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Record W2993982309 · doi:10.1055/s-0039-1697920

Reconstruction of Lower Extremity Defects Using the Serratus Anterior Free Flap: A Systematic Review and Retrospective Case Series

2019· review· en· W2993982309 on OpenAlexaff
Aneesh Karir, Michael J. Stein, Sarah Shiga, Jing Zhang

Bibliographic record

VenueJournal of Reconstructive Microsurgery · 2019
Typereview
Languageen
FieldMedicine
TopicReconstructive Surgery and Microvascular Techniques
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsMedicineSurgeryComplicationRetrospective cohort studyCochrane LibraryFree flapRandomized controlled trial

Abstract

fetched live from OpenAlex

BACKGROUND: Free tissue transfer is the most common modality for distal third lower extremity reconstruction, yet complication rates remain high. The serratus anterior muscle free flap, which can be harvested alone or as a chimeric flap, is a robust and reliable option that remains the primary modality for distal third lower extremity defects at our institution. The objective of this study was to perform a systematic review of lower extremity reconstruction with the serratus anterior free flap and provide a retrospective review of cases at our institution. METHODS: A systematic review of the literature was conducted using PubMed, Embase, and Cochrane Library (PROSPERO CRD42018110692). Articles reporting reconstruction of lower extremity and foot defects using serratus anterior free flaps in adults were included. A retrospective cohort study of serratus anterior free flaps was then performed from 2012 to 2018 at our institution. RESULTS: Thirty-seven articles meeting inclusion criteria provided data on 198 flaps: 125 (63%) serratus-only flaps and 73 (37%) chimeric flaps based on the subscapular axis. Among the serratus-only flaps, defects were primarily due to chronic wounds (51%) or acute infections (33%). Flap survival rate was 97%, and the major and minor complication rates were 5 and 9%, respectively. Of the 10 cases included in the case series, flap survival rate was 100%, there were no major complications, and the minor complication rate was 44%. The average time to flap healing was 95 days and average lower extremity functional scale score was 58/80 among five patients. CONCLUSION: Serratus anterior muscle free flaps are a versatile and reliable option for distal third lower extremity reconstruction.

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)0.004
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.013
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0050.004
Bibliometrics0.0130.013
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.031
GPT teacher head0.302
Teacher spread0.271 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations13
Published2019
Admission routes1
Has abstractyes

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