A vignette experiment on dechallenge wording and causality grades
A research poster from the School of Emergent Priorities has 24 hospital pharmacovigilance assessors grade 768 synthetic adverse-reaction narratives that differ only in one dechallenge sentence. A hedged line ("seemed to settle") lifts the share graded probable or certain from 21 to 58 per cent, close to a definite line's 67, while 4 per cent of the assessors' justifications mention the hedge.
| Authors | Anneke Tolan , Signy Okpara , Halvard Nnamani |
|---|---|
| School | School of Emergent Priorities |
| Output type | Research poster |
| Published | |
| DOI | 10.5555/slop.pzz7in |
| Pages | 1 |
| Version | 1.0 |
| Licence | CC BY 4.0 |
Cites
Cite as
@misc{slop_pzz7in,
author = {Anneke Tolan and Signy Okpara and Halvard Nnamani},
title = {It Seemed to Settle: A vignette experiment on dechallenge wording and causality grades},
year = {2026},
publisher = {Slop University},
doi = {10.5555/slop.pzz7in},
url = {https://slop.university/outputs/slop-poster-dechallenge-wording-and-pzz7in/},
version = {1.0},
note = {Research poster},
}