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Record W1832759153 · doi:10.1177/1203475415596121

Laser Therapy for an Acquired Glomuvenous Malformation (Glomus Tumour)

2015· article· en· W1832759153 on OpenAlexaff
Jason K. Rivers, Catherine A. Rivers, Monica K. Li, Magdalena Martinka

Bibliographic record

VenueJournal of Cutaneous Medicine and Surgery · 2015
Typearticle
Languageen
FieldMedicine
TopicSoft tissue tumors and treatment
Canadian institutionsUniversity of CalgaryQueen's UniversityUniversity of British Columbia
Fundersnot available
KeywordsMedicineGlomus tumorLaser therapyDermatologyPathologyLaser

Abstract

fetched live from OpenAlex

BACKGROUND: Glomuvenous malformations (GVMs) (previously known as glomus tumours) are uncommon, benign, vascular neoplasms. Current treatments include surgical excision and sclerotherapy, often with high recurrence rates and poor cosmetic results. OBJECTIVE: We sought to use a nonsurgical approach for treatment of a GVM. METHODS: We present a patient with an acquired, biopsy-proven GVM of the heel unamenable to surgical excision, treated with a long pulsed 1064-nm neodymium-doped yttrium aluminum garnet (Nd:YAG) laser. RESULTS: Excellent cosmesis and long-term remission were achieved after several treatment sessions. CONCLUSION: Our experience provides further evidence to support the safety and effectiveness of the 1064-nm Nd:YAG laser in the management of large and surgically challenging GVMs.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.637
Threshold uncertainty score0.393

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0000.000

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 head0.081
GPT teacher head0.321
Teacher spread0.240 · 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 designOther design
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

Citations12
Published2015
Admission routes1
Has abstractyes

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