Evidence map›Paper›PMID 41095717›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Assessing REM Sleep as a Biomarker for Depression Using Consumer Wearables.

Roland Stretea, Zaki Milhem, Vadim Fîntînari, Cătălina Angela Crișan, Alexandru Stan, Dumitru Petreuș, Ioana Valentina Micluția

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. 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

7 authors.

Roland StreteaDepartment of Neurosciences, Psychiatry and Pediatric Psychiatry, Faculty of Medicine, Iuliu Hațieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.ORCID 0000-0002-9433-3118
Zaki MilhemDepartment of Neurosciences, Psychiatry and Pediatric Psychiatry, Faculty of Medicine, Iuliu Hațieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.ORCID 0000-0003-1898-3685
Vadim FîntînariWakez Health Tech Ecosystem SRL, 400686 Cluj-Napoca, Romania.
Cătălina Angela CrișanDepartment of Neurosciences, Psychiatry and Pediatric Psychiatry, Faculty of Medicine, Iuliu Hațieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.ORCID 0009-0002-4419-7143
Alexandru StanClinical Emergency Hospital for Children, 400370 Cluj-Napoca, Romania.ORCID 0000-0001-7976-2363
Dumitru PetreușWakez Health Tech Ecosystem SRL, 400686 Cluj-Napoca, Romania.
Ioana Valentina MicluțiaDepartment of Neurosciences, Psychiatry and Pediatric Psychiatry, Faculty of Medicine, Iuliu Hațieganu University of Medicine and Pharmacy, 400012 Cluj-Napoca, Romania.ORCID 0000-0003-2478-0876

Funding

North-West Regional Development Agency of Romania SMIS 308944
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

apple watchdepressiondigital biomarkermachine learningREM sleep

Identifiers

PMID41095717
PMCPMC12523841

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.