The impact of a complex care clinic in a children's hospital
Bibliographic record
Abstract
BACKGROUND: The number of medically complex and fragile children (MCFC) cared for in children's hospitals is growing, necessitating the need for optimal care co-ordination. The purpose of this study was to describe the impact of a nurse practitioner/paediatrician-run complex care clinic in a tertiary care hospital on healthcare utilization, parental and primary care provider (PCP) perceptions of care and parental quality of life. METHODS: MCFC and their parents were recruited for ambulatory follow-up by the hospital team to complement care provided by the PCP in this mixed methods single centre pre- or post-evaluative study. Parents participated in semi-structured interviews within 48 h of discharge; further data were collected at 6 and 12 months. Healthcare utilization was compared with equal time periods pre-enrolment. Parental health was assessed with the SF-36; parental perceptions of care were assessed using the Larsen's Client Satisfaction Questionnaire and the Measure of Processes of Care; PCPs completed a questionnaire at 12 months. Parental and PCP comments were elicited. Comparisons were made with baseline data. RESULTS: Twenty-six children and their parental caregivers attended the complex care clinic. The number of days that children were admitted to hospital decreased from a median of 43 to 15 days, and outpatient visits increased from 2 to 8. Mean standardized scores on the SF-36 increased (improved) for three domains related to mental health. A total of 24 PCPs responded to the questionnaire (92% response); most found the clinic helpful for MCFC and their families. Parents reported improvements in continuity of care, family-centredness of care, comprehensiveness and thoroughness of care, but still experienced frustrations with access to services and miscommunication with the team. CONCLUSION: A collaborative medical home focused on integrating community- and hospital-based services for MCFC is a promising service delivery model for future controlled evaluative studies.
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.
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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".