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Record W4405911956 · doi:10.1016/j.ygyno.2024.12.010

Serum CA125 levels in the context of ProMisE molecular classification provides pre-operative prognostic information that can direct endometrial cancer management

2024· article· en· W4405911956 on OpenAlexafffund
Andrea Neilson, Amy Jamieson, Derek S. Chiu, Samuel Leung, Amy Lum, Stefan Kommoss, David G. Huntsman, Aline Talhouk, C. Blake Gilks, Jessica N. McAlpine

Bibliographic record

VenueGynecologic Oncology · 2024
Typearticle
Languageen
FieldMedicine
TopicOvarian cancer diagnosis and treatment
Canadian institutionsUniversity of British Columbia
FundersBC Cancer FoundationVancouver Coastal Health Research InstituteCanada Research ChairsCanadian Cancer SocietyMichael Smith Health Research BCVGH and UBC Hospital Foundation
KeywordsMedicineEndometrial cancerContext (archaeology)CancerOncologyInternal medicineGynecology

Abstract

fetched live from OpenAlex

OBJECTIVE: Previous research suggests serum CA125 reflects extra-uterine disease in patients with endometrial carcinoma (EC). Our objective was to determine if CA125 can identify patients with extra-uterine and/or nodal metastases, the association of this biomarker with EC molecular subtype, and to explore an optimal cutoff in this context. METHODS: We assessed the association of CA125 levels with clinicopathologic and outcomes data on a cohort of 1107 molecularly classified EC. RESULTS: Abnormal CA125 (>35kU/L) was associated with higher stage and lymph node metastases (LNM) in all EC and in each molecular subtype on univariate (p < 0.01) and multivariate (p < 0.05) analyses. POLEmut had the lowest median CA125 level and proportion of CA125 abnormal patients, and p53abn the highest proportion (p < 0.001). CA125 > 35 kU/L had a sensitivity of 0.82, specificity 0.53, positive-predictive-value 0.92, and negative-predictive-value 0.31 for LNM, with similar values for stage>I. CA125 > 35 kU/L was associated with worse overall (OS), disease-specific (DSS), and progression-free survival (PFS) in all EC, p53abn (OS, DSS, PFS), NSMP (OS, DSS), and MMRd (OS, DSS) subtypes. CA125 > 35 kU/L demonstrated a relative risk (RR) of 2.50 with presence of stage III/IV disease (p < 0.001) and RR 18.4 for the presence of synchronous endometrial and ovarian carcinomas (SEOC)/co-existing adnexal malignancies (CAM) (p < 0.001). An exploratory cut point, optimized for correlation with DSS (CA125 > 24 kU/L) show similar association with clinical parameters and survival outcome. CONCLUSIONS: CA125 levels are associated with molecular subtype, stage>I disease, and SEOC/CAM. CA125 remains a useful clinical tool in the triage of EC in the era of molecular classification.

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)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
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 head0.048
GPT teacher head0.353
Teacher spread0.305 · 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

Citations4
Published2024
Admission routes2
Has abstractyes

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