External Fixation Versus Internal Fixation for Unstable Distal Radius Fractures
Bibliographic record
Abstract
OBJECTIVES: There is no consensus on the surgical management of unstable distal radius fractures. In this systematic review and meta-analysis, we pool data from trials comparing external fixation and open reduction and internal fixation (ORIF) for this injury. DATA SOURCES: We searched electronic databases (including MEDLINE, EMBASE, and SCOPUS) and conference proceedings from 1950 to 2009 in the English literature. STUDY SELECTION: We pooled data from 12 trials totaling 1011 patients (491 fractures treated with external fixation and 520 with ORIF). All randomized studies of external fixation to ORIF for unstable distal radius fractures were considered, and nonrandomized trials were included if and only if they directly compared external fixation with ORIF. DATA EXTRACTION: Two authors independently extracted data from all eligible studies, including patient characteristics, sample size, fracture type, length of follow-up, intervention, and outcomes. DATA SYNTHESIS: Continuous variables were pooled across studies using the method of standard mean differences (SMD) or effect size. ORIF demonstrated significantly better Disabilities of the Arm, Shoulder, and Hand scores (SMD, 0.28; 95% confidence interval, 0.03-0.53; P = 0.03), recovery of forearm supination (SMD, 0.23; 95% CI, 0.08-0.38; P = 0.003), and restoration of volar tilt (SMD, 0.53; 95% CI, 0.34-0.72; P < 0.00001). However, external fixation resulted in significantly better grip strength (SMD, -10.32; 95% CI, -16.36 to -4.28; P = 0.0008), and subgroup analyses of randomized studies showed external fixation yielded better wrist flexion (SMD, -0.38; 95% CI, -0.58 to -0.17; P = 0.0004). CONCLUSIONS: For surgical fixation of unstable distal radius fractures, ORIF yields significantly better functional outcomes, forearm supination, and restoration of anatomic volar tilt. However, external fixation results in better grip strength, wrist flexion, and remains a viable surgical alternative. LEVEL OF EVIDENCE: Therapeutic Level II. See Instructions for Authors for a complete description of levels of evidence.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.018 | 0.043 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.011 | 0.013 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".