Does open or closed reduction with internal fixation reduces the incidence of complications in neck of femur fractures in pediatrics: a meta-analysis and systematic review
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
The neck of femur fracture (FNF) in children is a rare injury with a high incidence of complications such as avascular necrosis (AVN), coxa-vara and nonunion. The aim of this review is to compare the incidence of complications between open reduction with internal fixation (ORIF) and closed reduction with internal fixation (CRIF) of FNF in children. Two independent reviewers searched EMBASE, MEDLINE, COCHRANE and PUBMED databases from inception until April 2022 according to the preferred reporting items for systematic reviews and meta-analyses guidelines. Studies included comparison of complications between open and closed approaches with fixation of FNF in patients less than 18 years old. Publication bias was assessed using Egger's test while the Newcastle-Ottawa tool was used to assess the methodological quality of the studies. A total of 724 hip fractures from 15 included studies received either ORIF or CRIF. Overall, the rate of AVN was approximately 21.7% without statistical significance between both reduction methods [relative risk (RR) = 0.909, using fixed effect model at 95% confidence interval (CI, 0.678-1.217)]. No significant heterogeneity among AVN studies ( I2 = 3.79%, P = 0.409). Similarly, neither coxa-vara nor nonunion rates were statistically significant in both treatment groups (RR = 0.693 and RR = 0.506, respectively). Coxa-vara studies showed mild heterogeneity ( I2 = 27.8%, P = 0.218), while significant publication bias was encountered in nonunion studies ( P = 0.048). No significant difference in the incidence of AVN, coxa-vara and nonunion between ORIF or CRIF of FNF in children. High-quality studies as Randomised Controlled Trials can resolve the inconsistency and heterogeneity of other risk factors including age, initial displacement, fracture type, reduction quality and time to fixation.
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.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.006 | 0.001 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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