Risk Stratification
Multi-factor risk scoring based on content volume, pattern intensity, trend velocity, and established psychological research findings on media effects during key developmental periods.
Review
Not every pattern requires the same level of attention. Our risk modeling evaluates detected signals across multiple dimensions including exposure volume, pattern intensity, and the rate at which certain themes are increasing or decreasing.
These factors are interpreted alongside research on media influence during adolescence. The goal is not to label content as good or bad, but to prioritize which patterns may deserve awareness or conversation first.
What this layer provides:
Risk severity scoring across detected patterns
Trend direction analysis across time
Exposure volume and pattern intensity comparisons
Research informed thresholds based on media effects studies
This layer translates analytical findings into clear priorities for families.
