The Course of Postpartum Psychiatric Disorders in Women and Their Partners
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
This study examined the course of postpartum psychiatric disorders in a community sample of mothers and their partners to determine whether sociodemographic variables, life stress, and psychiatric history were related to persistence of mental health problems. At 6 months postpartum, 48 index couples where the wife had a psychiatric disorder at 2 months postpartum and 50 control couples with no such diagnosis underwent diagnostic interviews and completed questionnaires on psychological symptoms, life stress, and treatment history. The results indicate that at follow-up, 54% of the index mothers still had a psychiatric diagnosis, as did 60% of their partners who had had a psychiatric diagnosis at 2 months postpartum. Socioeconomic status, country of origin, and life stress were related to persistence, as were diagnosis and timing of onset of the disorder. About a third of the parents were referred for treatment. It is concluded that for many families, postpartum psychiatric disorders are not a transient phenomenon.
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