← The evidence desk

Research methods · 4 min read

Human evidence and mechanistic plausibility are not the same

Mechanisms can explain why a hypothesis is interesting. Human studies ask whether an outcome was actually observed in people.

01

Different layers answer different questions

Laboratory and animal research can identify pathways, generate hypotheses, and guide future study. Those findings do not automatically establish a human outcome.

Human evidence depends on the population, formulation, route, comparison, duration, and outcome that were actually studied.

02

Avoid automatic translation

A biologically plausible mechanism can fail to translate because exposure, formulation, physiology, or study design differs. A careful reference labels mechanistic and preclinical evidence instead of blending it into human conclusions.

03

Clarity is a design decision

Separating evidence layers in the interface helps readers understand what each source can and cannot support. The distinction should be readable in plain language, not communicated by color alone.

For informational and educational purposes only. This article is not medical advice or clinical decision support.