Lab · Temporal comparison

Temporal comparison workbench

Why must a retrieved reference fit the supplied comparison interval, and why does retrieved information never become patient evidence on its own? Hold the current study fixed, change the earlier examination or the retrieved reference set, and watch each stage decide. Every decision shows its reason. “Unverified” is not “false”: withholding a claim is an omission risk, not proof that a finding is absent.

Interactive demonstration using synthetic examples. No model is trained or consulted; support and compatibility scores are authored fixture labels. The stage structure follows a longitudinal reporting method described in a manuscript shared with the account owner; that manuscript’s results are not shown here and no authorship is claimed. The same logic is implemented and tested in the longitudinal-report-workbench repository.