Evidence map›Paper›PMID 42207669›Full record

ArticleJournal of psychopathology and clinical science2026

Humanizing "multimodal" digital phenotyping of serious mental illness.

Alex S Cohen, Michael D Masucci, Ole E Granrud, Kiara K Warren, Aubree T Corporandy, Ashley N Zollicoffer, Gregory P Strauss

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of psychopathology and clinical science, 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

7 authors.

Alex S CohenDepartment of Psychology, Center for Computation & Technology, Louisiana State University.ORCID 0000-0003-4014-6904
Michael D MasucciDepartment of Psychology, Center for Computation & Technology, Louisiana State University.
Ole E GranrudDepartment of Psychology, Center for Computation & Technology, Louisiana State University.ORCID 0000-0002-2962-5288
Kiara K WarrenDepartment of Psychology, Center for Computation & Technology, Louisiana State University.
Aubree T CorporandyDepartment of Psychology, Center for Computation & Technology, Louisiana State University.
Ashley N ZollicofferDepartment of Psychology, Center for Computation & Technology, Louisiana State University.
Gregory P StraussDepartment of Psychology, University of Georgia.

Funding

Modeling Anhedonia in Schizophrenia: A Stochastic Dynamical Systems ApproachR21MH112925 · NIMH · UNIVERSITY OF GEORGIA · PI STRAUSS, GREGORY P · 2017 to 2018
$417k
Mechanisms Underlying Emotion Regulation Abnormalities in Youth at Clinical High-Risk for PsychosisR21MH119438 · NIMH · UNIVERSITY OF GEORGIA · PI STRAUSS, GREGORY P · 2019 to 2020
$415k
NIH HHSNIMH NIH HHS R21 MH112925NIMH NIH HHS R21 MH119438
6 · The paper itself

Abstract

Developing digital technologies for quantifying symptoms of serious mental illness (SMI) has been a focus of research for over 7 decades. Recent efforts have focused on multimodal feature integration, which captures conceptually distinct behavioral domains. We evaluated links between nonverbal digital features and human-rated negative symptoms, with the expectation that their relationship would depend on verbal information (i.e., be moderated by language emotional tone). We believe this better approximates how humans integrate verbal and nonverbal information when making clinical ratings. Mobile video diaries were evaluated for people with SMI, those at clinical high risk for developing SMI, and control groups (

Indexed as

Facial ExpressionMental DisordersAdultDigital HealthDigital MediaFemaleHumansMaleMiddle AgedPhenotypeReproducibility of ResultsVideo RecordingYoung Adult

Identifiers

PMID42207669
PMCPMC13374719

What OpenQuestion holds

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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.