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Record W2768584471 · doi:10.1097/dss.0000000000001404

Preventive, Cumulative Effects of Botulinum Toxin Type A in Facial Aesthetics

2017· article· en· W2768584471 on OpenAlexaff
Shannon Humphrey, Birgitte Jacky, Conor J. Gallagher

Bibliographic record

VenueDermatologic Surgery · 2017
Typearticle
Languageen
FieldMedicine
TopicBotulinum Toxin and Related Neurological Disorders
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsWrinkleBotulinum toxinMedicineExtracellular matrixFibroblastReduction (mathematics)Skin AgingDermatologyPathologySurgeryChemistryIn vitroBiologyCell biology

Abstract

fetched live from OpenAlex

BACKGROUND: Botulinum toxin Type A (BoNTA) is the gold standard for the treatment of dynamic rhytides in the face. Recently, clinical observation suggests that individuals who receive regular injections of BoNTA experience ongoing wrinkle reduction and improvements in overall skin quality not observed in those treated sporadically. OBJECTIVE: To review scientific evidence of qualitative changes in the skin and the possibility of indirect or direct effects on fibroblasts affecting fibroblast activity, including collagen production, after repeated treatment with BoNTA. MATERIALS AND METHODS: We examined the literature for supporting evidence of the effect of repeated treatment cycles on wrinkle reduction and skin quality; histological changes in collagen structure; alterations in biomechanical features of the skin; and potential fibroblastic response. RESULTS: Apparent cumulative improvement on wrinkle reduction and additional skin quality attributes with regular BoNTA treatments suggests an ongoing process of dermal repair. Clinical observation suggests that BoNTA injections stimulate collagen production and lead to a reorganization of the collagen network within the extracellular matrix, which in turn may produce improvements in features associated with more youthful skin. Moreover, evidence suggests that BoNTA may have a direct or indirect effect on fibroblast activity. CONCLUSION: Clinical observation of progressive wrinkle reduction and qualitative improvements in a number of skin attributes that accumulate with more frequent injections of BoNTA suggest an ongoing process of repair leading to prolonged and cumulative effects.

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)0.001
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.029
GPT teacher head0.295
Teacher spread0.266 · 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 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

Citations15
Published2017
Admission routes1
Has abstractyes

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