Evidence map›Paper›PMID 34314237›Full record

ArticleJournal of endourology2022

Machine Learning Prediction of Kidney Stone Composition Using Electronic Health Record-Derived Features.

Abin Abraham, Nicholas L Kavoussi, Wilson Sui, Cosmin Bejan, John A Capra, Ryan Hsi

Open access · greenAbstract read
In one paragraph

Article in Journal of endourology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
4.4field-weighted citation impact, top 5% of its field
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

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 46 citations in OpenAlex.

  1. Pooled it
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  15. Theranostic roles of machine learning in clinical management of kidney stone disease.Computational and structural biotechnology journal · 2023
    Review
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

6 authors at 3 institutions in 1 country.

Abin AbrahamDepartment of Biological Sciences, Vanderbilt Genetics Institute, and Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA.
Nicholas L KavoussiDepartment of Urology and Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Wilson SuiDepartment of Urology and Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Cosmin BejanDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
John A CapraDepartment of Biological Sciences, Vanderbilt Genetics Institute, and Center for Structural Biology, Vanderbilt University, Nashville, Tennessee, USA.
Ryan HsiDepartment of Urology and Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID 0000-0003-1652-694X
Vanderbilt University Medical Center · USUniversity of California, San Francisco · USVanderbilt University · US

Funding

The Vanderbilt Institute for Clinical and Translational Research (VICTR)UL1TR000445 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BERNARD, GORDON RAPHAEL · 2012 to 2016
$41.4M
MEDICAL SCIENTIST TRAINING PROGRAMT32GM007347 · NIGMS · VANDERBILT UNIVERSITY · PI WILLIAMS, CHRISTOPHER S. · 1985 to 2023
$26.3M
Medical Scientist Training ProgramT32GM152284 · NIGMS · VANDERBILT UNIVERSITY · PI Christopher S. Williams · 2024 to 2026
$4.8M
The Evolution of Gene Regulation and Human DiseaseR35GM127087 · NIGMS · VANDERBILT UNIVERSITY · PI John Anthony Capra · 2018 to 2026
$3.2M
NCATS NIH HHS UL1 TR000445NIGMS NIH HHS R35 GM127087NIGMS NIH HHS T32 GM007347NIGMS NIH HHS T32 GM152284
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Electronic Health RecordsKidney CalculiCalcium OxalateHumansMachine LearningUric AcidCalcium OxalateUric Acid24H urinekidney stonemachine learning

Identifiers

PMID34314237
PMCPMC8861926
OpenAlexW3186315366

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.