Mahmood Ahmad
Tahir Heart Institute
author@example.com

Protocol: CT.gov Condition Ghost Watchlist

This protocol re-reads the wave-nine condition watchlist with excess ghost-protocol stock as the primary target rather than adjusted no-results stock alone. Primary outputs compare excess ghost stock, raw ghost counts, black-box stock, and black-box rates across condition families. The aim is to isolate therapeutic portfolios that remain deeply ghosted above expectation. Condition families are keyword-derived registry groupings and should be read as broad therapeutic portfolios rather than formal disease ontologies.

Outside Notes

Type: protocol
Primary estimand: Excess ghost-protocol stock across condition families
App: CT.gov Condition Ghost Watchlist dashboard
Code: https://github.com/mahmood726-cyber/ctgov-condition-ghost-watchlist
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.