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. 2025 Feb 28;13:e62758. doi: 10.2196/62758

Table 5.

Mapping of the strengths and weaknesses of mental health CAsa for youth by dimension.

Dimensions Strengths Weaknesses
CA characteristic Empathetic and friendly responses Too fast responses without empathy
CA content Useful information or therapeutic content Inaccurate or unclear responses
AIb technique Interactive and engaging conversations Limited or repetitive content and lack of understanding of human input
Input mode Easy to start a conversation Difficulties with terming the queries
Output mode Multimedia output Too much textual information with jargon
Personalization Availability of personalized support Lack of personalized content
Privacy and confidentiality Perceived anonymity or confidentiality Concerns for the privacy of sensitive information
Safety Sense of caring and support via humanlike interaction with CAs Potential for overreliance on CAs over human support and risk of missing imminent risk

aCA: conversational agent.

bAI: artificial intelligence.