Psychiatric disorders and dissatisfaction with social relationships: Does type of relationship matter?
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 specificity of the association between 9 Axis I psychiatric disorders and quality of the relationship with spouse, relatives, and friends was evaluated for married participants who completed the Ontario Health Survey Mental Health Supplement (N = 4,933). When the authors controlled for the quality of other social relationships, not getting along with one's spouse was related to 6 disorders, with the strongest associations found for generalized anxiety disorder, major depression, panic, and alcohol problems; 4 associations remained significant when they controlled for comorbid disorders. Not getting along with relatives and friends was generally unrelated to psychiatric disorders when they controlled for the other social relationships. Results indicate that the association between marital quality and psychiatric disorders is not an artifact of general social dissatisfaction and that this association is significant for several disorders.
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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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