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Record W4320076120 · doi:10.2196/38884

Rehabilitation Approaches and Strategies in the Management of Adult Patients Following Pelvic Fractures: Protocol for a Scoping Review

2023· review· en· W4320076120 on OpenAlexvenueno aff
Ntombenkosi Appears Sobantu, Muziwakhe Daniel Tshabalala, Verusia Chetty

Bibliographic record

VenueJMIR Research Protocols · 2023
Typereview
Languageen
FieldMedicine
TopicPelvic and Acetabular Injuries
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePsychological interventionRehabilitationMEDLINECochrane LibraryCritical appraisalGrey literaturePhysical therapyInclusion (mineral)Health careProtocol (science)Quality of life (healthcare)NursingAlternative medicinePsychologyPathology

Abstract

fetched live from OpenAlex

BACKGROUND: Pelvic fractures can lead to disability and a poor health-related quality of life, thereby contributing to the burden of disease in South Africa. Rehabilitation plays an important role in improving the functional outcomes in patients with pelvic fractures. However, there is limited published research that presents optimal interventions and guidelines to improve outcomes in affected individuals. OBJECTIVE: The purpose of this study is to examine and map the range of and gaps in rehabilitation approaches and strategies used by health care professionals globally in the management of adult patients with pelvic fractures. METHODS: The synthesis of evidence will follow the framework outlined by Arksey and O'Malley and supported by the Joanna Briggs Institute. The identification of research questions; the identification of relevant studies; the selection of eligible studies; charting data; collating, summarizing, and reporting of the results; and consultation with relevant stakeholders will be undertaken. Peer-reviewed articles written in English; from quantitative, qualitative, and mixed methods studies; and searched through Google Scholar, MEDLINE, PubMed, and Cochrane Library will be considered. Studies eligible for selection will be full-text articles written in English about adult patients with pelvic fractures. Studies on children with pelvic fractures and on interventions following pathological pelvic fractures as well as opinion papers and commentaries will be excluded from the study. Rayyan software will be used for title and abstract screening to determine inclusion in the study and to improve collaboration between the reviewers. The Mixed Methods Appraisal Tool (version 2018) will be used to appraise the quality of the studies. RESULTS: This protocol will guide a scoping review to examine and map the range of and gaps in rehabilitation approaches and strategies used by health care professionals globally in the management of adult patients with pelvic fractures, irrespective of level of care. Impairments, activity limitations, and participation restrictions in patients with pelvic fractures will be highlighted, which will give an indication of the rehabilitation needs of the affected individuals. Results of this review might provide evidence for health care professionals, policy makers, and scholars to aid rehabilitative care and further integration of patients into health care systems and community. CONCLUSIONS: The rehabilitation needs of patients with pelvic fractures will be drawn from this review and will be presented in a flow diagram. Rehabilitation approaches and strategies in the management of patients with pelvic fractures will be identified to guide health care professionals in the promotion of quality health care for these patients. TRIAL REGISTRATION: OSF Registries osf.io/k6eg8; https://osf.io/k6eg8. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/38884.

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)0.004
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: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Protocol · Consensus signal: Protocol
Teacher disagreement score0.304
Threshold uncertainty score0.821

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.433
GPT teacher head0.625
Teacher spread0.192 · 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 designSystematic review
Domainnot available
GenreProtocol

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
Published2023
Admission routes1
Has abstractyes

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