Self-Perceived Burden to Others: Patient and Family Caregiver Correlates
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
AIMS: To provide further evidence about the prevalence and correlates of the sense of "self-perceived burden" (SPB) to others, and to examine its association with caregiver reports of burden. METHODS: The participants were 65 patients with advanced cancer and their family caregivers. Patients completed measures of SPB and family members completed a caregiver burden scale. RESULTS: SPB was experienced at minimal to mild levels by 35% of patients, and at moderate to extreme levels by another 28%. It was correlated with some physical symptoms, but more frequently with psychological symptoms. The family members of patients who reported that SPB was a significant problem had higher scores on the caregiver burden scale than family members of other patients (p=0.048), although the overall correlation was modest. CONCLUSIONS: SPB is a common and distressing concern for many patients receiving palliative care and is associated with a number of other distressing concerns.
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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