P5 Mental Health Platform: A Digital Solution to Monitor Anxiety and Depression Symptoms in the General Portuguese Population.

In contrast, the shift from Year 3 to Year 4 demonstrated a slight but significant reduction in depressive symptoms (b = −0.232, SE = 0.045, Wald = 26.59, p < 0.001), suggesting a possible trend toward symptom improvement.

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Monitoring Depressive Symptoms: Longitudinal Patterns from the ‘P5 Mental Health’ Platform When examining depressive symptoms over time, PHQ-9 scores showed an increasing trend from September 2020 to mid-2022, followed by a period of relative stability and a slight decline in 2024 (see Figure 4 ).

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