MétaCan
Menu
Back to cohort
Record W2074088379 · doi:10.1097/scs.0b013e31806900fa

Supraorbital Artery Myocutaneous Island Flap for Forehead Defect Reconstruction

2008· article· en· W2074088379 on OpenAlexaff
Artur Gevorgyan, Gevorg Yaghjyan, Hovhannes V. Shamakhyan, Abraham M. Danielyan, Artavazd B. Sahakyan

Bibliographic record

VenueJournal of Craniofacial Surgery · 2008
Typearticle
Languageen
FieldMedicine
TopicReconstructive Surgery and Microvascular Techniques
Canadian institutionsSickKids FoundationUniversity of TorontoHospital for Sick Children
Fundersnot available
KeywordsMedicineForeheadGlabellaSurgery

Abstract

fetched live from OpenAlex

The frontalis musculocutaneous island flap offers advantages of immediate repair for small to medium-sized forehead defects (0.5-5 x 0.5-5 cm). Based on the supraorbital artery, the flap is both adaptable and dependable. Advantages of this flap include the ability to perform the procedure immediately and in one stage, rapid aesthetic restoration, minor donor-site morbidity, and technical ease. A clinical report demonstrating the use of this flap for repair of an electrothermal injury to the glabella is presented.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.702
Threshold uncertainty score0.752

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
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 head0.026
GPT teacher head0.253
Teacher spread0.227 · 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

Citations9
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Craniofacial SurgerySame topicReconstructive Surgery and Microvascular TechniquesFrench-language works237,207