Mahmood Ahmad
Tahir Heart Institute
author@example.com

Protocol: CT.gov Sponsor Primary-Outcome Gap

This protocol isolates primary-outcome text gaps inside named-sponsor CT.gov portfolios. A primary-outcome gap is an eligible older closed interventional study missing the primary outcome description field. Primary outputs rank named sponsors with at least 100 studies by stock and rate and compare sponsor-class patterns.

Outside Notes

Type: protocol
Primary estimand: Primary-outcome-gap stock among older studies missing the primary outcome description field
App: CT.gov Sponsor Primary-Outcome Gap dashboard
Code: https://github.com/mahmood726-cyber/ctgov-sponsor-primary-outcome-gap
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.