A critical examination of the relationship between vaginal orgasm consistency and measures of psychological and sexual functioning and sexual concordance in women with sexual dysfunction
Bibliographic record
Abstract
A substantial body of research supports the hypothesis that vaginal orgasm is associated with overall better health outcomes for women. The primary aim of this study was to examine correlates of orgasm consistency with intercourse (OCI) in a sample of women with sexual dysfunction to see whether these findings held in a clinical sample. Study 1 (n=255) focused on demographic and psychological correlates of OCI and Study 2 (n=81) focused on the association between sexual arousal concordance and OCI. A longer relationship length and higher orgasm scores predicted OCI whereas mood, sexual abuse history, and relationship satisfaction did not. In Study 2, sexual arousal concordance, as measured with vaginal photoplethysmography and a continuous self-report measure of sexual arousal, was not associated with OCI. These findings challenge the conclusions of Brody et al. that vaginal orgasm is a sign of psychological, sexual, and relational health.
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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 | 0.007 | 0.027 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".