Intimate Partner Sexual Violence: An Often Overlooked Problem
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
BACKGROUND: Intimate partner sexual violence (IPSV) is a common but often overlooked form of intimate partner violence (IPV) that may have unique consequences for those who experience it. We aimed to explore how outcomes associated with IPSV differ from outcomes associated with other forms of intimate partner and sexual violence. METHODS: We conducted a narrative review of the English-language literature, including original research studies and reports that focused on outcomes associated with IPSV. We aimed to quantify the risk for health outcomes associated with exposure to IPSV in comparison with exposure to other forms of interpersonal violence or nonexposure to interpersonal violence. RESULTS: Twenty-eight publications were reviewed, most were small observational studies focused on women exposed to IPSV. Reported outcomes were related to mental health (n = 20 studies), physical and sexual health (n = 19 studies), and health of children with a parent exposed to IPSV (n = 1 study). Compared with other forms of interpersonal violence, exposure to IPSV was associated with greater risk for posttraumatic stress disorder and depressive symptoms, problematic substance use, suicidality, pain and other somatic symptoms, adverse sexual health problems, specific physical injuries including strangulation, and death by homicide. Children with an exposed parent were at higher risk for internalizing symptoms such as depression, anxiety, and somatization. CONCLUSIONS: Sexual violence in intimate partner relationships is common and has distinct consequences compared with other forms of interpersonal violence including elevated risks for suicidality and death by homicide. It should be given special consideration within the assessment and management of interpersonal violence.
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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 | 0.011 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it