The Perceived Need to be Hot: an Investigation of the Relationship Between Belief in Sexual Stereotypes and Erectile Dysfunction in Gay Men Using Thermal Imaging
Bibliographic record
Abstract
Erectile dysfunction (ED) has been associated with considerable mental health and interpersonal problems, an increase in risky sex, and is particularly prevalent among gay and bisexual men. Psychological treatment protocols for sexual dysfunctions often aim at challenging beliefs and cognitions about the importance of a “perfect sexual performance,” known as sexual stereotypes. However, to date, little empirical evidence exists for the relationship between ED and belief in sexual stereotypes (BSS). To address this gap, 70 gay men were recruited; 30 with ED and 40 healthy controls. Participants completed a battery of questionnaires, including a measure of BSS, followed by having their genital temperature measured using a thermal imaging camera, while viewing a sexually explicit film. The study had four main objectives: (1) to evaluate between group differences in subjective sexual arousal and physiological arousal; (2) to examine within group differences in the effects of BSS on physiological and self-reported sexual arousal; (3) to evaluate the relationship between BSS, negative automatic thoughts during sex, and ED; and (4) to evaluate the relationship between ED and risky sex among gay men. Results revealed significant between-group differences in physiological arousal, but not in subjective sexual arousal. While between-group differences were found in BSS, no within-group differences were found in the relation of BSS on physiological and self-reported sexual arousal. No significant relationships were found between BSS, negative automatic thoughts, and ED. Participants with ED were found to be significantly more likely to use erectile enhancing drugs, but no significant differences in condom removal were found between groups; however, substantially more individuals with ED (23.3%) reported removing condoms prior to the completion of sexual activity, as compared to healthy controls (5%). Findings of this study contribute to improving psychological treatments for gay men with ED, as well as better understanding pathways leading to risky sex in gay men.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".