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Record W2402679587

Vastus lateralis muscle-only free flap: defining its role in head and neck reconstruction.

2008· article· en· W2402679587 on OpenAlexaff
Maya G. Sardesaı, John H Yoo, Jason Franklin, Kevin Fung

Bibliographic record

VenuePubMed · 2008
Typearticle
Languageen
FieldMedicine
TopicReconstructive Surgery and Microvascular Techniques
Canadian institutionsWestern UniversityLondon Health Sciences Centre
Fundersnot available
KeywordsHead and neckMedicineGynecologyHumanitiesArtSurgery
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: To review the anatomy, indications, technique, advantages, and limitations of vastus lateralis muscle-only free tissue transfer for reconstruction of head and neck defects following tumour ablation. DESIGN: A single-centre retrospective chart review was undertaken. METHODS: Patients undergoing free tissue transfer of the vastus lateralis muscle for reconstruction of head and neck defects between May 1, 2003, and April 30, 2006, were identified. Demographic data, surgical details, outcome, and complications were determined. RESULTS: Nine patients were identified. A variety of tumour types and sites were treated. Three suffered flap-related complications consisting of distal flap vascular compromise. CONCLUSIONS: The vastus lateralis muscle-only free flap has numerous advantages, including versatility, ease of harvest, and ability to perform a two-team operation. There are also some limitations, including variable anatomy and tenuous distal circulation. Judicious use of this free flap in noncritical areas is preferable.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.482
Threshold uncertainty score0.625

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.020
GPT teacher head0.217
Teacher spread0.197 · 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

Citations4
Published2008
Admission routes1
Has abstractyes

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