New Clinical and Research Perspectives on the Sexual Pain Disorders
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A woman became unable to achieve penetration after repeated painful intercourse. This case illustrates the shortcomings of the present nomenclature and diagnostic criteria for the sexual pain disorders, dyspareunia and vaginismus. The Diagnostic and Statistical Manual of Mental Disorders, 4th edition, considers the sexual pain disorders as sexual dysfunctions, completely ignoring the pain component and leading to internally inconsistent descriptions of these conditions. The role of pain in dyspareunia and vaginismus and the implications of using a pain syndrome framework for diagnosis and research are discussed. Most important, pain syndrome framework focuses diagnosis on the presence or absence of pain and the history of the development of the pain. This approach does not deny a role for psychosocial factors, but rather considers them as critical components of the pain syndromes. From the pain syndrome perspective, preliminary data indicate that vulvar vestibulitis syndrome may be associated with nonpainful sensory abnormalities, and that women with vaginismus do not constitute a homogeneous group.
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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 | 0.002 | 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) | 0.001 | 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 it