Blunted Cortisol Response to Awakening in Mild to Moderate Depression: Regulatory Influences of Sleep Patterns and Social Contacts.
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
Cortisol is elevated during severe depression. However, some studies of outpatients suggest reduced cortisol levels, either basal or poststress. More definite evidence of this phenomenon is needed, and correlates that may explain the disparate findings should be identified. Women from the community (37 depressed and 36 nondepressed) completed electronic diaries in order to help researchers assess the cortisol awakening response (CAR), sleep, and social contacts. Depressed women had a blunted CAR compared with nondepressed women. Among the nondepressed but not among depressed women, time of waking, and number of social contacts (especially positive ones) were independently associated with CAR. These psychosocial factors may contribute to a normal CAR, but their regulatory influence may become disrupted during mild to moderate clinical depression.
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) | 0.000 | 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