Evidence map›Paper›PMID 40115084›Full record

ArticleCardiovascular diagnosis and therapy2025

Can machine learning predict successful chronic total occlusion crossing with primary antegrade wiring?

Takao Konishi, Teruo Sekimoto, Rika Kawakami, Diljon Chahal, Renu Virmani, Aloke V Finn

Abstract readEditorialComment
PubMed Full text at PMC Publisher
In one paragraph

Article in Cardiovascular diagnosis and therapy, 2025. 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

5 · Who and what money

Authors and funding

6 authors.

Takao KonishiDepartment of Cardiovascular Pathology, CVPath Institute, Inc., Gaithersburg, MD, USA.ORCID https://orcid.org/0000-0001-8429-631X
Teruo SekimotoDepartment of Cardiovascular Pathology, CVPath Institute, Inc., Gaithersburg, MD, USA.
Rika KawakamiDepartment of Cardiovascular Pathology, CVPath Institute, Inc., Gaithersburg, MD, USA.
Diljon ChahalSchool of Medicine, University of Maryland, Baltimore, MD, USA.
Renu VirmaniDepartment of Cardiovascular Pathology, CVPath Institute, Inc., Gaithersburg, MD, USA.ORCID https://orcid.org/0000-0003-1879-0015
Aloke V FinnDepartment of Cardiovascular Pathology, CVPath Institute, Inc., Gaithersburg, MD, USA.ORCID https://orcid.org/0000-0003-0359-0184

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

antegrade wiring (AW)Chronic total occlusion (CTO)machine learning (ML)percutaneous coronary intervention (PCI)

Identifiers

PMID40115084
PMCPMC11921272

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.