Evidence map›Paper›PMID 42930175›Full record

ArticleCurrent oncology (Toronto, Ont.)2026

Interpretable Machine Learning Prognostic Model Integrating Inflammatory-Nutritional Biomarkers for Post-Prostatectomy Biochemical Recurrence: Development, Internal Validation, and Translational Target Exploration.

Hao Wang, Yifei Zhang, Zhen Li, Jiyue Wu, Huawei Cao, Lijian Gan, Xuemeng Qiu, Wei Wang

Abstract read
In one paragraph

Article in Current oncology (Toronto, Ont.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Hao WangDepartment of Urology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China.
Yifei ZhangDepartment of Urology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China.
Zhen LiDepartment of Urology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China.
Jiyue WuDepartment of Urology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China.
Huawei CaoDepartment of Urology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China.
Lijian GanDepartment of Urology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China.
Xuemeng QiuDepartment of Urology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China.
Wei WangDepartment of Urology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China.ORCID 0000-0003-2642-3338

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

InflammationMachine LearningNeoplasm Recurrence, LocalProstatectomyProstatic NeoplasmsAgedBiomarkers, TumorHumansMaleMiddle AgedPrognosisRetrospective StudiesBiomarkers, Tumorbiochemical recurrencelymphocyte-to-monocyte ratiomachine learningmolecular dockingprognostic nutritional indexprostate cancerSHAP

Identifiers

PMID42930175
PMCPMC13703617

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.