Treatment‐related reductions in catastrophizing predict return to work in individuals with post‐traumatic stress disorder
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
Abstract Post‐traumatic stress disorder ( PTSD ) has been associated with high rates of work‐disability. In other domains of research, it has been shown that catastrophic thinking also contributes to work‐disability. The present study examined the relation between catastrophic thinking and work‐disability in individuals with PTSD . The study sample consisted of 73 work‐disabled individuals with PTSD who were referred to an occupational rehabilitation service. Participants completed measures of post‐traumatic stress symptoms, depression, pain, catastrophic thinking, and occupational disability at admission and termination of the rehabilitation intervention. Return‐to‐work was assessed 1 month following the termination of the rehabilitation intervention. Cross‐sectional analyses revealed that catastrophic thinking contributed significant unique variance to the prediction of occupational disability, even when controlling for the severity of symptoms of PTSD . Prospective analyses revealed that treatment‐related reductions in catastrophic thinking predicted successful return to work, beyond the variance accounted for by reductions in the severity of symptoms of PTSD . The findings suggest that catastrophic thinking is a determinant of occupational disability in individuals with PTSD . The findings further suggest that interventions designed to reduce catastrophic thinking might promote more successful occupational re‐integration in individuals recovering from post‐traumatic stress symptoms.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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