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Record W2025194982 · doi:10.1177/1090820x12442529

The Table Tilt: Preventing Traction on the Brachial Plexus During Facelift Surgery

2012· letter· en· W2025194982 on OpenAlexaff
Colin Morrison, Michael Dobryansky, Richard J. Warren, James E. Zins

Bibliographic record

VenueAesthetic Surgery Journal · 2012
Typeletter
Languageen
FieldMedicine
TopicFacial Rejuvenation and Surgery Techniques
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicineBrachial plexusTraction (geology)SurgeryAnesthesia

Abstract

fetched live from OpenAlex

Rhytidectomy remains a popular cosmetic surgical procedure, with recognized risks and complications.1 Surgeons who regularly perform facelifts continually seek out methods to improve their outcomes, which includes minimizing complications. We recently noticed a troublesome sequela not previously described: patients’ complaining of a continuous, deep, burning pain in the area of the anterior elbow joint. This pain was unilateral or bilateral and appeared refractory to intraoperative cushioning, massage, or change of arm position. We postulated that these symptoms2 were caused by traction on the brachial plexus in the neck due to prolonged rotation of the cervical spine resulting from the patient being positioned in a way that maximized visibility of the neck area for the surgeon during rhytidectomy procedures. Tilting the operating table approximately 15° away from the proposed surgical site resolved both issues (the visibility and resultant patient pain), providing a simple solution. The recommended table position is illustrated in the Figure. The operating table is tilted 15° away from the surgeon. The arrow points to the direction of the surgeon’s view. The authors declared no potential conflicts of interest with respect to the research, authorship, and publication of this article. The authors received no financial support for the research, authorship, and publication of this article.

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)0.000
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.006
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0060.004
Insufficient payload (model declined to judge)0.0020.001

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 head0.041
GPT teacher head0.267
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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

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

Citations0
Published2012
Admission routes1
Has abstractyes

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