Health Concerns of University Women with a History of Child Physical and Sexual Maltreatment
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
Three health symptom checklists were used to measure physical health concerns among university women in relation to prior child physical maltreatment (CPM) (20%, n = 153) and child sexual abuse (CSA) (19%, n = 143). A history of CPM was related to all three general areas of health concerns as well as to many of the specific subscales comprising the measures (e.g., muscular-skeletal symptoms and gynerological problems), whereas an interaction between CSA and CPM was linked to greater premenstrual distress subscale scores (particularly emotional and behavioral symptoms). Overall, although CSA was not related to health symptoms, within the CSA subgroup, greater duration and severity of CSA was predictive of higher premenstrual distress even after controlling for CPM. This study emphasizes the need for greater awareness of the physical health-related correlates of both physical and sexual maltreatment in childhood and their associated implications for women's health care needs.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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) | 0.001 | 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