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Record W4417304504

A challenge to improve the Quality of Care.Rehabilitation outcome measures in the Emergency Department: a scoping review.

2025· article· en· W4417304504 on OpenAlexaboutno aff
Giovanni Galeoto, Loredana Gigli, Emanuele Amadio, Giovanni Sellitto, Annamaria Servadio

Bibliographic record

VenuePubMed · 2025
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsOutcome (game theory)Context (archaeology)StandardizationQuality (philosophy)Health careMEDLINE
DOInot available

Abstract

fetched live from OpenAlex

BACKGROUND: The integration of physiotherapists within Emergency Departments (EDs) is increasing internationally; however, the outcome measures employed in this setting remain heterogeneous and largely non-standardized. OBJECTIVE: To map and describe clinical, functional, psychological, prognostic, and patient experience outcome measures currently used by physiotherapists working in EDs. METHODS: A scoping review was conducted following PRISMA-ScR guidelines. PubMed and Google Scholar were searched from their inception to November 2025. Studies were included if they involved patients of any age presenting to the ED with musculoskeletal, traumatic, vestibular conditions or concussion, where physiotherapists applied or reported at least one standardized outcome measure. Two reviewers independently screened titles, abstracts, and full texts. RESULTS: Of 9,790 records identified, 27 met eligibility criteria. Most research originated from Australia, Canada, the United Kingdom, Ireland, and the United States, primarily involving low-complexity musculoskeletal conditions, vestibular disorders, and concussion, including pediatric pathways. Pain intensity scales (NPRS, VAS) and pain interference (BPI-PI) were the most commonly used measures. Functional and disability outcomes (NDI, ODI/mODI, LEFS, QuickDASH, PROMIS Physical Function, PSFS) were predominantly applied during post-ED follow-up. Psychological and prognostic instruments (PCS, STarT Back, 5P Rule) supported risk stratification, while PREMs such as PedsQL Healthcare Satisfaction, SAPS, and VSQ-9 assessed patient experience. Considerable heterogeneity in outcome measurement remains, with few randomized trials, limited long-term follow-up, and scarce economic evaluations. No studies were identified from Italy or Southern Europe. CONCLUSIONS: The use of validated outcome measures by physiotherapists in EDs is feasible and clinically valuable; however, a lack of standardization and limited high-quality evidence particularly within the Italian healthcare context highlight the need for further research to establish shared outcome sets and transferable models of care.

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)0.133
metaresearch head score (Gemma)0.348
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.133
Threshold uncertainty score0.706

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1330.348
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0100.007
Bibliometrics0.0210.025
Science and technology studies0.0020.003
Scholarly communication0.0120.015
Open science0.0060.005
Research integrity0.0070.006
Insufficient payload (model declined to judge)0.0070.002

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 head0.061
GPT teacher head0.376
Teacher spread0.315 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations0
Published2025
Admission routes1
Has abstractyes

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