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Record W4410410585 · doi:10.1111/cch.70093

Complex Care Needs a Team Approach: How Implementation of a Nurse Key‐Worker Can Improve Care for Children With Medical Complexity and Their Families

2025· article· en· W4410410585 on OpenAlexafffundabout
Tessa Diaczun, Mimi Kuan, Tamara Crozier, Esther Lee

Bibliographic record

VenueChild Care Health and Development · 2025
Typearticle
Languageen
FieldMedicine
TopicChronic Disease Management Strategies
Canadian institutionsUniversity of British Columbia HospitalBC Children's Hospital
FundersBC Children's Hospital
KeywordsNursingFeelingPoint of careHealth careMedicineNurse practitionersMedical recordFamily medicinePsychology

Abstract

fetched live from OpenAlex

BACKGROUND: Children with medical complexity (CMC) have complex, chronic conditions and require specialized care and extensive support across multiple sectors. Children's Healthcare Canada guidelines highlight the importance of care coordination for this population. The BC Children's Hospital Complex Care programme introduced a Nurse Key Worker (NKW) to perform care coordination in conjunction with the expertise of physicians and nurse practitioner (NP). OBJECTIVES: To assess the feasibility of the NKW role in coordinating care for families of CMC. To evaluate the activities performed to meet care coordination needs. METHODS: Thirty-one caregivers of CMC (0-19 years old) were invited to work with the NKW. Electronic health records were utilized to determine the number of patient appointments before and after NKW implementation. Caregivers completed the Family Experience with Care Coordination Measure and Patient-Reported Outcomes Measurement Information System Self-Efficacy tools at baseline and 9 months post-implementation. The physician, NP and NKW completed the Care Coordination Measurement Tool for a duration of 2 weeks to assess and quantify care coordination needs. RESULTS: There was an average of 45% increase in the number of patient appointments after NKW implementation. Caregivers of CMC recognized their NKW as a reliable, skilled, single point of contact. More caregivers reported feeling "very confident" in their ability to care for their CMC. The NKW addressed 168 care coordination needs and performed 576 activities, whereas the NP and physician addressed 115 care coordination needs and performed 282 activities. The care coordination activities prevented unnecessary emergency and clinic visits and reduced family stress and burden. CONCLUSION: The NKW effectively addressed the care coordination needs of CMC and their families without requiring additional physician or NP resources. The NKW, NP and physician performed different activities to meet care coordination needs.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.699
Threshold uncertainty score0.822

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.024
GPT teacher head0.313
Teacher spread0.289 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designOther design
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2025
Admission routes3
Has abstractyes

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