Evidence map›Paper›PMID 42792950›Full record

ArticleGenes2026

Machine Learning Triage of LDLR Variants of Uncertain Significance Using Predictor Concordance and ACMG-Aligned Evidence Mapping.

BalaSubramani Gattu Linga, Faisal E Ibrahim, Nader Al-Dewik

Abstract read
In one paragraph

Article in Genes, 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

3 authors.

BalaSubramani Gattu LingaDepartment of Research, Women's Wellness and Research Center, Hamad Medical Corporation (HMC), Doha 3050, Qatar.ORCID 0009-0003-8814-7399
Faisal E IbrahimDepartment of Research, Women's Wellness and Research Center, Hamad Medical Corporation (HMC), Doha 3050, Qatar.ORCID 0009-0004-0431-5744
Nader Al-DewikDepartment of Research, Women's Wellness and Research Center, Hamad Medical Corporation (HMC), Doha 3050, Qatar.ORCID 0000-0001-5739-1135

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Hyperlipoproteinemia Type IIMachine LearningReceptors, LDLBoosting Machine Learning AlgorithmsGenetic VariationHumansPredictive Learning ModelsLDLR protein, humanReceptors, LDLACMG/AMPClinVarfamilial hypercholesterolemiaLDLRmachine learningvariants of uncertain significance

Identifiers

PMID42792950
PMCPMC13606661

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.