Sexual communication mediates cognitive–behavioral couple therapy outcomes: A randomized clinical trial for provoked vestibulodynia.
Bibliographic record
Abstract
= 55). Outcome measures (sexual satisfaction, function, and distress) were collected at pre-treatment, post-treatment, and 6-month follow-up, and in-treatment measures of the mediators were taken at Weeks 1, 4, 8, and 12 of treatment. Results showed that affected women's reports of improving collaborative communication mediated the effect of CBCT, but not lidocaine, on post-treatment sexual satisfaction (women with PVD and partners), sexual function (women with PVD), and sexual distress (women with PVD). For partners, collaborative communication improved equally in both treatments. Given that there were no differences in negative SCPs between the CBCT and lidocaine conditions, it was not possible to examine negative communication as a potential mediator. From the perspective of women with PVD, CBCT helped couples communicate about their sexual problems in more collaborative ways, which was in turn beneficial for improving the sexual well-being of both members of the couple. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 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".