{"id":44651,"topic":"ai","source":"Cardiovascular Business","title":"AI-powered CCTA plaque analysis advances personalized preventive cardiology - Cardiovascular Business","url":"https://cardiovascularbusiness.com/topics/professional-associations/cardiology-associations/scct/ai-powered-ccta-plaque-analysis-advances-personalized-preventive-cardiology","url_hash":"7c14be2d5ddb5895ab173d3b19c9cbb5c4a27f55","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiggJBVV95cUxPOWxlNjdqUDFDbVlKdHJwZ01SRTRaTzlsS1JPZlVlMHR3aC1JRGlTS0d1aVN1dXQ2RjBRYjkwTlpac3hVLTQyOWc1RW5BRGwyTTFQNjNLODg2T01RanJkQzVPOHZSMWs0VExiRnhFWGh4aTFVNmFwdHBsQjZqbm9hODYxZUt5cnhfZ2hVY0pqek83Vlh2MEVDbUdpeFFQaUN3QmJuSkd5RUJZeVVlbDd5d3JYYXhwQU1pSTZwNkwwUEtXOWl5ODJlS2hWQ3hpT0VrZ043MEc5Tm9sVFVJR2kzRnl4bWMtSW9JQlFmY001TkxkUkVDY18tSWg3bS13Q0tiU2c?oc=5\" target=\"_blank\">AI-powered CCTA plaque analysis advances personalized preventive cardiology</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Cardiovascular Business</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-23T16:19:46+00:00","fetched_at":"2026-07-23T17:15:05+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"http_403","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://cardiovascularbusiness.com/topics/professional-associations/cardiology-associations/scct/ai-powered-ccta-plaque-analysis-advances-personalized-preventive-cardiology","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"failed","confidence":0.0,"failure_kind":"http","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: HTTP extraction failure (http_403).","operator_guidance":{"severity":"action_required","recommended_action":"manual_review","next_step":"Open diagnostics and review the original source manually before use.","operator_label":"Manual review","can_retry":false,"can_use_summary":false,"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":563,"usable_text_length":563,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":563}},"news_item":{"id":44651,"canonical_url":"https://cardiovascularbusiness.com/topics/professional-associations/cardiology-associations/scct/ai-powered-ccta-plaque-analysis-advances-personalized-preventive-cardiology","source_url":"https://cardiovascularbusiness.com/topics/professional-associations/cardiology-associations/scct/ai-powered-ccta-plaque-analysis-advances-personalized-preventive-cardiology","title":"AI-powered CCTA plaque analysis advances personalized preventive cardiology - 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