Spotlight on Sibling Involvement in Schizophrenia Treatment
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
OBJECTIVE: The purpose of this paper is to explore a literature gap--sibling involvement in the care and support of people with schizophrenia, and to make recommendations for filling the gap. METHOD: The method used was observation and documentation of clinical notes over a ten-year period in an outpatient clinic for women with schizophrenia. Illustrative examples were selected from approximately 200 entries dealing with sibling relationships. FINDINGS: Siblings constitute an important segment of the social network of persons with schizophrenia, although they do not usually take an active part in their brother or sister's care until parents are no longer able to cope alone. The role of primary caregiver appears to be a stressful one for siblings. The closest sibling bonds were those between sisters, and in most cases, the eldest girl in the family assumed the caregiver role. This depended, however, on the family's means, values, and cultural traditions, as well as on the personal attributes and life circumstances of the siblings. Financial, human, and social capital were critical determinants of sibling involvement. Sharing responsibilities and negotiating the distribution of required caretaking tasks was often the most effective way of dealing with the burden of care giving. CONCLUSION: Although some clinical recommendations can be made, specificities that distinguish this population and the effectiveness of sibling caregiving need to be further researched.
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) | 0.002 | 0.006 |
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