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Record W2411896276 · doi:10.1097/dss.0000000000000434

Clinical Experience With 11,460 mL of a 20-mg/mL, Smooth, Highly Cohesive, Viscous Hyaluronic Acid Filler

2015· article· en· W2411896276 on OpenAlexaff
Shannon Humphrey, Jean Carruthers, Alastair Carruthers

Bibliographic record

VenueDermatologic Surgery · 2015
Typearticle
Languageen
FieldMedicine
TopicFacial Rejuvenation and Surgery Techniques
Canadian institutionsUniversity of British ColumbiaSKiN HealthVancouver Coastal Health
Fundersnot available
KeywordsHyaluronic acidMedicineSurgeryAdverse effectPatient satisfactionFacial rejuvenationClinical efficacyInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: A 3-dimensional approach to facial rejuvenation restores volume lost over time. Hyaluronic acid (HA) filling agents provide long-lasting correction with minimal side effects and a high level of patient satisfaction. The newest HA formulation is a 20-mg/mL smooth cohesive filler (Juvéderm Voluma [HA-V]) that combines both low- and high-molecular-weight HA for more efficient cross-linking and greater lift capabilities. OBJECTIVE: To document the clinical experience with HA-V over the course of 68 months. MATERIALS AND METHODS: The authors conducted a retrospective chart review of patients who received HA-V for facial augmentation between February 1, 2009, and October 1, 2014. Clinical results were assessed 2 weeks after initial treatment, with touch-ups performed as necessary. Color photographs were taken before and after treatment, and adverse events were documented. RESULTS: Over 68 months, the authors treated 2,342 patients with 11,460 mL of HA-V. Aesthetic results lasted upwards of 12 months, and most side effects were transient and mild. Three patients developed signs of vascular compromise that was promptly treated and resolved within 2 months. Twenty-one patients (<0.5%) experienced late-onset, temporary, nontender nodules that were successfully managed with conservative measures. CONCLUSION: Easy to use and well tolerated, HA-V is ideally formulated for soft-tissue augmentation in the face, with clinical effects lasting 12 months or longer.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.704
Threshold uncertainty score0.839

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 head0.082
GPT teacher head0.343
Teacher spread0.261 · 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 designNot applicable
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

Citations25
Published2015
Admission routes1
Has abstractyes

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