Exploring men's social support in the Hockey Fans in Training weight loss and healthy lifestyle program
Bibliographic record
Abstract
Hockey Fans in Training (Hockey FIT) is a gender-sensitized weight loss and healthy lifestyle program for overweight and obese male hockey fans, consisting of a 12-week active phase followed by a 40-week maintenance phase. Following program completion, interviews and focus groups were conducted to explore the social support given and received by the men involved in Hockey FIT. A social cognitive model was used to illustrate how social support arising from group cohesiveness, friendly competition, family, and peers impacted self-esteem (characterized by accepting strengths, gaining a sense of belonging, and gaining a sense of accomplishment), which in turn produced positive health outcomes (heightened awareness, physical improvements, and healthy eating habits). This program is a successful gender-sensitized, hockey-based weight loss and healthy lifestyle program, the first of its kind in Canada. It provides insight into the multiple sources of social support available to men in sports-based intervention programs.
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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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.003 |
| 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".