Evidence map›Paper›PMID 32466139›Full record

ArticleBrain sciences2020

Logistic Regression Algorithm Differentiates Gulf War Illness (GWI) Functional Magnetic Resonance Imaging (fMRI) Data from a Sedentary Control.

Destie Provenzano, Stuart D Washington, Yuan J Rao, Murray Loew, James N Baraniuk

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Brain sciences, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. 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

5 authors.

Destie ProvenzanoGeorgetown University Medical Center, Washington, DC 20007, USA.
Stuart D WashingtonGeorgetown University Medical Center, Washington, DC 20007, USA.
Yuan J RaoDivision of Radiation Oncology, The George Washington University School of Medicine and Health Sciences, Washington, DC 20052, USA.
Murray LoewDepartment of Biomedical Engineering, The George Washington University School of Engineering and Applied Science, Washington, DC 20052, USA.
James N BaraniukGeorgetown University Medical Center, Washington, DC 20007, USA.

Funding

miRNA in cerebrospinal fluid in CFSR21NS088138 · NINDS · GEORGETOWN UNIVERSITY · PI BARANIUK, JAMES N · 2014 to 2015
$428k
Dean Clarke Bridge Prize Dean Clarke Bridge PrizeDepartment of Defense Congressionally Directed Medical Research Program (CDMRP) W81XWH-15-1-0679 and W81-XWH-09-1-0526Dr. Barbara Cottone Dr. Barbara CottoneNINDS NIH HHS R21NS088138 and RO1NS085131The Sergeant Sullivan Circle The Sergeant Sullivan Circle
6 · The paper itself

Abstract

Gulf War Illness (GWI) is a debilitating condition characterized by dysfunction of cognition, pain, fatigue, sleep, and diverse somatic symptoms with no known underlying pathology. As such, uncovering objective biomarkers such as differential regions of activity within a Functional Magnetic Resonance Imaging (fMRI) scan is important to enhance validity of the criteria for diagnosis. Symptoms are exacerbated by mild activity, and exertional exhaustion is a key complaint amongst sufferers. We modeled this exertional exhaustion by having GWI (

Indexed as

Functional Magnetic Resonance Imaging (fMRI)Gulf War Illness (GWI)logistic regressionmachine learning

Identifiers

PMID32466139
PMCPMC7287630

What OpenQuestion 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 OpenQuestion graph.