Toward a More Evidence-Based Nosology and Nomenclature for Female Sexual Dysfunctions—Part II
Bibliographic record
Abstract
INTRODUCTION: Current Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) definitions of sexual dysfunction do not identify all sexual problems experienced clinically by women and are not necessarily applicable for biologic or biopsychosocial management of female sexual dysfunction. A unified nomenclature system enables clinicians, researchers, and regulatory agencies to use the same language and criteria for determining clinical end points, assessing research results, and managing patients. AIM: To develop nomenclature with classification systems for female sexual desire, arousal, and orgasm disorders with definitions pertinent to clinicians and researchers from multiple specialties who contribute to the field of sexual medicine. METHODS: Key national and international opinion leaders diverse in gender, geography, and areas of expertise met for 2 days to discuss and agree to definitions of female sexual desire, arousal, and orgasm disorders and persistent genital arousal disorder. The attendees consisted of 10 psychiatrists and psychologists; 12 health care providers in specialties such as gynecology, internal medicine, and sexual medicine; three basic scientists; and one sexuality educator, representing an array of societies working within the various areas of sexual function and dysfunction. MAIN OUTCOME MEASURE: A unified set of definitions was developed and accepted for use by the International Society for the Study of Women's Sexual Health (ISSWSH) and members of other stakeholder societies participating in the consensus meeting. RESULTS: Current DSM-5 definitions, in particular elimination of desire and arousal disorders as separate diagnoses and lack of definitions of other specific disorders, were adapted to create ISSWSH consensus nomenclature for distressing sexual dysfunctions. The ISSWSH definitions include hypoactive sexual desire disorder, female genital arousal disorder, persistent genital arousal disorder, female orgasmic disorder, pleasure dissociative orgasm disorder, and female orgasmic illness syndrome. CONCLUSION: Definitions for female sexual dysfunctions that reflect current science provide useful nomenclature for current and future management of women with sexual disorders and development of new therapies.
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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 | 0.063 | 0.055 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.007 | 0.006 |
| Science and technology studies | 0.002 | 0.005 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.002 | 0.006 |
| Insufficient payload (model declined to judge) | 0.003 | 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".