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Record W4409365510 · doi:10.1093/ptj/pzaf051

Feasibility of Direct-Access Physical Therapy for Concussion Management in the Pediatric Emergency Department: A Pilot Implementation Study

2025· article· en· W4409365510 on OpenAlexafffund
Isabelle Gagnon, Alexandra Lacasse-Courchesne, Meghan McKee, Debbie Friedman, M Hahn, Lina Osseiran, Daniel A. Brody, Christine Beaulieu, Ilana Greenstone, Laurie H. Plotnick

Bibliographic record

VenuePhysical Therapy · 2025
Typearticle
Languageen
FieldMedicine
TopicTraumatic Brain Injury Research
Canadian institutionsPublic Health Agency of CanadaMcGill UniversityMcGill University Health CentreMontreal Children's Hospital
FundersMcGill University
KeywordsMedicinePhysical therapistPhysical therapyConcussionEmergency departmentMedical recordEmergency medicinePoison controlInjury preventionNursing

Abstract

fetched live from OpenAlex

OBJECTIVES: The objective of this study was to determine the feasibility of implementing an interdisciplinary approach to concussion assessment and management, including direct-access pediatric physical therapy in the pediatric emergency department (PED), with regard to parental satisfaction with early concussion management, documentation of clinical information for prognosis, and service organization metrics. METHODS: This was a single-center retrospective analysis of prospectively collected data. Patients <18 years old presenting to the PED with a suspected concussion were included and either received care using the interdisciplinary model of care (pediatric physical therapy + usual care) or usual care alone, depending on their time of presentation to the PED (12 hours/week of pediatric physical therapy coverage). Clinical and administrative data were collected from the participants' medical record. In addition, a random sample of participants received a quality improvement survey administered over the phone. RESULTS: Three hundred and forty-seven patients were included in the study population (mean [SD] age = 7.56 [5.62] years), and 81 were seen by the pediatric physical therapist. Those seen by the pediatric physical therapist had a significantly higher average satisfaction score for the Family domain (94.69 [11.60]) of the Pediatric Quality of Life Health care Satisfaction scale, than those who were not (89.02 [20.17]), as well as for Overall satisfaction (pediatric physical therapy = 95.45 [12.34] vs usual care = 89.21 [21.21]). Prognostic information was collected more systematically in patients seen by the pediatric physical therapist. CONCLUSIONS: The presence of a pediatric physical therapist in the PED could improve early management of children presenting for suspected concussions. Further research will help determine factors related to sustainability and prepare for broader implementation. IMPACT: Physical therapists, shown to be a positive addition in adult emergency departments, mostly for musculoskeletal conditions, were introduced in a PED in an interdisciplinary model of concussion care and were associated with improvements in satisfaction, clinical information documentation, and service organization. LAY SUMMARY: The study investigated whether direct access to pediatric physical therapy in the pediatric emergency department (PED) would enhance parental satisfaction, early concussion management, documentation, and service organization. Conducted at a single center, it analyzed data from patients under 18 years old with suspected concussions, comparing those who received care from a pediatric physical therapist plus usual care to those who received only usual care. Results showed that parents of children seen by the pediatric physical therapist reported higher satisfaction, and prognostic information was more systematically collected, suggesting that incorporating pediatric physical therapists into the PED could improve overall care and service organization.

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)0.001
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 score0.322
Threshold uncertainty score0.463

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.174
GPT teacher head0.508
Teacher spread0.334 · 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 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".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

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