Evidence mapPaperPMID 39149587Full record

ArticleFrontiers in genetics2024

Applying neural ordinary differential equations for analysis of hormone dynamics in Trier Social Stress Tests.

Christopher Parker, Erik Nelson, Tongli Zhang

Abstract read
In one paragraph

Article in Frontiers in genetics, 2024. 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.

Christopher ParkerDepartment of Pharmacology and Systems Physiology, University of Cincinnati College of Medicine, Cincinnati, OH, United States.
Erik NelsonDepartment of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, United States.
Tongli ZhangDepartment of Pharmacology and Systems Physiology, University of Cincinnati College of Medicine, Cincinnati, OH, United States.

Funding

HPA axis dysregulation and phenomenology of depressionK23MH067705 · UNIVERSITY OF CINCINNATI · 2004 to 2005
$362k
NIMH NIH HHS K23 MH067705
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligence (AI)dynamical systemmachine learning (ML)major depressive disorder (MDD)neural network

Identifiers

PMID39149587
PMCPMC11324453

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.