{"id":82272,"topic":"ai","source":"Nextgov/FCW","title":"VA watchdog uses AI to help compile healthcare facility audits - Nextgov/FCW","url":"https://www.nextgov.com/artificial-intelligence/2026/09/va-watchdog-uses-ai-help-compile-healthcare-facility-audits/415973/","url_hash":"9764531b7c25be8a696c980d26e91e1cc7baf70b","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiwAFBVV95cUxOdkktOWh5ZDRGbUFNWm9KV3dxclRnV21rbmRlUjZrZXBNVVlwUWw1ZTJ4ZEE2XzEwclhhX1RxYWRKS1pKMll2ckFWX0pOTlNBQmR3NVVCdUNmSnlRYnZjYm55eC1FOVBVdV82UVdFUU55bmIzcVBWSEx1dmhLS0RCQkpDZHZJTHVyMTNvWVYtbkxPMjRJTFZodkNneVpJM0xkVy1NTklsc21Zajc3dVBFUXBwVmNscVlvNF9SbDFRdWw?oc=5\" target=\"_blank\">VA watchdog uses AI to help compile healthcare facility audits</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Nextgov/FCW</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-14T19:00:00+00:00","fetched_at":"2026-09-14T20:15:04+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.nextgov.com/artificial-intelligence/2026/09/va-watchdog-uses-ai-help-compile-healthcare-facility-audits/415973/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":450,"usable_text_length":450,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":450}},"news_item":{"id":82272,"canonical_url":"https://www.nextgov.com/artificial-intelligence/2026/09/va-watchdog-uses-ai-help-compile-healthcare-facility-audits/415973/","source_url":"https://www.nextgov.com/artificial-intelligence/2026/09/va-watchdog-uses-ai-help-compile-healthcare-facility-audits/415973/","title":"VA watchdog uses AI to help compile healthcare facility audits - 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