Evidence map›Paper›PMID 42355704›Full record

ArticleJournal of clinical medicine2026

Fusion of Clinical and Deep Learning Features for Predicting Pembrolizumab Monotherapy Response in Advanced Non-Small Cell Lung Cancer.

Liton Devnath, Ian Janzen, Cheryl Ho, Barbara Melosky, Stephen Lam, Calum MacAulay, Ren Yuan

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Liton DevnathBasic and Translational Research, BC Cancer Research Institute, 675 West 10th Avenue, Vancouver, BC V5Z Il3, Canada.ORCID 0000-0001-7606-3719
Ian JanzenBasic and Translational Research, BC Cancer Research Institute, 675 West 10th Avenue, Vancouver, BC V5Z Il3, Canada.ORCID 0000-0001-7473-7329
Cheryl HoBC Cancer, Vancouver Center, 600 West 10th Avenue, Vancouver, BC V5Z 4E6, Canada.ORCID 0000-0002-5922-3984
Barbara MeloskyBC Cancer, Vancouver Center, 600 West 10th Avenue, Vancouver, BC V5Z 4E6, Canada.ORCID 0000-0003-2865-659X
Stephen LamBasic and Translational Research, BC Cancer Research Institute, 675 West 10th Avenue, Vancouver, BC V5Z Il3, Canada.
Calum MacAulayBasic and Translational Research, BC Cancer Research Institute, 675 West 10th Avenue, Vancouver, BC V5Z Il3, Canada.ORCID 0000-0003-4440-2792
Ren YuanBC Cancer, Vancouver Center, 600 West 10th Avenue, Vancouver, BC V5Z 4E6, Canada.ORCID 0000-0001-5127-7841

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

deep learningimmunotherapyNSCLCPD-L1pembrolizumabtreatment response

Identifiers

PMID42355704
PMCPMC13300846

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.