Bereavement Experiences of Mothers and Fathers Over Time After the Death of a Child Due to Cancer
Why this work is in the frame
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Bibliographic record
Abstract
The authors investigated longitudinally bereavement in mothers and fathers whose children died of cancer. Thirty-one parents were interviewed 6 and 18 months post-death. Analyses revealed parental differences and changes over time: (a) employment--fathers were more work-focused; (b) grief reactions--mothers expressed more intense grief reactions that lessened over time; (c) coping--mothers were more child-focused, fathers more task-focused; (d) relationship with bereaved siblings-mothers actively nurtured relationship with child; (e) spousal relationship--parents reported diversity in their relationship over time; and (f) relationship with extended family--mothers maintained contact with extended family more. Findings illustrate parental differences in bereavement over time that might be partly socially determined. These findings emphasize the need for tailoring bereavement support services in the family.
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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) | 0.001 | 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