Evidence map›Paper›PMID 40225731›Full record

ArticleDepression and anxiety2025

Predicting Conversion From Unipolar Depression to Bipolar Disorder and Schizophrenia: A 10-Year Retrospective Cohort Study on 12,182 Inpatients.

Ting Zhu, Ran Kou, Di Mu, Yao Hu, Cui Yuan, Minlan Yuan, Li Luo, Wei Zhang

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Depression and anxiety, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Big data and psychiatry: advances, constraints and future directions.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2026
    Article
  2. Article
  3. Article
  4. 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

8 authors.

Ting ZhuWest China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.ORCID 0000-0001-6273-8148
Ran KouBusiness School, Sichuan University, Chengdu, China.
Di MuWest China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.ORCID 0009-0007-0786-3326
Yao HuWest China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Cui YuanSichuan Provincial Center for Mental Health, The Center of Psychosomatic Medicine of Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China.
Minlan YuanMental Health Center of West China Hospital, Sichuan University, Chengdu, China.
Li LuoBusiness School, Sichuan University, Chengdu, China.
Wei ZhangWest China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.ORCID 0000-0003-3113-9577

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Bipolar DisorderDepressive DisorderSchizophreniaAdultAntipsychotic AgentsChinaDisease ProgressionFemaleHumansInpatientsMachine LearningMaleMiddle AgedRetrospective StudiesRisk FactorsYoung AdultAntipsychotic Agentsbipolar disorderdisease conversionmachine learning (ML)risk predictionschizophreniaunipolar depression

Identifiers

PMID40225731
PMCPMC11919011

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.