Sexual Sadism Disorder and Coercive Paraphilic Disorder: A Scoping Review
Bibliographic record
Abstract
BACKGROUND: Valid and reliable diagnostic criteria are essential in forensic psychiatry and sexual medicine due to the severe implications of potential misdiagnoses. One challenge in this field is the poor operationalization of sexual sadism disorder (SSD) and coercive paraphilic disorder (CP+) definitions. AIM: The aim of this scoping literature review is to provide a comprehensive overview of the key conceptual differences between SSD and CP+, as well as consider pragmatic and clinically useful approaches to their diagnostic formulation. METHODS: Arksey and O'Malley's methodological framework was followed. A literature search of Medline, PsychInfo, Web of Science, and Cumulative Index to Nursing and Allied Health Literature electronic databases was conducted. Publications in English describing the construct and/or operational definition of SSD or CP+ were included. Full-text studies were reviewed by 2 authors and data was charted and synthesized qualitatively. RESULTS: The initial search provided 1,271 records, after which 120 full-text papers were considered for eligibility and 48 studies were ultimately included. The most common sources of definitions for SSD and CP+ were the Diagnostic and Statistical Manual of Mental Disorders (n = 53) and the International Classification of Disease (n = 12). There was more variation of terms used for CP+ than SSD. Both CP+ and SSD are critiqued by reviewed literature for having low validity, reliability, and consistency, as well as being conflated with sexual crime. SSD is better described due to having diagnostic criteria and validated diagnostic tools. CLINICAL IMPLICATIONS: Currently, clinicians rely mostly on the DSM to diagnose SSD or CP+. As applications of SSD and CP+ definitions vary, interpretations may not be generalizable between clinicians. Furthermore, specific diagnoses may be practically unhelpful and unreliable. It may therefore be beneficial for treatment to be determined by risk of harm. In addition to these concerns, the stigma associated with SSD and CP+ may also impact treatment. STRENGTHS & LIMITATIONS: Strengths of this study include duplicate review and charting to increase methodological rigor, transparent reporting to minimize publication bias, and encompassing a comprehensive scope. Limitations include the weaknesses of low strength of reviewed literature and risk of publication bias. CONCLUSION: Despite their significant implications, the definitions of SSD and CP+ are inconsistent and lack reliability. Future research is necessary to develop stronger diagnostic criteria and tools. Liu A, Zhang E, Leroux EJ et al. Sexual Sadism Disorder and Coercive Paraphilic Disorder: A Scoping Review. J Sex Med 2022;000:1-11.
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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 | 0.010 | 0.058 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.003 |
| Bibliometrics | 0.024 | 0.021 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".