Mahmood Ahmad
Tahir Heart Institute
author@example.com

Protocol: CT.gov Condition Description Black-Box

This protocol isolates a strict narrative blackout inside condition-family CT.gov portfolios. A description black-box study is an eligible older closed interventional study with a two-year results gap, no linked publication, no detailed description, and no primary outcome description. Primary outputs rank large condition families by black-box stock and rate using one condition-family label per study.

Outside Notes

Type: protocol
Primary estimand: Description black-box stock among older studies with no results, no linked publication, no detailed description, and no primary outcome description
App: CT.gov Condition Description Black-Box dashboard
Code: https://github.com/mahmood726-cyber/ctgov-condition-description-black-box
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.