to the gains in life expectancy. Death rates from the ten leading causes of death in Canada have all declined since the turn of the Century, but with different pathways from 1979 on.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.040
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.152
GPT teacher head0.402
Teacher spread0.251 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations4
Published2012
Admission routes1
Has abstractyes

Explore more

Same venueSocial and Economic Dimensions of an Aging Population Research PapersSame topicHealth disparities and outcomesFrench-language works237,207