{"id":47141,"topic":"ai","source":"MedCity News","title":"AI Readiness Starts with Solving Healthcare’s Data Fragmentation Problem - MedCity News","url":"https://medcitynews.com/2026/07/ai-readiness-starts-with-solving-healthcares-data-fragmentation-problem/","url_hash":"e0736570f5080a64264d163e9e5330d7c988720a","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMipwFBVV95cUxNR1hfd0pGQUtPLTlFQmJJeThWS1UweUxUaVNVOTV0LTA5el8xRm9CMFk5QTJ1OV9GLVF3M2JIckowY2xYV2Z3ajBNeWhUZHgzRDNnRVJFcWpEVlhpb3d6dnp1VXJIbXIySlpzaXNzNmIzbkx0cHBsb1VUNVhZX0FaXzJwck8zQ1VYN1l1LVNhS2hoWW95WXUxZ19TZTA4UDB6WG4xTDRXOA?oc=5\" target=\"_blank\">AI Readiness Starts with Solving Healthcare’s Data Fragmentation Problem</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">MedCity News</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-27T11:37:30+00:00","fetched_at":"2026-07-27T12:15:05+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://medcitynews.com/2026/07/ai-readiness-starts-with-solving-healthcares-data-fragmentation-problem/","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":428,"usable_text_length":428,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":428}},"news_item":{"id":47141,"canonical_url":"https://medcitynews.com/2026/07/ai-readiness-starts-with-solving-healthcares-data-fragmentation-problem/","source_url":"https://medcitynews.com/2026/07/ai-readiness-starts-with-solving-healthcares-data-fragmentation-problem/","title":"AI Readiness Starts with Solving Healthcare’s Data Fragmentation Problem - 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