Diabetes and sexual function in older adults: results of an international survey
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
The Global Study of Sexual Attitudes and Behaviors (GSSAB) is a contemporaneous survey of attitudes, behaviours, beliefs and satisfaction with relationships among men and women aged 40—80 years. Interviews were conducted with more than 26,000 subjects from 28 countries. Data captured from the survey indicated that the majority of adults are sexually active into their later years and that sex remains an important part of their overall life. This paper will discuss comparisons between diabetic and non-diabetic participants. Overall, approximately 10% of subjects reported that they had diabetes mellitus. Fewer diabetic than non-diabetic subjects reported that they had had sexual intercourse in the last 12 months and among sexually active subjects, diabetic subjects tended to report lower levels of physical and emotional satisfaction in their relationship with their partner. Symptoms of sexual dysfunction were more common among diabetic men than non-diabetic men. However, fewer than 15% of subjects had discussed their sexual problems with a doctor.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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 it