The relationship of sleep quality and posttraumatic stress to potential sleep disorders in sexual assault survivors with nightmares, insomnia, and PTSD
Bibliographic record
Abstract
Sleep quality and posttraumatic stress disorder (PTSD) were examined in 151 sexual assault survivors, 77% of whom had previously reported symptoms of sleep-disordered breathing (SDB) or sleep movement disorders (SMD) or both. Participants completed the Pittsburgh Sleep Quality Index (PSQI) and the Posttraumatic Stress Scale (PSS). High PSQI scores reflected extremely poor sleep quality and correlated with PSS scores. PSQI scores were greater in participants with potential SDB or SMD or both. PSQI or PSS scores coupled with body-mass index and use of antidepressants or anxiolytics predicted potential sleep disorders. The relationship between sleep and posttraumatic stress appears to be more complex than can be explained by the current PTSD paradigm; and, sleep breathing and sleep movement disorders may be associated with this complexity.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".