{"id":83589,"topic":"ai","source":"Radiology Business","title":"Radiology AI excels in certain real-world healthcare settings more so than others - Radiology Business","url":"https://radiologybusiness.com/topics/artificial-intelligence/radiology-ai-excels-certain-real-world-healthcare-settings-more-so-others","url_hash":"9fa8c6ac5de6296cb7cadc16077282fa03e07afb","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMizwFBVV95cUxNX1VRSjJUY1lwbHIzOE5MaE5KODRSVmVTandwMmlPOTlCNGJRNmJwb191WkdXb1Q0UHNlQ1hMQ2JmenRrejcyNUN3OHBfd3hhR1JCNzRkYURDbEdUV29hS1BtUWVxQ3BuLXgxdk5seDAtSXk2SE00TjNkZnJpaUlZSkswN0lnS2ZWdG4ta3gzci1ESGktbXh2WGJvVmVwYVBud3FVQjdpNlViVldZR0NqUUI2WVBMTDVLSnJscWZua04xeXI1NmRqd2o3QlRvUk0?oc=5\" target=\"_blank\">Radiology AI excels in certain real-world healthcare settings more so than others</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Radiology Business</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-16T06:29:33+00:00","fetched_at":"2026-09-16T08:15:04+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://radiologybusiness.com/topics/artificial-intelligence/radiology-ai-excels-certain-real-world-healthcare-settings-more-so-others","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":496,"usable_text_length":496,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":496}},"news_item":{"id":83589,"canonical_url":"https://radiologybusiness.com/topics/artificial-intelligence/radiology-ai-excels-certain-real-world-healthcare-settings-more-so-others","source_url":"https://radiologybusiness.com/topics/artificial-intelligence/radiology-ai-excels-certain-real-world-healthcare-settings-more-so-others","title":"Radiology AI excels in certain real-world healthcare settings more so than others - Radiology Business","source_name":"Radiology Business","author":null,"published_at":"2026-09-16T06:29:33+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMizwFBVV95cUxNX1VRSjJUY1lwbHIzOE5MaE5KODRSVmVTandwMmlPOTlCNGJRNmJwb191WkdXb1Q0UHNlQ1hMQ2JmenRrejcyNUN3OHBfd3hhR1JCNzRkYURDbEdUV29hS1BtUWVxQ3BuLXgxdk5seDAtSXk2SE00TjNkZnJpaUlZSkswN0lnS2ZWdG4ta3gzci1ESGktbXh2WGJvVmVwYVBud3FVQjdpNlViVldZR0NqUUI2WVBMTDVLSnJscWZua04xeXI1NmRqd2o3QlRvUk0?oc=5\" target=\"_blank\">Radiology AI excels in certain real-world healthcare settings more so than others</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Radiology Business</font>","full_text":null,"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMizwFBVV95cUxNX1VRSjJUY1lwbHIzOE5MaE5KODRSVmVTandwMmlPOTlCNGJRNmJwb191WkdXb1Q0UHNlQ1hMQ2JmenRrejcyNUN3OHBfd3hhR1JCNzRkYURDbEdUV29hS1BtUWVxQ3BuLXgxdk5seDAtSXk2SE00TjNkZnJpaUlZSkswN0lnS2ZWdG4ta3gzci1ESGktbXh2WGJvVmVwYVBud3FVQjdpNlViVldZR0NqUUI2WVBMTDVLSnJscWZua04xeXI1NmRqd2o3QlRvUk0?oc=5\" target=\"_blank\">Radiology AI excels in certain real-world healthcare settings more so than others</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Radiology Business</font>","extraction":{"state":"failed","confidence":0.2,"error":"trafilatura_none","explanation":"Low confidence: extractor returned no usable article text.","diagnostics_url":"/api/diagnose?url=https%3A//radiologybusiness.com/topics/artificial-intelligence/radiology-ai-excels-certain-real-world-healthcare-settings-more-so-others","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":496,"usable_text_length":496,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":496}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Radiology AI excels in certain real-world healthcare settings more so than others - 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