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Record W4389310499 · doi:10.1542/peds.2023-063489

Pediatric Sport-Related Concussion: Recommendations From the Amsterdam Consensus Statement 2023

2023· article· en· W4389310499 on OpenAlexafffund
Gavin A Davis, Kathryn Schneider, Vicki Anderson, Franz E Babl, Karen Barlow, Cheri Blauwet, Silvia Bressan, Steven P. Broglio, Carolyn A. Emery, Ruben J. Echemendía, Isabelle Gagnon, Gérard A. Gioia, Christopher C. Giza, John J. Leddy, Christina L. Master, Michael McCrea, Mike McNamee, William P. Meehan, Laura Purcell, Margot Putukian, Rosemarie Scolaro Moser, Michael Takagi, Keith Owen Yeates, Roger Zemek, Jon Patricios

Bibliographic record

VenuePEDIATRICS · 2023
Typearticle
Languageen
FieldMedicine
TopicTraumatic Brain Injury Research
Canadian institutionsUniversity of OttawaChildren's Hospital of Eastern OntarioUniversity of CalgaryMcGill UniversityMcMaster UniversityMontreal Children's HospitalAlberta Children's Hospital
FundersNational Institute on Disability, Independent Living, and Rehabilitation ResearchNational Institute of Mental HealthMedical Research CouncilCanadian Institutes of Health ResearchHealth CanadaCenters for Disease Control and PreventionInternational Olympic CommitteeUniversity of OxfordBrain Injury Research CenterNational Institute of Neurological Disorders and StrokeUniversity of CambridgeOntario Neurotrauma FoundationU.S. Department of DefenseQuadrant BiosciencesAmerican Psychiatric Nurses AssociationZogenixMotor Accident Insurance CommissionAustralian Football LeagueNational Collegiate Athletic AssociationAbbott LaboratoriesFondation Brain CanadaNational Institutes of HealthAmerican Medical Society for Sports MedicineMcGill University Health CentreUniversity of OttawaMcGill UniversityPrinceton UniversityCanadian Academy of Sport and Exercise MedicineMedical College of WisconsinMitacsNational Health and Medical Research CouncilNational Operating Committee on Standards for Athletic EquipmentU.S. Department of Veterans Affairs
KeywordsConcussionMedicineIce hockeyPhysical therapyHeadachesPoison controlInjury preventionPhysical medicine and rehabilitationPsychiatryMedical emergency

Abstract

fetched live from OpenAlex

The 6th International Consensus Conference on Concussion in Sport, Amsterdam 2022, addressed sport-related concussion (SRC) in adults, adolescents, and children. We highlight the updated evidence-base and recommendations regarding SRC in children (5-12 years) and adolescents (13-18 years). Prevention strategies demonstrate lower SRC rates with mouthguard use, policy disallowing bodychecking in ice hockey, and neuromuscular training in adolescent rugby. The Sport Concussion Assessment Tools (SCAT) demonstrate robustness with the parent and child symptom scales, with the best diagnostic discrimination within the first 72 hours postinjury. Subacute evaluation (>72 hours) requires a multimodal tool incorporating symptom scales, balance measures, cognitive, oculomotor and vestibular, mental health, and sleep assessment, to which end the Sport Concussion Office Assessment Tools (SCOAT6 [13+] and Child SCOAT6 [8-12]) were developed. Rather than strict rest, early return to light physical activity and reduced screen time facilitate recovery. Cervicovestibular rehabilitation is recommended for adolescents with dizziness, neck pain, and/or headaches for greater than 10 days. Active rehabilitation and collaborative care for adolescents with persisting symptoms for more than 30 days may decrease symptoms. No tests and measures other than standardized and validated symptom rating scales are valid for diagnosing persisting symptoms after concussion. Fluid and imaging biomarkers currently have limited clinical utility in diagnosing or assessing recovery from SRC. Improved paradigms for return to school were developed. The variable nature of disability and differences in evaluating para athletes and those of diverse ethnicity, sex, and gender are discussed, as are ethical considerations and future directions in pediatric SRC research.

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)0.024
metaresearch head score (Gemma)0.039
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.024
Threshold uncertainty score0.130

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0240.039
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0040.007
Bibliometrics0.0120.006
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0060.004
Research integrity0.0070.007
Insufficient payload (model declined to judge)0.0080.005

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 head0.079
GPT teacher head0.364
Teacher spread0.285 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations66
Published2023
Admission routes2
Has abstractyes

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Same venuePEDIATRICSSame topicTraumatic Brain Injury ResearchFrench-language works237,207