The Experiences of Bereaved Parents After the Loss of a Child to Cancer: A Qualitative Metasynthesis
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 aims to synthesize qualitative evidence about the bereavement experience of parents following the death of a child due to cancer. A qualitative metasynthesis was conducted from searching five databases. The search identified 650 articles that were independently assessed by two reviewers. Thirty-one articles were selected for full-text reading and assessed for eligibility; a total of 14 articles were included in the final sample and submitted to quality appraisal. The software NVivo® was used to organize the data and support the thematic analysis procedures. Two analytical themes were constructed: (1) losing a child and facing a rupture in identity and sense of life and (2) surviving grief and reengaging in life. The grief process was dynamic, continuous, and begun before the death of the child. Fathers and mothers reacted differently to the loss and experience of grief. The loss of a child definitively changed the parents' life and caused identity crisis and loss of life's purpose. During the process of survival, parents constructed new meanings that helped them cope with grief; they used strategies that allowed them to recover their sense of purpose in life. Synthesizing the experience of bereaved parents is essential to improve the support families of children with advanced cancer receive to better cope with their suffering and loss, before and after the child's death.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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