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Record W2590799185 · doi:10.1177/2513826x1500100102

Communication Between the Transverse Cervical Nerve and the Marginal Mandibular Branch of the Facial Nerve: A Rare Anatomical Variant

2015· article· en· W2590799185 on OpenAlexvenueno aff
Toshinori Iwai, Maiko Shibasaki, Hideyuki Nakashima, Senri Oguri, Makoto Hirota, Kenji Mitsudo, Iwai Tohnai

Bibliographic record

VenuePlastic Surgery Case Studies · 2015
Typearticle
Languageen
FieldMedicine
TopicFacial Nerve Paralysis Treatment and Research
Canadian institutionsnot available
Fundersnot available
KeywordsFacial nerveMedicineCervical NerveAnatomyCervical plexusTrigeminal nerveMandibular nerveDentistryNerve rootMolar

Abstract

fetched live from OpenAlex

Although anatomical knowledge of the facial nerve (FN) is very important to avoid iatrogenic injury during surgery, surgeons are concerned less with the cervical branch, which plays a definitive role in lower lip esthetic and function compared with other branches of the FN. Although communication between branches of the cervical plexus and FN is not well documented, the transverse cervical nerve commonly communicates with the cervical branch of the FN. There are few reports describing direct communication with the marginal mandibular branch. As a rare anatomical variant, the authors report communication between the transverse cervical nerve and the marginal mandibular branch of the FN.

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)0.002
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 score0.038
Threshold uncertainty score0.526

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.066
GPT teacher head0.324
Teacher spread0.258 · 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

Citations2
Published2015
Admission routes1
Has abstractyes

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