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Record W2803006467 · doi:10.1097/sap.0000000000001433

Computed Tomographic Angiography Used for Localization of the Cutaneous Perforators and Selection of Anterolateral Thigh Flap “Bail-Out” Branches

2018· article· en· W2803006467 on OpenAlexaff
Anna K. Steve, Colin White, Ali Alkhawaji, Thomas Hayakawa, Edward W. Buchel, Steven F. Morris

Bibliographic record

VenueAnnals of Plastic Surgery · 2018
Typearticle
Languageen
FieldMedicine
TopicReconstructive Surgery and Microvascular Techniques
Canadian institutionsDalhousie UniversityUniversity of ManitobaUniversity of Saskatchewan
Fundersnot available
KeywordsMedicineComputed tomographic angiographyAngiographySelection (genetic algorithm)ThighComputed tomographicRadiologySurgeryComputed tomographyArtificial intelligence

Abstract

fetched live from OpenAlex

BACKGROUND: The purpose of this study was to evaluate the territory supplied by the lateral circumflex femoral artery for the consistency of a proximal perforator that could be used as an alternative pedicle for the anterolateral thigh flap if a tedious intramuscular course is encountered during elevation of the perforator used to develop the initial surgical plan. It is hypothesized that a consistent "bail-out" perforator supplying the proximal thigh would facilitate a simpler anterolateral thigh flap harvest, with minimal modification to flap design. METHODS: Computed tomographic images of 9 fresh cadavers were imported using Materialize's Interactive Medical Imaging Control System software to create surface-rendered 3-dimensional reconstructions of 15 lower limbs. Perforators emerging proximally and laterally to a 3-cm radius circle drawn at the midpoint of the anterior superior iliac spine and superolateral patella were considered potential bail-out perforators and evaluated for their number emerging diameter, length, course, and location relative to the anterior superior iliac spine. RESULTS: An average of 2.9 ± 1.8 perforators per limb were identified. Mean pedicle length was 111 ± 20 mm, measured from the origin in the lateral circumflex femoral artery to where the perforators emerged through the deep fascia directly overlying the thigh muscles. Average diameter at origin in the lateral circumflex femoral artery was 2.8 ± 0.8 mm, and that at emergence through the deep fascia was 1.1 ± 0.3 mm. Vessel course was predominantly musculocutaneous (90%). CONCLUSIONS: A significant bail-out perforator routinely supplies the proximal anterolateral thigh and may be used as an alternative vascular pedicle for an anterolateral thigh flap if a tedious intramuscular course is encountered during elevation of a perforator identified within the conventional landmarks (3-cm radius circle at the midpoint of the anterior superior iliac spine and superolateral patella).

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.680
Threshold uncertainty score0.388

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
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 head0.027
GPT teacher head0.271
Teacher spread0.243 · 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

Citations5
Published2018
Admission routes1
Has abstractyes

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