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Record W4408838661 · doi:10.1101/2025.03.23.25324479

International Consensus on Sports, Exercise, and Physical Activity participation during post-operative interventions for Adolescent Idiopathic Scoliosis: an e-Delphi study

2025· preprint· en· W4408838661 on OpenAlexaff
Susanna Tucker, Nicola R Heneghan, Alison Rushton, Adrian Gardner, Emily Russell, Andrew Soundy

Bibliographic record

VenuemedRxiv · 2025
Typepreprint
Languageen
FieldMedicine
TopicScoliosis diagnosis and treatment
Canadian institutionsWestern University
Fundersnot available
KeywordsPsychological interventionIdiopathic scoliosisPhysical therapyDelphi methodScoliosisDelphiPsychologyPhysical activityMedicinePhysical medicine and rehabilitationPsychiatryComputer science

Abstract

fetched live from OpenAlex

Introduction: Physiotherapists and surgeons have a significant role in promoting participation and offering a graded return to sports, exercise, and physical activity following spinal fusion in adolescent idiopathic scoliosis (AIS). However, there is a lack of evidence to guide post-operative rehabilitation and variability worldwide. This study aims to obtain consensus on 1) when it is safe and 2) how an individual with AIS might return to sports, exercise, and physical activity. Methods and analysis: An international electronic 3 round Delphi study was conducted and reported. Eligible expert surgeons or physiotherapists had either specific clinical or research experience in AIS. Round 1 included a series of open-ended questions. Round 2 provided a summary of the existing literature for participants to review and rate items. Round 3 participants were asked to re-rate responses. Consensus was determined through content analysis of open statements >1 participant, round 2 statements achieving >75% on a 5-point Likert scale, and round 3 Kendall’s coefficient of concordance. Results: From 53 recruited participants (18 countries, 1 unknown), 41 responded to round 1, 32 to round 2, and 29 to Round 3 (14 surgeons, 15 physiotherapists). Round 1 generated 85 statements under 19 themes surrounding graded return to sports, rehabilitation milestones, philosophical approaches, and treatment modalities. Round 2 generated 63 statements with >75% agreement. Round 2 open comments generated 22 statements. The 66 statements agreed in round 3 generated 9 themes with corresponding statements regarding different phases of care. All round 3 statements demonstrated significant (p<0.001) moderate agreement (W=0.5). A Wilcoxon Sum-rank result (p<0.05) showed stability between rounds 2 and 3. An additional 5 statements (total 71 statements) were generated from round 3 open comments. Conclusion: This Delphi study provides the first international consensus of 71 statements on return to sports, exercise, and physical activity following spinal fusion in AIS.

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)0.092
metaresearch head score (Gemma)0.091
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.092
Threshold uncertainty score0.488

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0920.091
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0040.002
Science and technology studies0.0020.002
Scholarly communication0.0020.003
Open science0.0020.008
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.412
Teacher spread0.333 · 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 designQualitative
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

Citations2
Published2025
Admission routes1
Has abstractyes

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