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Record W4307054416 · doi:10.1093/pch/pxac100.048

49 Implementation of a Sensory Toolkit in the Emergency Department for Children with Autism Spectrum Disorder

2022· article· en· W4307054416 on OpenAlexaff
Meagan Roy, Ceilidh Kinlin, Sarah J. MacEachern

Bibliographic record

VenuePaediatrics & Child Health · 2022
Typearticle
Languageen
FieldHealth Professions
TopicPediatric health and respiratory diseases
Canadian institutionsChildren's Hospital of Eastern OntarioUniversity of Calgary
Fundersnot available
KeywordsAutism spectrum disorderEmergency departmentSensory systemSensory processingAutismPsychologyMedicinePsychiatry

Abstract

fetched live from OpenAlex

Abstract Background Autism Spectrum Disorder (ASD) is a neurodevelopmental condition characterized by deficits in social communication and restricted, repetitive patterns of behaviour, interests, or activities. Children with ASD frequently visit the emergency department (ED), and present more for primary care-related issues and other non-emergent reasons than children without ASD. Visiting the ED can be challenging and stressful for children with ASD, their caregivers, and the healthcare professionals caring for them. Sensory Toolkits are a collection of sensory items that can help to distract and calm children, including during times of stress. We hypothesized that a Sensory Toolkit will improve the experience of children with ASD and their families in our ED. Objectives The primary objective of this study was to evaluate the effect of a Sensory Toolkit on the experience of children with ASD and their families visiting a tertiary-care hospital ED. Design/Methods After ethical approval was obtained, a pre-implementation survey was conducted on parents of children with ASD about prior experiences in the ED and their interest in a Sensory Toolkit. A Sensory Toolkit specific to children with ASD was developed through literature review and in consultation with families of children with ASD. The Sensory Toolkit, which included a light wand, squeeze ball, push-pop bubble toy, and other items, was launched in a tertiary-care hospital ED in June 2021 with 50 Toolkits. A post-implementation survey was conducted to explore parents’ experiences of their child using the Sensory Toolkit in the ED and to obtain feedback to help improve the Toolkit. Results In the pre-implementation survey, 80% (32/40) of parents felt that a Sensory Toolkit would improve the experience of children with ASD in the ED. Post-implementation, 100% (12/12; response rate ~25% from 50 Toolkits) of parents felt that the Sensory Toolkit was helpful for their child. Parents reported that the Sensory Toolkit was “AMAZING” and “A really great idea, thank you!”. Feedback provided regarding improvements that could be made to the Sensory Toolkit was highly patient-specific and often contradictory. One parent suggested more items to chew on while another parent suggested elimination of the chewable items and one parent loved the light up toy while another suggested to remove it. Conclusion The Sensory Toolkit contributes positively to the experience of children with ASD and their families in a tertiary-care hospital ED. This study will help inform improvement of the Sensory Toolkit in the ED, including consideration of more specialized Sensory Toolkits to meet individual patient needs. Given the success in the ED, the Sensory Toolkit could be expanded into other areas of the tertiary-care hospital and beyond.

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 imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.009
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0030.001
Scholarly communication0.0010.001
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.025
GPT teacher head0.378
Teacher spread0.352 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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".

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Citations0
Published2022
Admission routes1
Has abstractyes

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