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Record W4417530860 · doi:10.1016/j.esmorc.2025.100076

GENOME-WIDE SEQUENCING ANALYSES REVEAL THE BIOLOGICAL DETERMINANTS OF RESECTION MARGIN STATUS IN PRIMARY RETROPERITONEAL DEDIFFERENTIATED LIPOSARCOMA

2025· article· en· W4417530860 on OpenAlexaff

Bibliographic record

VenueESMO rare cancers. · 2025
Typearticle
Languageen
FieldMedicine
TopicSarcoma Diagnosis and Treatment
Canadian institutionsMount Sinai HospitalPrincess Margaret Cancer CentreHospital for Sick ChildrenLunenfeld-Tanenbaum Research InstituteUniversity of Toronto
Fundersnot available
KeywordsLiposarcomaResection marginResectionMargin (machine learning)Surgical marginRadiation therapy

Abstract

fetched live from OpenAlex

Objective: EHE is a rare vascular sarcoma, characterized by WWTR1-CAMTA1 (90%) or YAP1-TFE3 (10%) gene fusions.VT3989 is a selective TEAD inhibitor that disrupts YAP/TAZ-driven transcriptional activity.This phase I/II study evaluated the safety, tolerability, and preliminary antitumor activity of VT3989 in patients with advanced solid tumors, including EHE.Methods: Patients with locally advanced or metastatic EHE enrolled in the doseescalation and dose-expansion cohorts.Key eligibility criteria included progressive disease (previously treated or treatment-nave), measurable or evaluable disease per RECIST v1.1, and adequate organ function.Confirmation of EHE-associated gene fusions was performed locally using immunohistochemistry, fluorescence in situ hybridization, or sequencing.The primary objective was to assess safety and tolerability.Secondary endpoints included objective response rate, duration of response, and progression-free survival.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.435

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.058
GPT teacher head0.334
Teacher spread0.276 · 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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