To what extent does meaning mediate adaptation to cancer? The relationship between physical suffering, meaning in life, and connection to others in adjustment to cancer
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
OBJECTIVES: This study builds on previous work that explored the lived experience of meaning in advanced cancer. The aims were to explore the associations of suffering (physical and existential distress) and coping (via social support) with psychological distress and global meaning using a battery of instruments among adults attending an Australian metropolitan cancer service (n=100). METHODS: The contribution of suffering and coping via social support to psychological distress and meaning were examined using a variety of statistical methods. Multiple regression analyses were conducted to further examine relative contributions to both psychological distress and global meaning. RESULTS: Physical and existential distress were found to be positively associated with psychological distress whereas high social support and personal meaning are related to lower levels of psychological distress. Social support was the strongest correlate of global meaning whereas high levels of existential distress were related to lower levels of global meaning. On the basis of this study, it is concluded that the factors related to suffering clearly promote psychological distress, and the reverse is true for global meaning for those living with cancer. SIGNIFICANCE OF RESULTS: This study speaks to the clinical complexity of the dynamic experience of suffering and meaning in cancer. We need to better understand the impact of physical suffering and meaning in the lives of this population and to actively work toward the enhancement of social support and connection with others for this group. Optimal palliative and family-centered care blended with therapies that promote a sense of meaning of life lived appear crucial to ameliorate suffering.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 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