The Balancing Act: Mothers’ Experiences of Providing Care to Their Children With Cancer
Bibliographic record
Abstract
The effect of pediatric cancer and its treatment are overwhelming-these effects are multifaceted and felt by the entire family unit throughout the diagnosis and treatment process. Children experience a plethora of effects as a result of the treatment process; however, it is imperative to remember that a pediatric cancer diagnosis affects parents physically, emotionally, and psychologically as well. While much of the pediatric cancer treatment occurs at the hospital or in clinics, parents are often faced with additional caregiving responsibilities at home, and in many cases, it is mothers who provide care to their children, while also attempting to care for the siblings of their ill children. This secondary data analysis examines the caregiving responsibilities of mothers from Southern Ontario, Canada, during the time from diagnosis to after their children's pediatric cancer treatment. Three subthemes emerged from the overall theme of caregiving: (1) "We tried to do as much as we could outside of the clinic," (2) "I had to be there for everything," and (3) "Most of the time we relied on other people." Each will be discussed in turn. The findings from this work provides insight to health care professionals on how to create or improve the current supports and resources provided to caregivers of children with cancer.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".