SCORING MODEL: VV BRIEF SIGNAL SCORE 1.0
A score for fast-moving editorial signal.
The VV Brief Signal Score is a public-facing score for how strong a brief is as a fast-moving editorial signal. It is not a medical evidence score, treatment recommendation, or certainty score.
What this framework is for
VV Brief Signal Score 1.0 is for explaining why a rapid brief was worth covering now: source proximity, verification, urgency, human relevance, clinical importance, overclaim risk, and follow-up value.
What the score does not mean
It is not a medical evidence score.
It is not a treatment recommendation.
It is not a certainty score or final verdict.
Score bands
85-100: Breakout Brief
70-84: Strong Brief
55-69: Watch Brief
40-54: Context Only
Below 40: Archive
Gates and caps
Overclaim risk subtracts up to 16 points.
Weak source proximity or low verification keeps the score bounded.
A brief can be timely and still require cautious claim language.
What the Score Answers
How important, source-backed, timely, and carefully bounded is this story right now?
Score Dimensions
Source proximity
Verification strength
News cycle urgency
Human/share signal
Clinical/scientific importance
Overclaim risk penalty
Follow-up value
What a High Brief Score Means
It means the story is timely, sourceable, relevant, and worth understanding with the right boundaries. It does not mean a treatment works or that a claim is settled.
VV Brief Signal Score 1.0
Use the Viral Vitalism framework system to make health claims clearer, more contextual, and easier to evaluate.
Viral Vitalism is an educational publication, not medical advice.