Sexual Activity, Sexual Disorders and Associated Help-Seeking Behavior among Mature Adults in Five Anglophone Countries from the Global Servey of Sexual Attitudes and Behaviors (GSSAB)
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
We conducted a telephone survey during 2001-2002 to investigate sexual behavior, sexual dysfunction, and related help-seeking behavior in five Anglophone countries. In total, 5,998 individuals (2,992 men and 3,006 women) aged 40-80 years in the United States, Canada, the United Kingdom, Australia, and New Zealand completed the survey. The majority of subjects were sexually active, and although many men and women had experienced sexual dysfunctions, few had sought medical care for these dysfunctions. Further investigation is required to determine whether national differences in the prevalence of sexual dysfunctions are due to genetic predisposition, health factors, cultural perception or socioeconomic situation.
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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 | 0.000 |
| 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