Fathers’ Experience After the Death of Their Child (Aged 1–17 Years)
Bibliographic record
Abstract
The death of a child is traumatic for parents. The grief of bereaved fathers is inadequately understood since most studies on this subject have focused primarily on mothers. The goal of this phenomenological study was to understand fathers’ experiences following the death of their child. Interviews were conducted with 13 fathers whose child (aged 1–17 years) had died at least 1 and up to 6 years earlier, either from a life-limiting illness or unexpectedly in an intensive care unit in a pediatric hospital in Eastern Canada. The analysis indicates that fathers’ experience deep suffering after the death of their child and feel torn between the past and the future. Three major themes were identified: needing to push forward in order to avoid breakdown, keeping the child present in everyday life, and finding meaning in their experience of grief. Clinical implications for professionals working with this population are discussed.
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How this classification was reachedexpand
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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".