An Exploratory Study on the Prediction of Recurrence Risk of Bipolarity Using Sentiment Analysis Technology Based on Multi-modal Feature Fusion

This study is exploring observational follow-up for people with bipolarity. Participants may complete study visits, assessments, or follow-up activities defined by the research team. Direct benefit is not guaranteed. The detailed objective is not always clearly listed in the public registry; the study team can confirm.

The study type is not clearly categorized in the public registry. Focus on the objective, required tasks, visits, any intervention, and eligibility criteria, then ask the study team to confirm.

This study may concern people with bipolarity; age range: From 18 Years to 64 Years. The criteria appear fairly specific, but you should not assume you are eligible. The study team must confirm diagnosis, age, exclusions, available locations, and next steps.

The public registry does not clearly describe all participation steps. The listed study locations suggest that at least part of participation may involve a physical site. Ask whether some steps can be done remotely.

The public registry does not make the main risk category clear. Ask the study team what activities are required, what could feel uncomfortable, how safety is monitored, and what happens if you want to stop. For any mental health study, also ask who to contact if you feel worse, whether participation may affect current treatment, whether you can stop, and who confirms eligibility.

The listed study locations suggest that at least part of participation may involve a physical site. Ask which sites are open, how many visits are expected, whether any steps can be done remotely, and whether travel costs or compensation are listed.

This study is sponsored by Shanghai Mental Health Center, which appears to be a hospital or academic medical center. If available, it can be useful to check the sponsor website, collaborators, investigator affiliation, and the official registry before deciding. HopeStage does not judge the quality of a sponsor or researcher, but helps you identify what to verify.

The registry indicates that this study is currently recruiting. This does not mean you are eligible: the study team must confirm the criteria, available locations, and next steps.