Health Promotion and Illness Demotion at Prostate Cancer Support Groups
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Although health promotion programs can positively influence health practices, men typically react to symptoms, rather than maintain their health, and are more likely to deny than discuss illness-related issues. Prostate cancer support groups (PCSGs) provide an intriguing exception to these practices, in that men routinely discuss ordinarily private illness experiences and engage with self-health. This article draws on individual interview data from 52 men, and participant observations conducted at the meetings of 15 groups in British Columbia, Canada to provide insights to how groups simultaneously facilitate health promotion and illness demotion. The study findings reveal how an environment conducive to men's talk was established to normalize prostate cancer and promote the individual and collective health of group members. From a gendered perspective, men both disrupted and embodied dominant ideals of masculinity in how they engaged with their health at PCSGs.
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.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it