Predicting the Impact of Trauma Disclosure on Physiological Responses: How cognitive Style Challenges Our Ideas About Coping
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
The inhibition–confrontation model of coping asserts that by disclosing a traumatic event, inhibition is released, reducing the strain on the body and vulnerability to disease. This study questions the parameters of this model by testing whether individual differences in uncertainty orientation will lead to differential physiological reactions to confrontation of past traumatic events. Participants discussed a traumatic and neutral event while skin conductance and heart rate measures were obtained. For those who disclosed a high-intensity trauma, uncertainty-oriented persons exhibited less inhibition (lower skin conductance levels) and a greater increase in arousal (higher heart rate) relative to certainty-oriented persons. These differences were reversed for disclosers of low-intensity traumas. The results suggest that one's orientation to uncertainty is associated with trauma disclosure. They highlight the value of considering individual differences in the clinical setting.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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