{"id":45202,"topic":"ai","source":"MobiHealthNews","title":"Many medical AI developers in Asia, UK lack regulation awareness: study - MobiHealthNews","url":"https://www.mobihealthnews.com/news/asia/many-medical-ai-developers-asia-uk-lack-regulation-awareness-study","url_hash":"f3acc74028f96dd646a876d3f8c98531a76036ab","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiqwFBVV95cUxNREpEMnFia0h1ZktESmJPZzM1cnhFV1hOWFNYSjhUVGk0cEl0LXFMYlJNZGh3YlVWTzhFWTlVeFJ3V21FM1QzcVRwbDkyejFaOHJ1d1QwN1E3bzN1U1h4cm8tOUlSS2t6Zjg3eVFpeXA1N0lqSGVRZ3lVejFmZnBKYUhZOWZLMWRkQmFvdVZiVlZNYUFkNTVmSmwxQ0s2cElTWm1YYUZicjRLaXc?oc=5\" target=\"_blank\">Many medical AI developers in Asia, UK lack regulation awareness: study</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">MobiHealthNews</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-24T10:00:22+00:00","fetched_at":"2026-07-24T10:15:05+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://www.mobihealthnews.com/news/asia/many-medical-ai-developers-asia-uk-lack-regulation-awareness-study","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":434,"usable_text_length":434,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":434}},"news_item":{"id":45202,"canonical_url":"https://www.mobihealthnews.com/news/asia/many-medical-ai-developers-asia-uk-lack-regulation-awareness-study","source_url":"https://www.mobihealthnews.com/news/asia/many-medical-ai-developers-asia-uk-lack-regulation-awareness-study","title":"Many medical AI developers in Asia, UK lack regulation awareness: study - 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