{"id":84678,"topic":"ai","source":"Insilico Medicine","title":"Insilico Medicine Opens AI Longevity Discovery Toolkit to Researchers Worldwide in Cell Cover Study - Insilico Medicine","url":"https://insilico.com/news/cell170926en-ai-longevity-discovery-toolkit","url_hash":"a9d86baa31e68922868274a5a4f32cbcea0adfd8","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMieEFVX3lxTE12RVFKbnZZMlh1ZUUzRi10bjlQWUR4UHdNT3N4R0JxWjdGazkzbWt4MDJmODU2bVBPOEtSTnFZRTFFUWNKVVZtbTAwbUdGWURBcUZWQzMxYnB0c1llUjR1MHJMUm9lT25xbTVYQnkwcFlDd2xlRHBqWg?oc=5\" target=\"_blank\">Insilico Medicine Opens AI Longevity Discovery Toolkit to Researchers Worldwide in Cell Cover Study</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Insilico Medicine</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-17T15:11:13+00:00","fetched_at":"2026-09-17T16:15:05+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://insilico.com/news/cell170926en-ai-longevity-discovery-toolkit","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":396,"usable_text_length":396,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":396}},"news_item":{"id":84678,"canonical_url":"https://insilico.com/news/cell170926en-ai-longevity-discovery-toolkit","source_url":"https://insilico.com/news/cell170926en-ai-longevity-discovery-toolkit","title":"Insilico Medicine Opens AI Longevity Discovery Toolkit to Researchers Worldwide in Cell Cover Study - 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