The Relationships Between Food Group Consumption, Self-Rated Health, and Life Satisfaction of Community-Dwelling Canadian Older Men: The Manitoba Follow-Up Study
Bibliographic record
Abstract
We conducted a cross-sectional evaluation nested within a long-term cohort study that was designed to examine the relationship between frequency of food group consumption (FGC), self-rated health, and life satisfaction of community-dwelling older men in the Manitoba Follow-up Study. Questionnaires returned from 1,211 Canadian male participants contained frequency of FGC (daily, most days, or rarely), self-reported nutrition, and health-related perceptions. Men consuming vegetables/fruit (V&F) daily versus rarely were four times more likely to report better self-rated health OR = 4.00 (95%CI = 1.31, 12.3) and three times more likely to rate greater life satisfaction OR = 3.08 (95%CI = 1.00, 9.45). Our findings indicate that frequent consumption of V&F is associated with the perception of better health and greater life satisfaction.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".