Caregiving by Teens for Family Members With Huntington Disease
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 purpose of this report is to describe caregiving by teens for family members with Huntington disease (HD). Thirty-two teens in HD families in the United States and Canada participated in focus groups from 2002 to 2005 in a study to identify concerns and strategies to manage concerns. An unexpected finding was 24 (77%) described caregiving activities. Descriptive analysis of caregiving statements identified themes of Tasks and Responsibilities, Subjective Burden, Caregiving in Context of Personal Risk for HD, and Decisional Responsibility. Teens took an active part in nearly all aspects of care with the exception of contacting health care providers and attending doctors' appointments. Some described emotional distress, and many provided care knowing they had the potential to develop HD. Teens recognized the need for decisions but lacked the authority to make these decisions. Findings may be relevant for other teens who strive to meet caregiver and student roles and developmental tasks.
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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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