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Record W4413385788 · doi:10.1055/a-2671-8660

Reconstruction of the Acute Isolated Common Peroneal Nerve Palsy Using Primarily Nerve Repair and/or Nerve Graft: A Single-Center 28-Year Experience

2025· article· en· W4413385788 on OpenAlexaff
Arash Izadpanah, Yusuf Alper Aytaç, Ahmet Hamdi Sakarya, Che‐Hsiung Lee, Bassem W. Daniel, Lisa Wen‐Yu Chen, Johnny Chuieng-Yi Lu, David Chwei‐Chin Chuang, Tommy Nai‐Jen Chang

Bibliographic record

VenueJournal of Reconstructive Microsurgery · 2025
Typearticle
Languageen
FieldEngineering
TopicMuscle activation and electromyography studies
Canadian institutionsCentre Intégré de Santé et de Services Sociaux des Laurentides
Fundersnot available
KeywordsNeurolysisMedicineSurgeryFoot drop

Abstract

fetched live from OpenAlex

Background: Drop foot is a devastating problem in patients with common peroneal nerve palsy (CPN). The standard surgical treatments are categorized into three main categories: nerve-related procedures, tendon transfers, and functioning free muscle reconstruction. The outcomes of nerve surgeries such as neurolysis, nerve repair, transfer, or graft remain controversial. In this study, we present our experience in acute CPN palsy, employing neurolysis, nerve repair, and nerve grafting in a single institution. Methods: Between 1980 and 2016, 50 patients with CPN injury underwent either primary nerve repair, neurolysis, or nerve graft. Thirty-eight patients met our final inclusion criteria. The functional outcomes of CPN injury were reviewed, categorizing surgical outcomes into three groups based on total ankle ROM and muscle strength. Those with total ROM less than 20 or < M2 muscle strength, 20 to 30 or ≥M2, and ≥30 degrees or ≥M3 were believed to have poor, good, and excellent outcomes, respectively. Results: Nerve grafts shorter than 6 cm are associated with better functional outcome in CPN. Seventy-one percent of patients with nerve grafts shorter than 6 cm achieved good-excellent functional results. Furthermore, 100% of patients in the neurolysis and primary nerve repair groups achieved excellent functional outcomes. Conclusion: CPN surgery is often associated with underwhelming outcomes. With appropriate patient selection and meticulous surgical techniques, one could expect acceptable outcomes in such a patient population. The correct diagnosis and early intervention, along with postoperative immobilization and aggressive rehabilitation, are crucial for improving the outcomes.

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)0.002
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
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.015
GPT teacher head0.237
Teacher spread0.221 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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