NMD-VCell Research Workbench Module: Validate / registry · evidence-to-experiment workflow NMD = neuromuscular disorders
Research evidence only 21 observed HepG2 perturbations 0 independent DMD replications Boundary & release
Observed HepG2 perturbations with limited external myogenic context No validated DMD perturbation prediction v1.0.0-database-resource Frozen 25 Jul 2026 Schema 1.1 Model ridge-safe-v2.3 Benchmark repeated-fold-v2.2 Build EA-20260729-20 DOI pending Open evidence boundary →

Evidence stress test

Scorecard template

Freeze one row per estimate before execution so data universe, split, baseline, metric and claim impact cannot drift after results are seen.

01evaluation idevaluation_id
02module idmodule_id
03freeze idfreeze_id
04dataset idsdataset_ids
05eligible universeeligible_universe
06independent unitindependent_unit
07split idsplit_id
08model idmodel_id
09baseline idsbaseline_ids
10metric idmetric_id
11estimateestimate
12interval lowinterval_low
13interval highinterval_high
14multiplicity rulemultiplicity_rule
15result stateresult_state
16claim impactclaim_impact
17artifact uriartifact_uri
18executed atexecuted_at

Use: complete the identifiers and prespecified analysis fields first; estimates, intervals and execution timestamps are filled only after the frozen evaluation runs.