{"id":46314,"topic":"ai","source":"The Clinical Trial Vanguard","title":"WCG Report: 92% of Clinical Trial Organizations Plan AI Investment Within Two Years - The Clinical Trial Vanguard","url":"https://www.clinicaltrialvanguard.com/news/wcg-report-92-of-clinical-trial-organizations-plan-ai-investment-within-two-years/","url_hash":"e7b0122d4604d74ba17332eef404b410039ff159","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiwwFBVV95cUxPT3k5UXNtSFBOUDNJT2NzeDlIY2wta3VtYmZfYk1nZzVVc2hqbTY1NWdObldTak11dzdNVmtWLWFTNS1XMDc2c2hydUQ2NXd0SllPeVlfYlJva0U4X0E4cURCQlJYWDFqMEFiWEI1MVdqdjJxbzl0ZUNUUmlnZmJiTkJwQks3Sm16ajhOZXRXSGdXRDhDS3Ytb1Bkc244TVREanRDV05IWEpaTVBEa2VPWmtHdURBR0JWSGs5XzM1MHpFTm8?oc=5\" target=\"_blank\">WCG Report: 92% of Clinical Trial Organizations Plan AI Investment Within Two Years</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">The Clinical Trial Vanguard</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-26T06:50:52+00:00","fetched_at":"2026-07-26T07:15:05+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.clinicaltrialvanguard.com/news/wcg-report-92-of-clinical-trial-organizations-plan-ai-investment-within-two-years/","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":491,"usable_text_length":491,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":491}},"news_item":{"id":46314,"canonical_url":"https://www.clinicaltrialvanguard.com/news/wcg-report-92-of-clinical-trial-organizations-plan-ai-investment-within-two-years/","source_url":"https://www.clinicaltrialvanguard.com/news/wcg-report-92-of-clinical-trial-organizations-plan-ai-investment-within-two-years/","title":"WCG Report: 92% of Clinical Trial Organizations Plan AI Investment Within Two Years - 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