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Record W4411370113 · doi:10.1016/j.jht.2025.04.011

Codesigning the web-based “Preoperative Rehab-readiness, Education and Preparation for Surgery” program for people undergoing a total shoulder replacement procedure

2025· article· en· W4411370113 on OpenAlexafffund
Rochelle Furtado, Joy C. MacDermid, Kenneth J. Faber

Bibliographic record

VenueJournal of Hand Therapy · 2025
Typearticle
Languageen
FieldMedicine
TopicTotal Knee Arthroplasty Outcomes
Canadian institutionsSt Joseph's Health CareHand and Upper Limb ClinicLondon Health Sciences CentreWestern University
FundersCanadian Institutes of Health Research
KeywordsMedicineWeb applicationSurgeryPhysical therapyWorld Wide WebComputer science

Abstract

fetched live from OpenAlex

BACKGROUND: Using a codesign process with patients, clinicians, and researchers, we created the Preoperative Rehab-readiness, Education and Preparation for Surgery (PREPS) program for patients undergoing a total shoulder replacement surgery. PREPS is designed to improve patient preparedness for surgery, increase rehab adherence/awareness and empower patients during their replacement journey. PURPOSE: To codesign, test and evaluate the PREPS program for patients undergoing a shoulder replacement surgery. STUDY DESIGN: A codesign process integrated multiple methods. METHODS: PREPS integrated multiple literature reviews, quantitative surveys, qualitative interviews and consultation analyses. Guided by a patient-centered approach, module content and design were reviewed by an expert advisory group comprising of academic and clinical experts (n=10) and consumers (n=5). Evaluation of usability was conducted using the Patient Education Materials Assessment Tool. Codesign process was guided by the TEACH-it framework. RESULTS: PREPS is a 6-week multimodal program that consists of both a website with video modules and a graphical education booklet that replicates the same online information. This format allows for increased accessibility of information for older adults. PREPS is self-guided at home. Content and design were continuously and iteratively refined over two years. Understandability was rated on average 94% by three raters. Few expressed they preferred the print version due to limited tech access. The content, format and delivery of PREPS was impacted by the codesign process, resulting in a very different program than had previously been delivered at the institution using traditional processes. CONCLUSIONS: PREPS is an integrative co-designed virtual preoperative program that supports patients' preparation for a shoulder replacement. Codesign is a time-consuming iterative process whose dividends are evident in better usability and usefulness of the product. Mapping interventions to patient needs and clinical goals, considering diverse users and using an inclusive equity lens can potentially improve the quality of web-based health care interventions.

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)0.001
metaresearch head score (Gemma)0.000
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 score0.196
Threshold uncertainty score0.303

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.017
GPT teacher head0.334
Teacher spread0.318 · 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".

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Citations0
Published2025
Admission routes2
Has abstractyes

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