Compulsive Sexual Behavior and Its Sexual and Psychological Related Factors Among Iranian Married Men: A Nationwide Study
Bibliographic record
Abstract
A 2023 nationwide study of 386 Iranian married heterosexual men assessed compulsive sexual behavior disorder (CSBD) and its correlation with demographic, sexual, and mental health variables. Using the cut-off point ≥ 18 of CSBD Scale-7, 5.2% were CSBD+. Univariate analysis revealed that CSBD+ men had higher rates of substance abuse, pornography use, paraphilic behaviors, sexual desire, arousal, orgasm ability, and younger age at first sex. After Bonferroni correction (p < 0.005), paraphilic behaviors and orgasm ability remained significant. Regression analysis showed positive associations between CSBD and lower age, substance use, extramarital affairs, paraphilic behaviors, higher sex drive, and less orgasm satisfaction.
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How this classification was reachedexpand
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".