Spiritual Beliefs and Meaning-Making within the Context of Suicide Bereavement
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 qualitative study explored the salience of spirituality in the lives of suicidally-bereaved individuals. Eleven bereaved individuals and four mental health workers were interviewed in depth on their subjective experience of suicide bereavement and on their experience of working with suicide bereavement, respectively. The suicide of a loved one had a significant impact on their spirituality. Bereaved individuals experienced difficulty reconciling the suffering and death of their loved one with specific religious views and a spiritual belief in a loving God. Spiritual struggles could lead to the loss of faith but more often led to the abandonment of a specific religious belief and a move towards a more personally-defined spirituality. Beliefs in an afterlife and continued bonds with loved ones hold promise in terms of helping bereaved individuals to find meaning in the suicide. Findings have implications for when and how mental health workers might address spirituality in the process of suicide bereave...
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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 | 0.004 | 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