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Record W7117656321 · doi:10.1016/j.adro.2025.101969

Innovative and Customized 3-Dimensional-Printed Mold Brachytherapy Treatment of Genital Extramammary Paget’s Disease

2025· article· en· W7117656321 on OpenAlexaff
Ruben Del Castillo Pacora, Moti Paudel, Mackenzie Smith, Gerard Morton, Elizabeth Barnes, Michael Sidiropoulos, Amandeep Taggar

Bibliographic record

VenueAdvances in Radiation Oncology · 2025
Typearticle
Languageen
FieldMedicine
TopicCancer and Skin Lesions
Canadian institutionsHealth Sciences CentreUniversity of TorontoSunnybrook Health Science Centre
Fundersnot available
KeywordsBrachytherapyExtramammary Paget's diseaseSex organDisease

Abstract

fetched live from OpenAlex

Purpose: Extramammary Paget's disease (EMPD) is a rare intraepithelial neoplasm that affects apocrine gland-rich areas of the perineal region. Surgical treatment is the standard of care but is associated with significant morbidity. Nonsurgical options, such as surface mold brachytherapy (SMBT) with custom 3-dimensional (3D)-printed applicators, offer an innovative, organ-preserving alternative. Our aim was to evaluate the efficacy, safety, and cosmetic outcomes of custom 3D-printed SMBT in patients diagnosed with EMPD. Methods and Materials: A retrospective case series involving 9 patients treated for EMPD between November 2019 and April 2023 was included. Patient demographics, clinical characteristics, treatment parameters, and outcomes were analyzed. Primary outcomes included clinical response rates, acute and late toxicities (graded according to the National Cancer Institute Common Terminology Criteria for Adverse Events, version 5), and patient-reported cosmetic outcomes. Results: All 9 patients (6 men and 3 women) achieved a complete clinical response, with 1 patient experiencing marginal recurrence at 13.6 months posttreatment. Acute grade 3 dermatitis occurred in all patients and resolved, on average, within 54 days (range, 35-72). Late toxicities included hypopigmentation (4 patients) and telangiectasia (3 patients). Cosmetic outcomes were rated as excellent or very good by 89% of patients. Conclusions: This study represents the first report on the use of custom 3D-printed SMBT for EMPD. This technique demonstrates excellent local control, manageable toxicity, and favorable cosmetic outcomes, offering a promising alternative to surgery in this anatomically complex area.

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.795
Threshold uncertainty score0.354

Codex and Gemma teacher scores by category

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)0.0000.000

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 head0.011
GPT teacher head0.366
Teacher spread0.355 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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