The Impact of Cancer on Family Relationships Among Chinese Patients
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 examines the impact of cancer on family relationships among members of a Chinese cancer support group. A qualitative research design was used, including participant observation of 96 participants at group meetings over an 8-month period and in-depth interviews with seven group members. Findings indicated that family members were integral to the support group, constituting almost 40% of the participants. Patients in the group expressed concerns about family, with family members identified as having "equal suffering" when caring for patients. Notably, among both patients and family members, there was a strong emphasis on the need to conceal emotion, coupled with a focus on instrumental support in caregiving. Furthermore, patients' anxiety about "burdening" their family appeared to inflate their own experience of distress, as patients and their family carers both sought to maintain a positive front. The findings highlight the need for practitioners to focus on the entire family when designing interventions to help patients cope with cancer. More important, interventions need to be culturally sensitive that will empower patients and family members in living with the illness.
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 | 0.000 |
| 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