Perceptions of body image and food choices among urban and rural Manitoban baby boomer women
Bibliographic record
Abstract
Introduction: Literature on body image and body satisfaction of baby boomer women (BBW - born between 1946-1965) is limited. Objectives: To examine body image perceptions, weight attitudes and eating behaviours of BBW residing in rural and urban Manitoba. Methods: 1083 participants completed an online survey (completion rate= 87%), consisting of 46 multiple choice, open-ended and visual analog scale (VAS) questions addressing demographics, self-rated body satisfaction and health, body work practices, appearance pressures, and eating habits. Results: Body dissatisfaction (BD) was common among BBW with weight as a greater concern than overall appearance. Body work and dieting behaviours were used to mitigate BD, and media was associated with both body satisfaction and food choices. Conclusion: Healthcare professionals need to better understand body image concerns of aging women and specialized community services are required to address BD and clarify confusing media and food industry messages regarding health and nutrition.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".