Psychophysiological and subjective sexual arousal to visual sexual stimuli in new women
Bibliographic record
Abstract
Conflicting data exist regarding the sexual arousal patterns of post-operative male-to-female (MTF) women with Gender Identity Disorder. The purpose of this study was to examine objective and subjective aspects of the sexual arousal response using a vaginal photoplethysmograph. Fifteen MTF women viewed neutral and erotic audiovisual film segments while their blood flow patterns were monitored. Subjective measures of affect and sexual arousal were taken before and immediately after the films. There was a significant increase in self-reported subjective arousal, perceived genital arousal, perceived autonomic arousal, and positive affect; however, movement artefacts interfered with our assessment of the genital arousal response. MTF women reported both low levels of pain and low levels of awareness of the vaginal probe during testing. These data are discussed in the context of differences in pelvic musculature between natal and new women and have implications for future studies that aim to measure sexual arousal objectively in MTF women.
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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 | 0.003 |
| 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) | 0.002 | 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".