Does Exposure to Interpersonal Trauma Influence the Relationship between Shame and Posttraumatic Stress Symptoms?
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
Although shame is a common emotional response to trauma exposure, it may be precipitated by distinct trauma types. To our knowledge, our study is the first to investigate the relationship between shame and PTSD symptom severity and whether exposure to at least one interpersonal trauma influences the relationship between shame and PTSD symptoms. One-hundred and fifty-seven participants from Australia, Canada, United States, United Kingdom, and New Zealand completed a series of self-report measures. Although shame was significantly associated with PTSD symptom severity, it was not an independent predictor of PTSD when considering anxiety, depression, trauma history and guilt. Participants exposed to at least one interpersonal traumatic event endorsed higher levels of shame and PTSD compared to those who did not. Interpersonal trauma exposure also moderated the relationship between shame and PTSD. Clinical implications and directions for future research are also discussed.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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