MétaCan
Menu
Back to cohort
Record W3111253002 · doi:10.4103/jmms.jmms_108_20

Microneedle-Assisted Steroid Delivery Therapy in the Management of Hypertrophic Scars

2020· article· en· W3111253002 on OpenAlexaboutno aff
Guruswamy Vishwanath, Jandhyala Sridhar

Bibliographic record

VenueJournal of Marine Medical Society · 2020
Typearticle
Languageen
FieldPharmacology, Toxicology and Pharmaceutics
TopicAdvancements in Transdermal Drug Delivery
Canadian institutionsnot available
Fundersnot available
KeywordsHypertrophic scarsMedicineLesionScarsDermatologySurgery

Abstract

fetched live from OpenAlex

Introduction: Microneedle assisted transdermal delivery is an emerging technique of drug delivery on the horizon with exciting potential therapeutic applications. Aims and Objectives: To study the role of microneedling assisted steroid therapy in the management of hypertrophic scars and make suitable recommendations on employability of the procedure as a treatment modality. Materials and Methods: Twenty six consecutive patients with hypertrophic burn scars were studied. Each scar was divided into two halves–control and test. Both halves received topical fluticasone propionate cream 0.05% once daily, silicone gel sheet and a pressure garment. In addition, the test half received microneedling therapy followed by fluticasone propionate cream 0.05% application twice weekly for twelve sittings. The two halves were evaluated for response using the Vancouver Scar Scale (VSS) at the beginning and end of therapy. Results: Twenty patients completed the study. No statistically significant difference was noted in the VSS scores of the two halves. Subjective relief of pruritus was found to be statistically significant in the test half. Conclusion: This study found that percutaneous microneedling assisted steroid therapy as per the the regimen used in this study produced no objectively assessed benefit in the management of hypertrophic scars. Relief of pruritus was noted.

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0010.000

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 head0.101
GPT teacher head0.389
Teacher spread0.288 · 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 designBench or experimental
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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Marine Medical SocietySame topicAdvancements in Transdermal Drug DeliveryFrench-language works237,207