Mental health and interpersonal functioning in self-identified asexual men and women
Bibliographic record
Abstract
a Department of Psychology, University of British Columbia, Vancouver, BC, Canada; b Department of Obstetrics & Gynaecology, University of British Columbia, Vancouver, BC, Canada Human asexuality is defined as a lack of sexual attraction to anyone or anything, and preliminary evidence suggests that it may best be defined as a sexual orientation. As asexual individuals may face the same social stigma experienced by gay, lesbian and bisexual persons, it follows that asexual individuals may experience higher rates of psychiatric disturbance that have been observed among these non-heterosexual individuals. This study explored mental health correlates and interpersonal functioning and compared asexual, non-heterosexual and heterosexual individuals on these aspects of mental health. Analyses were limited to Caucasian participants only. There were significant differences among groups on several measures, including depression, anxiety, psychoticism, suicidality and interpersonal problems, and this study provided evidence that asexuality may be associated with higher prevalence of mental health and interpersonal problems. Clinical implications are indicated, in that asexual individuals should be adequately assessed for mental health difficulties and provided with appropriate interventions that are sensitive to their asexual identity.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 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 | 0.000 | 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) | 0.009 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".