Changes in Care- A Systematic Scoping Review of Transitions for Children with Medical Complexities
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Children with medical complexity (CMC) and their parents are affected physically and mentally during transitions in care. Coordinated models of care show promise in improving health outcomes. OBJECTIVE: The purpose of this scoping review was to examine research related to CMC and their parents and transitions in care. The aim was 3-fold: (1) to examine the extent, range, and nature of research activity related to the impact of transitions on physical and mental health for CMC and their parents; (2) to summarize and disseminate research findings for key knowledge users; and (3) to identify research gaps in the existing literature to inform future studies. METHODS: Twenty-three sources were identified through database searches and five articles met the inclusion criteria of CMC (multi-organ involvement or technology-dependent) (or parents of CMC) transitioning from hospital to alternate levels of care where outcome measures were physical or mental health-related. RESULTS: Numerical analysis revealed substantial variation in methodological approaches and outcome measures. Content analysis revealed two themes for parents of CMC during this transition: (1) emotional distress, and (2) high expectations; and three themes for CMC: (1) improved health, (2) changes in emotion, and (3) disrupted relationships. CONCLUSION: The findings from this scoping review reveal for parents, transitions in care are fraught with emotional distress and high expectations; and for CMC there are improvements in quality of life and emotional health post- hospital to home transitions when collaborative models of care are available. This review serves as an early attempt to summarize the literature and demonstrate a need for further research.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it