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Record W3014606101 · doi:10.1542/peds.2019-1895l

Patient- and Family-Centered Care in the Emergency Department for Children With Autism

2020· article· en· W3014606101 on OpenAlex
David Nicholas, Barbara Muskat, Lonnie Zwaigenbaum, Andrea Greenblatt, Savithiri Ratnapalan, Christopher Kilmer, William Craig, Wendy Roberts, Justine Cohen-Silver, Amanda S. Newton, Raphael Sharon

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePEDIATRICS · 2020
Typearticle
Languageen
FieldMedicine
TopicInfant Development and Preterm Care
Canadian institutionsUniversity of TorontoHospital for Sick ChildrenUniversity of AlbertaAutism CanadaUniversity of Calgary
Fundersnot available
KeywordsEmergency departmentNature versus nurtureMedicineAutismContext (archaeology)Grounded theoryAutism spectrum disorderFamily centered careQualitative researchService providerNursingFamily medicineHealth careService (business)Psychiatry

Abstract

fetched live from OpenAlex

BACKGROUND: Emergency department (ED) care processes and environments impose unique challenges for children with autism spectrum disorder (ASD). The implementation of patient- and family-centered care (PFCC) emerges as a priority for optimizing ED care. In this article, as part of a larger study, we explore PFCC in the context of ASD. Our aims were to examine how elements of PFCC were experienced and applied relative to ED care for children with ASD. METHODS: Qualitative interviews were conducted with parents and ED service providers, drawing on a grounded theory approach. Interviews were audio recorded, transcribed verbatim, and analyzed by using established constant comparison methods. Data were reviewed to appraise the reported presence or absence of PFCC components. RESULTS: Fifty-three stakeholders (31 parents of children with ASD and 22 ED service providers) participated in interviews. Results revealed the value of PFCC in autism-based ED care. Helpful attributes of care were a person-centered approach, staff knowledge about ASD, consultation with parents, and a child-focused environment. Conversely, a lack of staff knowledge and/or experience in ASD, inattention to parent expertise, insufficient communication, insufficient family orientation to the ED, an inaccessible environment, insufficient support, a lack of resources, and system rigidities were identified to impede the experience of care. CONCLUSIONS: Findings amplify PFCC as integral to effectively serving children with ASD and their families in the ED. Resources that specifically nurture PFCC emerge as practice and program priorities.

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 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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.241

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.013
GPT teacher head0.236
Teacher spread0.222 · 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