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Record W2401611226 · doi:10.1097/dss.0000000000000418

Delayed-Onset Nodules Secondary to a Smooth Cohesive 20 mg/mL Hyaluronic Acid Filler

2015· article· en· W2401611226 on OpenAlexaff
Katie Beleznay, Jean Carruthers, Alastair Carruthers, Mark E. Mummert, Shannon Humphrey

Bibliographic record

VenueDermatologic Surgery · 2015
Typearticle
Languageen
FieldMedicine
TopicFacial Rejuvenation and Surgery Techniques
Canadian institutionsUniversity of British ColumbiaSKiN Health
Fundersnot available
KeywordsHyaluronic acidFiller (materials)MedicineCosmetic TechniquesDentistrySurgeryComposite materialMaterials scienceAnatomy

Abstract

fetched live from OpenAlex

BACKGROUND: The shift from 2- to 3-dimensional soft tissue augmentation has allowed the development of hyaluronic acid (HA) fillers, which are long lasting and also reversible. Delayed-onset inflammatory nodules have recently been reported with the use of HA fillers. OBJECTIVE: The authors document their experience with delayed-onset nodules after 3-dimensional facial injection of Juvéderm Voluma (HA-V) over 68 months. MATERIALS AND METHODS: The authors conducted a retrospective chart review of patients who were treated with HA-V between February 1, 2009, and September 30, 2014, to evaluate for delayed-onset nodules. RESULTS: Over 68 months, 4,702 treatments were performed using 11,460 mL of HA-V. Twenty-three patients (0.5%) experienced delayed-onset nodules. The median time from injection to reaction was 4 months, and median time to resolution was 6 weeks. Nine of the 23 (39%) had an identifiable immunologic trigger such as flu-like illness before the nodule onset. In the authors' experience, prednisone, intralesional corticosteroids, and hyaluronidase were effective treatments. CONCLUSION: Although delayed nodules are uncommon from HA-V (0.5%), it is important to be aware of this adverse effect and have a management protocol in place. It is the authors' opinion from the patients' responses and from the literature that these nodules are immune mediated in nature.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0020.000

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 head0.048
GPT teacher head0.292
Teacher spread0.245 · 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 designCase report
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

Citations146
Published2015
Admission routes1
Has abstractyes

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