Bibliographic record
Abstract
In Brief Using a qualitative approach, this article aims to describe the experiences of Hong Kong Chinese fathers whose children were diagnosed with acute lymphocytic leukemia. The experiences and coping strategies used were viewed from the gender perspective. Two in-depth interviews scheduled to coincide with the disease trajectory of acute lymphocytic leukemia were conducted with 9 fathers, and data were analyzed using the matrix system described by Miles and Huberman. Four categories were identified, including fathers' initial reactions to the child's confirmed diagnosis, the decision to disclose the child's diagnosis to others, social support of the fathers, and their effective coping mechanisms. Previous research has shown that men are expected to be emotionally strong to support their spouse. Findings from this study indicate that Hong Kong Chinese fathers need emotional support especially at the onset of the child's diagnosis. Implications for healthcare professionals include the need for ongoing psychosocial support and education over the course of the child's illness. Thus, assessment of the different coping strategies used by the fathers plays a vital role in providing quality care to these fathers. Limitations of the study and recommendations for future research are also included. Using a qualitative approach, this article aims to describe the experiences of Hong Kong Chinese fathers whose children were diagnosed with acute lymphocytic leukemia. The experiences and coping strategies used were viewed from the gender perspective. Two in-depth interviews scheduled to coincide with the disease trajectory of acute lymphocytic leukemia were conducted with 9 fathers, and data were analyzed using the matrix system described by Miles and Huberman. Four categories were identified, including fathers' initial reactions to the child's confirmed diagnosis, the decision to disclose the child's diagnosis to others, social support of the fathers, and their effective coping mechanisms. Previous research has shown that men are expected to be emotionally strong to support their spouse. Findings from this study indicate that Hong Kong Chinese fathers need emotional support especially at the onset of the child's diagnosis. Implications for healthcare professionals include the need for ongoing psychosocial support and education over the course of the child's illness. Thus, assessment of the different coping strategies used by the fathers plays a vital role in providing quality care to these fathers. Limitations of the study and recommendations for future research are also included.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".