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Record W4214837110 · doi:10.1097/bot.0000000000002362

Unreamed Intramedullary Nailing Versus External Fixation for the Treatment of Open Tibial Shaft Fractures in Uganda: A Randomized Clinical Trial

2022· article· en· W4214837110 on OpenAlexaff

Bibliographic record

VenueJournal of Orthopaedic Trauma · 2022
Typearticle
Languageen
FieldMedicine
TopicBone fractures and treatments
Canadian institutionsUniversity of British Columbia
FundersNational Institute of Arthritis and Musculoskeletal and Skin Diseases
KeywordsIntramedullary rodExternal fixationRandomized controlled trialExternal fixatorOrthopedic surgeryTibia

Abstract

fetched live from OpenAlex

OBJECTIVE: To compare unreamed intramedullary nailing versus external fixation for the treatment of Gustilo-Anderson type II and IIIA open tibial fractures admitted to a hospital in rural Uganda. DESIGN: Randomized clinical trial. SETTING: Regional referral hospital in Uganda. PATIENTS: Fifty-five skeletally mature patients with a Gustilo-Anderson type II or IIIA open tibia shaft fracture treated within 24 hours of injury between May 2016 and December 2019. INTERVENTION: Unreamed intramedullary nailing (n = 31) versus external fixation (n = 24). MAIN OUTCOME MEASUREMENTS: The primary outcome was function within 12 months of injury, measured using the Function IndeX for Trauma (FIX-IT) score. Secondary outcomes included health-related quality of life (HRQoL) using the 3-level version of the 5-dimension EuroQol instrument (EQ-5D-3L), radiographic healing using the Radiographic Union Scale for Tibia (RUST) fractures score, and clinical complications. RESULTS: Treatment with an intramedullary nail resulted in a 1.0-point higher [95% credible intervals (CrI), 0.1 to 1.9] FIX-IT score compared with external fixation. Results were similar for the secondary patient-reported outcomes, EQ-5D-3L and the visual analog scale component of the EuroQol instrument (EQ-VAS). RUST scores were not different between groups at any time point. Treatment with an intramedullary nail was associated with a 22.1% (95% CrI, -42.6% to 1.7%) lower rate of malunion and a 20.8% (95% CrI, -44.0% to 2.9%) lower rate of superficial infection. CONCLUSION: In rural Uganda, treatment of open tibial shaft fractures with an unreamed intramedullary nail results in marginal clinically important improvements in functional outcomes, although there is likely an important reduction in malunion and superficial infection. LEVEL OF EVIDENCE: Therapeutic Level II. See Instructions for Authors for a complete description of levels of evidence.

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)0.003
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: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.238
Threshold uncertainty score0.430

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
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 head0.076
GPT teacher head0.416
Teacher spread0.340 · 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 designRandomized trial
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

Citations19
Published2022
Admission routes1
Has abstractyes

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