Pathways of Chronic Pain in Survivors of Intimate Partner Violence
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
OBJECTIVE: To examine the roles of lifetime abuse-related injury, posttraumatic stress disorder (PTSD) symptom severity, and depressive symptom severity in mediating the effects of severity of assaultive intimate partner violence (IPV), psychological IPV, and child abuse on chronic pain severity in women survivors of IPV. METHODS: Structural equation modeling of data from a community sample of 309 women survivors of IPV was used to test partial and full theoretical models of the relationships among the variables of interest. RESULTS: The full model had good fit and accounted for 40.2% of the variance in chronic pain severity. Abuse-related injury, PTSD symptom severity, and depressive symptom severity significantly mediated the relationship between child abuse severity and chronic pain severity, but only abuse-related injury significantly mediated the relationship between assaultive IPV severity and chronic pain severity. Psychological IPV severity was the only abuse variable with significant direct effects on chronic pain severity but had no significant indirect effects. CONCLUSIONS: These findings can inform clinical care of women with chronic pain in all areas of healthcare delivery by reinforcing the importance of assessing for a history of child abuse and IPV. Moreover, they highlight the relevance of routinely assessing for abuse-related injury and PTSD and depressive symptom severity when working with women who report chronic pain.
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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 | 0.014 | 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) | 0.000 | 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