ArticleNPP - digital psychiatry and neuroscience2025
Automated speech and language markers of longitudinal changes in psychosis symptoms.
Article in NPP - digital psychiatry and neuroscience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Speech-based computational approaches for classification and symptom monitoring in schizophrenia spectrum disorders: a systematic review and meta-analysis.BMC psychiatry · 2026Pooled it
- Mobile Technology for Real-Life Assessment of Positive and Negative Symptoms as well as Stress Among Individuals With Early Psychosis: A Scoping Review.Early intervention in psychiatry · 2026Article
- Sex-specific clinical profiles and long-term outcomes in adolescents and young people at clinical high risk for psychosis: Findings from the PARMS program.European child & adolescent psychiatry · 2026Article
- Interventions in schizophrenia should be transdiagnostic, biologically informed, individualized, and disease modifying.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2026Article
- Automated Speech-Based Modeling of Item-Level Symptom Severity in Schizophrenia.JAMA network open · 2026Article
- Unique signatures in verbal fluency task performance in schizophrenia and depression.Schizophrenia research. Cognition · 2026Article
- Speech under stress: Affective and cognitive reactivity in schizophrenia and their functional correlates.Schizophrenia research. Cognition · 2026Review
- AI-enabled passive digital phenotyping of experiential negative symptoms in schizophrenia-spectrum disorders: a narrative review on the path from sensing to clinical endpoints.Frontiers in psychiatry · 2026Review
- Syntactic network analysis in first-episode psychosis: toward generalizability.Schizophrenia (Heidelberg, Germany) · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
Abstract
We sought to evaluate the ability of automated speech and language features to longitudinally track fluctuations in the major psychosis domains:
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.