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Complications of Rigid Intramedullary Rodding of Femoral Shaft Fractures in Children

2002· article· en· W2003205334 on OpenAlexaff
Merv Letts, James Jarvis, Lou Lawton, Darin Davidson

Bibliographic record

VenueThe Journal of Trauma: Injury, Infection, and Critical Care · 2002
Typearticle
Languageen
FieldMedicine
TopicBone fractures and treatments
Canadian institutionsMedical Council of CanadaChildren's Hospital of Eastern Ontario
Fundersnot available
KeywordsIntramedullary rodFemoral shaftMedicineSurgeryOrthodonticsGeology

Abstract

fetched live from OpenAlex

BACKGROUND: Intramedullary rodding of femoral shaft fractures has been frequently performed in adults, but until recently rarely in children. It was the purpose of this study to investigate the experience with this treatment method at a pediatric trauma center. METHODS: From 1987 to 1998, 54 children were treated for traumatic femoral fractures with intramedullary rods at a major pediatric trauma center. The average age was 15 years 3 months, ranging between 11 years 4 months and 17 years 11 months. The average follow-up was 5 years 3 months, ranging from 20 months to 10 years 1 month. RESULTS: All of the fractures occurred secondary to trauma and the most common anatomic fracture site was the femoral midshaft. Complications encountered included 8 instances of minor limb length discrepancy, 11 instances of discomfort because of rod prominence, 1 case of avascular necrosis of the femoral head, 2 instances of heterotopic ossification over the rod tip, 1 broken rod, and 3 cases that demonstrated decreased external rotation of the affected limb. One child developed osteomyelitis after intramedullary rodding for a fracture previously treated with external fixation. There were no cases of surgically induced nonunion or malunion and only one delayed union secondary to infection. CONCLUSION: Results of this series demonstrate intramedullary rodding to be an effective treatment modality for femoral fractures in skeletally mature children. In children with open femoral physes, rigid rodding should be avoided because of the small but serious occurrence of avascular necrosis of the femoral head. Intramedullary rodding is not recommended in children initially treated with external fixation because of the increased risk of infection.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.324
Teacher spread0.307 · 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 source (direct Gemma or distilled Codex), 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

Citations76
Published2002
Admission routes1
Has abstractyes

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