Mahmood Ahmad
Tahir Heart Institute
author@example.com

Protocol: CT.gov Condition Overdue Debt

This protocol re-reads therapeutic hiddenness as accumulated overdue years beyond the two-year results mark rather than missing-results counts alone. Primary outputs compare condition-family overdue debt, mean unresolved age, and raw missing-results stock. The aim is to separate broad diffuse backlog from chronic named disease debt. Condition families are keyword-derived registry groupings and should be read as approximate therapeutic portfolios.

Outside Notes

Type: protocol
Primary estimand: Total unresolved years beyond the two-year results mark across CT.gov condition families
App: CT.gov Condition Overdue Debt dashboard
Code: https://github.com/mahmood726-cyber/ctgov-condition-overdue-debt
Date: 2026-03-29
Validation: FULL REGISTRY RUN

References

1. ClinicalTrials.gov API v2. National Library of Medicine. Accessed March 29, 2026.
2. DeVito NJ, Bacon S, Goldacre B. Compliance with legal requirement to report clinical trial results on ClinicalTrials.gov: a cohort study. Lancet. 2020;395(10221):361-369.
3. Zarin DA, Tse T, Williams RJ, Carr S. Trial reporting in ClinicalTrials.gov. N Engl J Med. 2016;375(20):1998-2004.

AI Disclosure

This work represents a compiler-generated evidence micro-publication built from structured registry data and deterministic summary code. AI was used as a constrained coding and drafting assistant for interface generation, packaging, and prose refinement, not as an autonomous author. The analytical choices, interpretation, and final outputs were reviewed by the author, who takes responsibility for the content.