Mahmood Ahmad
Tahir Heart Institute
author@example.com

Protocol: CT.gov Sponsor Enrollment-Gap Repeaters

This protocol isolates missing actual enrollment discipline inside older closed CT.gov records. An enrollment gap is an eligible older closed interventional study with missing actual enrollment. Primary outputs rank named sponsors with at least 100 older studies by enrollment-gap stock and rate, then compare sponsor-class patterns and major outliers.

Outside Notes

Type: protocol
Primary estimand: Enrollment-gap stock among older studies missing actual enrollment
App: CT.gov Sponsor Enrollment-Gap Repeaters dashboard
Code: https://github.com/mahmood726-cyber/ctgov-sponsor-enrollment-gap-repeaters
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.