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Record W4392812342 · doi:10.21203/rs.3.rs-4089075/v1

Evidence based clinical practice guidelines for the management of acute ankle injuries according to: PRISMA systematic review and quality appraisal with AGREE II.

2024· preprint· en· W4392812342 on OpenAlexaboutno aff
Najeeb Bsoul, Ling Liang, Leyi Cai, Davit Mazmanyan, Daniel Porter

Bibliographic record

VenueResearch Square · 2024
Typepreprint
Languageen
FieldMedicine
TopicClinical practice guidelines implementation
Canadian institutionsnot available
Fundersnot available
KeywordsSystematic reviewQuality (philosophy)Clinical PracticeQuality of evidenceMedicineCritical appraisalMEDLINEPhysical therapyAlternative medicinePolitical scienceMeta-analysisPathologyEpistemology

Abstract

fetched live from OpenAlex

Abstract Background Acute ankle injuries are a common injury seen in emergency rooms resulting in huge social impact and sometimes devastating consequences. Several clinical practice guidelines (CPGs) related to ankle injuries have been developed by various organizations, but there is a lack of a critical appraisal of them. The purpose of this systematic review is to find and critically appraise evidence-based clinical practice guidelines for EB-CPGs related to acute ankle injuries in adults. Method Cochrane Library, MEDLINE, EMBASE, WHO databases, and 98 worldwide orthopedic association websites were searched until early 2023. Two authors individually employed the inclusion and exclusion criteria, and each EB-CPG was subject to an independent critical appraisal of its content, by four authors, using the Appraisal of Guidelines for REsearch and Evaluation (AGREE II) instrument, and AGREE II scores for each domain were calculated. Results Five evidence-based clinical practice guidelines were included in this review. Mean scores for all six domains were as follows: Scope and Purpose (87.8%), Stakeholder Involvement (69.2%), Rigour of Development (72.5%), Clarity of Presentation (86.9%), Applicability (45.6%), and Editorial Independence (53.3%). Conclusion The overall quality of the existing ankle injuries EB-CPGs is not strong and three of them are out of date. Useful guidance related to Ottawa rules, manual therapy, cryotherapy, functional supports, early ambulation, and rehabilitation have been mentioned. monitoring and/or auditing criteria, the view and preferences of the target population item, and editorial independence are challenge areas and future guidelines should focus on improvements in these domains. Systematic Review: Systematic review.

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)0.232
metaresearch head score (Gemma)0.421
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesMetaresearch
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.768
Threshold uncertainty score0.947

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.2320.421
Meta-epidemiology (narrow)0.0040.005
Meta-epidemiology (broad)0.0160.025
Bibliometrics0.0270.025
Science and technology studies0.0030.005
Scholarly communication0.0080.007
Open science0.0090.008
Research integrity0.0060.008
Insufficient payload (model declined to judge)0.0100.002

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 head0.702
GPT teacher head0.700
Teacher spread0.002 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designSystematic review
DomainMethods
GenreReview

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

Citations0
Published2024
Admission routes1
Has abstractyes

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