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Record W4417035572 · doi:10.1001/jamasurg.2025.5288

Home-Based Prehabilitation for Older Surgical Patients With Frailty

2025· article· en· W4417035572 on OpenAlexaffabout
Daniel I. McIsaac, Susan M. Lee, Dean Fergusson, Chelsia Gillis, Rachel G. Khadaroo, Amanda Meliambro, John Muscedere, Antoine Eskander, H Moloo, Gregg Nelson, Tarit Saha, Rosaleen Chun, Pablo E. Serrano, Duminda N. Wijeysundera, Monica Taljaard, Keely Barnes, Sylvain Boet, Laura Boland, Karina Branje, Rodney H. Breau, Gregory L. Bryson, Irfan Dhalla, Elijah Dixon, Gary Dobson, Mary Farnand, Alan J. Forster, Sylvain Gagné, Emily Hladkowicz, Jayna Holroyd‐Leduc, Allen Huang, Eric Jacobsohn, John Joanisse, Ana Johnson, Stephanie Johnson, Noha M. Khalil, Manoj M. Lalu, Luke T. Lavallée, Tien Le, Max Levine, C.M. Love, Colin J. L. McCartney, Michael McMullen, Lucas Mellaci Bergamascki, Ronald B. Moore, Michelle Mozel, Sudhir Nagpal, Julie Nantel, Barbara Power, Celena Scheede‐Bergdahl, Laura Tamblyn-Watts, Kednapa Thavorn, Daniel Trottier, Carl van Walraven, Ilun Yang

Bibliographic record

VenueJAMA Surgery · 2025
Typearticle
Languageen
FieldMedicine
TopicFrailty in Older Adults
Canadian institutionsInstitut du Savoir MontfortUniversity of ManitobaSouth Health CampusOntario Medical AssociationMcMaster UniversityUniversity of CalgaryMontfort HospitalOttawa HospitalHealth Sciences CentreUniversity of TorontoSt. Michael's HospitalSunnybrook Health Science CentreQueen's UniversityMemorial University of NewfoundlandUniversity of AlbertaUniversity of British ColumbiaRoyal Columbian HospitalMcGill UniversityUniversity of Ottawa
Fundersnot available
KeywordsPrehabilitationMEDLINERetrospective cohort studyActivities of daily livingPreoperative care

Abstract

fetched live from OpenAlex

Importance: Explanatory trials suggest that prehabilitation has efficacy in improving surgical outcomes. The effectiveness of offering home-based prehabilitation across multiple centers and for older adults with frailty remains unknown. Objective: To evaluate the effectiveness of offering coach-supported, home-based prehabilitation to older surgical patients with frailty. Design, Setting, and Participants: This study is a pragmatic, parallel-arm, multicenter randomized clinical trial with embedded qualitative assessment. Clinicians and assessors were fully blinded; participants were partially blinded in that the control arm received publicly available activity and nutritional guidelines. From March 2, 2020, to February 8, 2024, participants aged 60 years and older with frailty (Clinical Frailty Scale score ≥4) scheduled for elective, inpatient noncardiac surgery were recruited from surgeon's offices at 13 centers in Canada. Data analysis was completed from October 3, 2024, to December 5, 2024. Intervention: Assignment to a home-based, multimodal program of exercise and personalized nutritional recommendations, remotely supported by coaches using a theory-based approach to enhance adherence. Main Outcomes and Measures: The coprimary outcomes were patient-reported disability 30 days after surgery using the World Health Organization Disability Assessment Schedule 2.0 and the incidence of any postoperative complication during the surgical hospitalization. Barriers to adherence were identified using the Theoretical Domains Framework. Secondary outcomes were intervention-attributable safety events, health-related quality of life, survival, falls, complication severity, activities of daily living, length of stay, discharge disposition, lower limb function, and readmission. Analysis was by mixed-effects regression, adjusting for stratification and prespecified prognostic factors. Results: Of 992 eligible participants, 847 (85.4%) were randomized (423 to prehabilitation and 424 to usual care), and 705 participants had their planned surgery (353 in the prehabilitation group and 352 in the usual care group). A total of 452 participants (53.4%) were female, and mean (SD) participant age was 71.7 (7.1) years. A median (IQR) of 4 weeks (3-7) of prehabilitation enrollment was achieved. Preoperative safety outcomes did not differ between groups. Participants assigned to prehabilitation reported a mean (SD) postoperative disability score of 23.5 (21.8) compared to 24.7 (23.8) for usual care (adjusted mean difference, -1.4; 97.5% CI, -4.9 to 2.0; P = .36). Complications occurred in 177 participants (50.1%) assigned to prehabilitation and 168 control participants (47.7%) (adjusted odds ratio, 1.05; 97.5% CI, 0.73-1.49; P = .78). Participants completing more than 75% of prescribed exercises reported significantly lower disability scores with prehabilitation (mean difference, -4.9; 97.5% CI, -9.8 to -0.01; P = .02), but there was no significant difference in complications (odds ratio, 1.06; 97.5% CI, 0.67-1.67; P = .79). Primary barriers to adherence were competing priorities and motivation. Conclusions and Relevance: In this randomized clinical trial among older adults with frailty scheduled for surgery, assignment to home-based prehabilitation before surgery did not improve postoperative disability scores or reduce complications. Trial Registration: ClinicalTrials.gov Identifier: NCT04221295.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.059
Threshold uncertainty score0.531

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.014
GPT teacher head0.272
Teacher spread0.258 · 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

Citations10
Published2025
Admission routes2
Has abstractyes

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