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Record W4412707311 · doi:10.1177/18632521251359105

Using the simple locking intramedullary (SLIM) system for bone deformity stabilization: A retrospective cohort study

2025· article· en· W4412707311 on OpenAlexaff
Peter Joseph Mounsef, Sofia Addab, Saleh Alfaisali, Mitchell Bernstein, Reggie C. Hamdy

Bibliographic record

VenueJournal of Children s Orthopaedics · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicConnective tissue disorders research
Canadian institutionsShriners Hospitals for Children - CanadaMcGill UniversityMcGill University Health Centre
Fundersnot available
KeywordsIntramedullary rodMedicineSurgeryDeformityRetrospective cohort studyOsteogenesis imperfectaOrthopedic surgeryMedullary cavityNail (fastener)TibiaRadiological weapon

Abstract

fetched live from OpenAlex

Background: Osteogenesis imperfecta (OI) is characterized by bone fragility and deformities. Treating long bone fractures and deformities in OI patients typically involves intramedullary (IM) rods. The Simple Locking Intramedullary (SLIM) nail is a novel surgical device developed to address challenges in patients with narrow medullary canals, which are unsuitable for larger telescoping rods. This study aims to evaluate the outcomes and complications associated with SLIM nail use in pediatric patients with OI. Methods: A retrospective chart review was conducted at our institution, analyzing 23 patients (41 limbs) who underwent surgery using the SLIM nail between April 2016 and March 2022. Data on patient demographics, surgical intervention, post-operative outcomes, and complications were collected. Radiological evaluations were performed from the immediate post-operative period up to the most recent follow-up. Results: The SLIM nail demonstrated a 2-year survival rate of 82.8% and a 4-year survival rate of 77.1% in tibial applications. The most common complication was angular deformity in the distal tibia, occurring in 19 patients. Other complications included anterior cortical penetration, nail bending, and one case of nail breakage. Conclusions: The SLIM nail is a viable option for patients with narrow intramedullary canals, particularly in cases where telescoping rods are not feasible. While the SLIM nail provides adequate stabilization and reduces the need for multiple surgeries, careful monitoring is essential to manage complications such as distal angular deformity. Early revision to a larger rod, when possible, is recommended to prevent further complications as the patient grows. Level of evidence: Level IV.

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)0.002
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.054
Threshold uncertainty score0.473

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.014
GPT teacher head0.317
Teacher spread0.303 · 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 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

Citations2
Published2025
Admission routes1
Has abstractyes

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