Social Support Processes and the Adaptation of Individuals With Chronic Disabilities
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
In a qualitative study examining turning points in life, 15 adults with chronic disabilities (cerebral palsy, spina bifida, or attention deficit disorder) provided information about the nature and meaning of their social support experiences. The study revealed three types of psychological support linked to self-perceptions and enabling beliefs: (a) emotional support (valuing and acceptance leading to perceptions of "being believed in" and a sense of self-esteem), (b) instrumental support (guidance and provision of strategies leading to self-efficacy), and (c) cognitive support (affirmation, confirmation, and new perspectives leading to coherence in self-concept and worldview). The findings have important implications for service delivery with respect to understanding client needs for different kinds of support, especially at periods of transition, and for providing optimal experiences and creating supportive environments. In particular, the role of cognitive support deserves more attention in understanding the adaptation of individuals with chronic disabilities.
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 | 0.016 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it