Operative versus nonoperative treatment of displaced intra-articular calcaneal fractures
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: The relative efficacy of operative and nonoperative treatments for the displaced intra-articular calcaneal fractures (DIACF) remains uncertain. OBJECT: We conducted a meta-analysis to compare the effectiveness of operative and nonoperative treatments in treating patients with DIACF. METHODS: Databases including Cochrane Library, Medline, Embase, CBM, CNKI, and Google Scholar were searched. After independent study selection by 2 authors, data were extracted and collected independently. Comparisons were performed between operative treatment group and nonoperative treatment group. The quality of included studies was assessed using the Newcastle-Ottawa Scale. RevMan 5.3 was used for data analysis. The primary outcome measures were anatomical measures (changes in Böhler angle and calcaneal height and width), functional measures (shoe problems, resuming preinjury work, and residual pain), and complications (including superficial and deep wound infection, skin flap necrosis, neurovascular injury, secondary arthrodesis, reflex sympathetic dystrophy, osteotomy, thromboembolism, and compartment syndromes). RESULTS: Eighteen trials (8 randomized controlled trials and 10 controlled clinical trials) including 1467 patients were considered. For anatomical measurements, the overall mean differences (MDs) for the mean Böhler angle, calcaneal height and width were 15.39 (95% confidence interval [CI] 9.12-21.67), 6.55 (95% CI 2.67-10.43), and 7.05 (95% CI -7.83 to -6.27), respectively. In functional measures, the overall effect MD of American Orthopedic Foot and Ankle Society was 6.23 (95% CI 5.22-17.67) and 0.38 (95% CI 0.22-0.67). The overall relative risks (RRs) of wearing shoes, resuming preinjury work, and having residual pain were 0.32 (95% CI 0.32-1.00), 0.56 (95% CI 0.40-0.77), and 0.90 (95% CI 0.68-1.20), respectively. The overall RR of the incidence of complications was 2.00 (95% CI 1.51-2.64). CONCLUSION: Operative treatment of DIACF may lead to a higher incidence of complications but has better anatomical recovery when compared with nonoperative treatment.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it