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Absolute Risk Translator

Turn a scary relative-risk headline into the actual absolute risk, before and after.

How it works

Deterministic risk math (compute.ts) OVER a corpus-grounded framing. Give it a baseline rate + a relative multiplier ('doubles' = 2), and code computes the absolute risk before/after, the absolute change in percentage points and extra cases, and number-needed-to-harm — the LLM never touches a number, it only writes an evidence-first plain-language framing grounded in the pregnancy corpus (Expecting Better's absolute-over-relative discipline). For The Family Almanac's pregnancy guide.

You bring

{ outcome, claim?, baseline_count, baseline_per, relative_multiplier, cluster?, model? }

You get

{ baseline, adjusted, absolute_change_pp, change_per_baseline, number_needed, framing, worth_worrying, grounded_in, provenance }

Use it for

Run it on your data

Call it on your own inputs — over the API, or hand it to your AI agent via MCP. Discovery is open; running it is metered.

REST  POST /api/bicycle/absolute-risk-translator
MCP   translate_absolute_risk

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