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Record W4412463177 · doi:10.1055/s-0045-1810289

Compaction Effect on Different Densities of Cancellous Bone and Immediate Stability of an Angle Stable Interlocking Nail in a Distal Femoral Osteotomy Model

2025· article· en· W4412463177 on OpenAlexaff
Agnieszka B. Fracka, M. Podsiedlik, Matthew J. Allen, Loïc M. Déjardin

Bibliographic record

VenueVeterinary and Comparative Orthopaedics and Traumatology · 2025
Typearticle
Languageen
FieldMedicine
TopicBone and Joint Diseases
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsInterlockingMedicineCompactionCancellous boneNail (fastener)OsteotomyOrthodonticsGeotechnical engineeringDentistryAnatomyGeologyStructural engineering

Abstract

fetched live from OpenAlex

Introduction: Interlocking nails are commonly used in distal femoral varus correction associated with medial patellar luxation. Intraoperative femoral condyle manipulation may weaken the nail/bone interface, jeopardize initial nail stability prior to locking and increase the risk of malalignment. Bone compaction, as opposed to traditional reaming, potentially improves the nail/bone interface mechanical properties. Our aim was to evaluate the effect of compaction on the mechanical properties of the bone/nail interface in a femoral condylar bone model. Materials and Methods: Foam models of different densities (7.5, 10, 15, and 20 PCF, n = 5/group) were prepared using either standard line-to-line reaming (7 mm) or sequential compaction with custom 4 to 7-diameter mandrels. Five samples per group were tested in mediolateral bending. Impaction stiffness was assessed for each mandrel size and a 7 mm I-Loc nail in compacted foams. Three specimens were evaluated by micro-CT to define the effects of compaction on foam microstructure. Results: Compaction increased initial construct stiffness and load across all tested foam densities ( p < 0.0001). Impaction showed increasing nail/foam interface bending stiffness from 4 to 7 mm mandrel with the 7 mm I-Loc nail performing similarly to the 6 mm mandrel. Micro-CT scans demonstrated that higher-density foams (15 and 20 PCF) exhibited more pronounced differences between drilled and compacted samples. Compaction effects on microstructure showed increased local density and altered pore morphology in compacted regions. Discussion/Conclusion: In a distal femoral osteotomy model, cancellous bone compaction significantly increases the immediate stability of the bone/nail interface regardless of bone density, which may prove beneficial in juvenile bone. Acknowledgment L.M.D. is an inventor of an I-Loc Angle Stable Interlocking Nail, US Patent #8,435,238 B2, he receives royalties from Michigan State University and teaching honorarium: BioMedtrix/Movora I-Loc program. This study was funded by the Michigan State University Endowed Research Fund. Publication History Article published online: 15 July 2025 © 2025. Thieme. All rights reserved. Georg Thieme Verlag KG Oswald-Hesse-Straße 50, 70469 Stuttgart, Germany

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.051
GPT teacher head0.315
Teacher spread0.265 · 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 designBench or experimental
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".

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Citations0
Published2025
Admission routes1
Has abstractno

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