Caregiving for Children With Acute Lymphoblastic Leukemia Receiving Home‐Based Blinatumomab: Caregiver Experiences and Recommendations
Bibliographic record
Abstract
BACKGROUND: It is expected that blinatumomab will be increasingly incorporated into the care of children with B-lineage acute lymphoblastic leukemia (B-ALL) based on improved survival for subsets of patients and a favorable safety profile. Most of the 28-day continuous infusion can be administered in outpatient or home settings. Limited studies have described low rates of complications at home when appropriate safety plans are in place. However, home administration shifts the burden of monitoring and care to caregivers. PROCEDURE: Caregivers of children with B-ALL within 1 month of completing a first cycle of blinatumomab at home were recruited from three tertiary care centers and participated in virtual, audio-recorded, semi-structured interviews, with translation services available as required. Interviews were transcribed, coded independently in duplicate, and analyzed using thematic analysis. Identified caregiving context-specific barriers and facilitators were coded deductively. RESULTS: Participating caregivers (n = 21) described a time-bound confidence response where initial infusion anxiety was gradually replaced with caregiving self-assurance. Growing confidence co-occurred with improved caregiver wellness and child quality of life, characterized by resuming more usual family activities amid therapy. Barriers and facilitators to successful home-based blinatumomab included caregiver knowledge and skills, access to hospital-based support, and particular aspects of a family's social and material environment, and these underpinned recommendations for future caregivers. CONCLUSIONS: Caregivers can confidently manage home-based continuous infusion blinatumomab with anticipatory guidance and support, and with attention paid to context-related modifiers to care. Caregiver insights should be reflected in the principles that become the basis of future pediatric B-cell ALL clinical trials and care.
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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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| 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".