Care provided by the father to the child with cancer under the influence of masculinities: qualitative meta-synthesis
Bibliographic record
Abstract
OBJECTIVE: To synthesize and interpret findings and conclusions of qualitative research addressing the experience of the father in the care of the child with cancer. METHOD: Meta-synthesis of 16 qualitative studies from six databases, analyzed through taxonomic analysis. RESULTS: Child and adolescent cancer have several repercussions on the daily life of the father, especially related to the stigma around the disease, the fear of the unknown and the social and family role. Faced with the illness and the need to care for the child, the father seeks to recover normality in the family and transitions between hegemonic masculine behaviors and practices culturally recognized as female. FINAL CONSIDERATIONS: The complex experience of the father, influenced by masculinities, was evidenced. The limitations regard the restricted understanding of the contextual specificities of the experiences, due to the limited characteristics of the parents and children described in the studies. The knowledge produced is useful to promote involvement of fathers in the care of the child, as well as to strengthen and assist him in this task.
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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 | 0.033 | 0.101 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.007 | 0.008 |
| Bibliometrics | 0.011 | 0.012 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".