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Record W3008625267 · doi:10.1136/bmjsem-2019-000667

Effectiveness of return to activity and return to school protocols for children postconcussion: a systematic review

2020· review· en· W3008625267 on OpenAlexaff
Carol DeMatteo, E. Dimitra Bednar, Sarah Randall, Katie Falla

Bibliographic record

VenueBMJ Open Sport & Exercise Medicine · 2020
Typereview
Languageen
FieldMedicine
TopicTraumatic Brain Injury Research
Canadian institutionsMcMaster University
Fundersnot available
KeywordsCINAHLConcussionMedicineSystematic reviewMEDLINEPopulationPhysical therapyPoison controlInjury preventionPsychological interventionPsychiatryEmergency medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: To determine the effects of following return to activity (RTA) and return to school (RTS) protocols on clinical outcomes for children with concussion. The 12 subquestions of this review focus on the effectiveness of protocols, guidelines and recommendations, and the evidence supporting content of the protocols including rest, exercise and school accommodations. DESIGN: Systematic review. DATA SOURCES: PubMed, MEDLINE, EMBASE, CINAHL, ERIC and manual reference list check. ELIGIBILITY CRITERIA FOR SELECTING STUDIES: Studies were included if they evaluated RTA or RTS protocols in children aged 5-18 years with a concussion or if they reported a rigorous study design that provided evidence for the recommendations. Included studies were original research or systematic reviews. Articles were excluded if they did not report on their methodology or included participants with significant neurological comorbidities. RESULTS: The literature search retrieved 198 non-duplicate articles and a total of 13 articles were included in this review. Despite the adoption of several RTS and RTA protocols in clinical practice there is little evidence to determine their efficacy in the paediatric population. SUMMARY: The current data support the recommendation that children in the acute stage postconcussion should undergo 1-2 days physical and cognitive rest as they initiate graduated RTA/RTS protocols. Prolonged rest may increase reported symptoms and time to recovery. Further interventional studies are needed to evaluate the effectiveness of RTA/RTS protocols in youth with concussion.

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)0.012
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Meta-epidemiology (broad)
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 score0.120
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.010
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0240.001
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.001
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 head0.123
GPT teacher head0.490
Teacher spread0.367 · 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.

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

Citations34
Published2020
Admission routes1
Has abstractyes

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