OncoKind

The Empathy Filter: Why We Choose Our Words Carefully

When a family member is diagnosed with cancer, the words you encounter matter enormously. We designed the Empathy Filter - a set of principles and technical guardrails - to make sure every word OncoKind outputs supports you rather than frightens you.

What the Empathy Filter blocks

Survival statistics

Survival statistics and prognosis percentages (these are population averages, not predictions about your loved one)

Fear-based language

Fear-based language ("aggressive," "devastating," "terminal" used without clinical necessity)

Deterministic framing

Deterministic framing ("this means..." / "you will...")

Medical jargon

Medical jargon used without explanation

What the Empathy Filter ensures

Next steps

Every diagnosis explanation ends with a next step, not a dead end

Biomarkers

Biomarker explanations focus on what they mean for treatment options, not what they predict

Preparatory tone

Language is always preparatory: "here's what to ask your doctor" rather than "here's what this means for you"

OncoKind's Empathy Filter is not just a content policy. It is a commitment to every family who comes to us in one of the hardest moments of their lives.

Why this matters

Research consistently shows that how medical information is framed shapes how families cope, communicate with their care team, and make decisions. We take that seriously.

Want to learn more about why this is personal to us? Visit the founder story.