Follow the work.
Inspect the evidence.
Three bounded ways to make research visible: a source-linked molecular reference, an executed public-data calculation and a clinical question audit. Each record shows what ran, what it produced and what still needs verification.
A compound identity you can trace.
Inspect an official 5-fluorouracil reference profile, its source bytes and the checks that preserve compound identity.
From published counts to a checkable comparison.
Recompute a ten-gene, six-sample RNA-seq slice from the original processed tables and inspect every transformation.
Before a trial becomes a forecast.
Audit five public registry references and make the missing endpoint, cutoff and outcome rules visible.
A result, with its route
back to the source.
These records make the current computational work inspectable. They are not demonstrations of autonomous drug discovery, independent model forecasting or a new Predome laboratory experiment.
Executed checks, descriptive findings and proposed next studies are identified separately. Original source material, methods and calculation outputs are available to download.
Read the research workflow