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Evidence library · Illustrative records only

Proof is a chain,
not a score.

Every conclusion should retain its question, comparator, uncertainty and next falsifying experiment.

Records
03 fictional examples
Patient data
None included

Selected records · 2026

Three ways a signal earns trust.

HB–R01 / State map

Fibrotic transition topology

A fictional multi-tissue map tests whether a conserved state boundary predicts response to perturbation.

Comparator
Held-out state set
Decision
Advance to assay
Confidence
Illustrative 82%
Research example · not validated
HB–R02 / Perturbation

Escape-path screen

A fictional paired perturbation reveals two competing recovery routes and a sharper next experiment.

Replicates
Illustrative n=6
Decision
Revise combination
Research example · not validated
HB–R03 / Translation

Response marker bridge

A fictional marker set connects an experimental state shift with a feasible translational readout.

Modalities
3 linked
Decision
External review
Research example · not validated
Laboratory researcher using a microscope during sample review
Evidence begins with observable work, not dashboard decoration

What travels with every claim.

01

Question + comparator

What was tested, what it was tested against, and why that contrast answers the program question.

02

Uncertainty + failure

Confidence range, missing modality, known confounder and the result that would reverse the decision.

03

Owner + next gate

The accountable reviewer, versioned decision and concrete experiment required before the claim advances.

Independent read

Make the evidence legible to someone who did not build the model.

  1. 01Methods review
  2. 02Biology review
  3. 03Program decision

Methods before metrics

Bring your hardest evidence gap.

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