Adolescent and Caregiver Perspectives on Living With a Limb Fracture
Bibliographic record
Abstract
BACKGROUND: Fractures occur in up to half of children by age 16 years. After initial emergency care for a fracture, function is universally impaired in children, and impacts extend to the immediate family. Knowledge of expected functional limitations is key to providing proper discharge instructions and anticipatory guidance to families. OBJECTIVES: The primary objective of this study was to understand how changes in functional ability impact youth with fractures. METHODS: We conducted individual, semistructured interviews from June 2019 to November 2020 with adolescents and their caregivers 7 to 14 days following their initial visit to a pediatric emergency department. We used qualitative content analysis methodology; recruitment proceeded until thematic saturation was achieved. Coding and analysis were concurrent with recruitment and interviews. The interview script was modified in an iterative process, to reflect emerging themes. RESULTS: Twenty-nine interviews were completed. The most frequently affected functions were ( a ) showering and hygiene (requiring the most caregiver support), ( b ) sleep (due to pain and cast-related discomfort), and ( c ) exclusion from sports/activities. Many adolescents experienced disruptions to social activities and gatherings. Youth valued independence and took more time to complete tasks, regardless of inconvenience. Both adolescents and caregivers reported feelings of frustration from day-to-day impacts of the injury. Generally, caregivers' perspectives were in keeping with the experiences that adolescents described for themselves. Notable family impacts included "sibling burden," or conflicts that arose when a sibling had to take on extra chores/tasks. CONCLUSIONS: Overall, caregivers' perspectives were congruent with the self-described experiences of adolescents. Key messages for optimized discharge instructions include pain and sleep management, allowing extra time to complete tasks independently, considering impact on siblings, preparing for changes in activities and social dynamics, and normalizing frustration. These themes highlight an opportunity to better tailor discharge instructions for adolescents with fractures.
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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".