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Record W4415893125 · doi:10.1055/a-2719-5359

Tibial Plateau Fractures in Low- and Middle-Income Countries: A Systematic Review of Treatment Modalities, Functional Outcomes, and Complications

2025· article· en· W4415893125 on OpenAlexaboutno aff
ElMuhtadi B. Y. Gasoma, Mohamed Sarhan, Moustafa H. Aly

Bibliographic record

VenueThe Surgery Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicBone fractures and treatments
Canadian institutionsnot available
Fundersnot available
KeywordsRadiological weaponComplicationSoft tissueImplantSystematic reviewFixation (population genetics)RehabilitationRandomized controlled trialTibial plateau fractureBone grafting

Abstract

fetched live from OpenAlex

Abstract Tibial plateau fractures (TPFs) are complex intra-articular injuries associated with long-term disability if not optimally treated. In low- and middle-income countries (LMICs), where high-energy trauma is prevalent and health system resources are constrained, management strategies, and outcomes differ substantially from those reported in high-income countries. This systematic review synthesizes evidence from LMICs on treatment approaches, functional outcomes, and complications following TPFs. We systematically searched PubMed, EMBASE, Scopus, and regional databases for studies conducted in LMICs, published up to May 2025. Eligible studies included adult patients with TPFs managed surgically, reporting functional or radiological outcomes. Data were extracted on demographics, fracture type, surgical technique, and outcomes. Risk of bias was assessed using the Newcastle–Ottawa Scale and Cochrane ROB-2 tools. Fifteen studies comprising 1,213 patients from South Asia, and Africa were included. Patients were predominantly male (65–75%) with mean ages between 35 and 45 years; road traffic accidents were the leading cause. Dual plating yielded superior alignment and higher Knee Society Scores (75–85) but carried increased infection rates (10–18%). Ilizarov and hybrid fixators achieved high union rates (>90%) with acceptable function, although pin-tract infections (15–20%) and malalignment (10–12%) were common. Arthroscopic-assisted fixation improved articular reduction but was limited to tertiary centres. A randomized trial demonstrated that immediate weight-bearing enhanced gait recovery without increased implant failure. Across studies, complication rates exceeded those reported in high-income countries, reflecting systemic barriers such as limited rehabilitation access, implant scarcity, and inadequate soft tissue care. In LMICs, satisfactory union and functional recovery can be achieved following TPF surgery, but complication rates remain high. Dual plating offers superior stability, while Ilizarov fixation provides a resource-appropriate alternative. System-level improvements in rehabilitation, infection prevention, and trauma infrastructure are critical to narrowing outcome disparities with high-income countries.

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)0.000
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 score0.127
Threshold uncertainty score0.286

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.026
GPT teacher head0.295
Teacher spread0.269 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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