Latent transition analysis of home-based fluid management during the vulnerable phase in patients with chronic heart failure: impact on symptom burden.

For groups with a clear trend toward deterioration, intensified follow-up guidance, symptom alerts, and psychosocial support are warranted, whereas for improving groups, the focus should be on consolidation and positive reinforcement.

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