{"id":90450,"topic":"ai","source":"studlife.com","title":"Chief Scientific Officer of Microsoft talks AI in healthcare - studlife.com","url":"https://www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","url_hash":"ab22bd3037e1da706e492f839323b197c7ab269e","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiowFBVV95cUxQcmtuZGhlclV0Um1XWnhfYjJjem5pR1VaNXpDeHNLdlRENmx1V1M4OWJKZUlKSmt2VVBXdHVyYkdYVVpmcDBKb0luWmxoeXJaVFdpR0lfQ3lXSUdFU3QtZC1RV0MyT1l6UzJaMHJfZnY1TVRTdzBQMDNfX3YwVE9wTkJ3cXZFdDZLSTVTaEJqdktIMUM5RmtuYUZhbGRqbDdvUEFZ?oc=5\" target=\"_blank\">Chief Scientific Officer of Microsoft talks AI in healthcare</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">studlife.com</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-25T20:22:41+00:00","fetched_at":"2026-09-25T21:15:04+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://www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","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":410,"usable_text_length":410,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":410}},"news_item":{"id":90450,"canonical_url":"https://www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","source_url":"https://www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","title":"Chief Scientific Officer of Microsoft talks AI in healthcare - studlife.com","source_name":"studlife.com","author":null,"published_at":"2026-09-25T20:22:41+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMiowFBVV95cUxQcmtuZGhlclV0Um1XWnhfYjJjem5pR1VaNXpDeHNLdlRENmx1V1M4OWJKZUlKSmt2VVBXdHVyYkdYVVpmcDBKb0luWmxoeXJaVFdpR0lfQ3lXSUdFU3QtZC1RV0MyT1l6UzJaMHJfZnY1TVRTdzBQMDNfX3YwVE9wTkJ3cXZFdDZLSTVTaEJqdktIMUM5RmtuYUZhbGRqbDdvUEFZ?oc=5\" target=\"_blank\">Chief Scientific Officer of Microsoft talks AI in healthcare</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">studlife.com</font>","full_text":null,"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMiowFBVV95cUxQcmtuZGhlclV0Um1XWnhfYjJjem5pR1VaNXpDeHNLdlRENmx1V1M4OWJKZUlKSmt2VVBXdHVyYkdYVVpmcDBKb0luWmxoeXJaVFdpR0lfQ3lXSUdFU3QtZC1RV0MyT1l6UzJaMHJfZnY1TVRTdzBQMDNfX3YwVE9wTkJ3cXZFdDZLSTVTaEJqdktIMUM5RmtuYUZhbGRqbDdvUEFZ?oc=5\" target=\"_blank\">Chief Scientific Officer of Microsoft talks AI in healthcare</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">studlife.com</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//www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","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":410,"usable_text_length":410,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":410}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Chief Scientific Officer of Microsoft talks AI in healthcare - studlife.com","url":"https://www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","summary":"<a href=\"https://news.google.com/rss/articles/CBMiowFBVV95cUxQcmtuZGhlclV0Um1XWnhfYjJjem5pR1VaNXpDeHNLdlRENmx1V1M4OWJKZUlKSmt2VVBXdHVyYkdYVVpmcDBKb0luWmxoeXJaVFdpR0lfQ3lXSUdFU3QtZC1RV0MyT1l6UzJaMHJfZnY1TVRTdzBQMDNfX3YwVE9wTkJ3cXZFdDZLSTVTaEJqdktIMUM5RmtuYUZhbGRqbDdvUEFZ?oc=5\" target=\"_blank\">Chief Scientific Officer of Microsoft talks AI in healthcare</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">studlife.com</font>","source":"studlife.com","date":"2026-09-25T20:22:41+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"quality_reason":"Low confidence: extractor returned no usable article text.","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":410,"usable_text_length":410,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":410}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/90450","export_markdown":"/api/items/90450/export?format=markdown","export_json":"/api/items/90450/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare"},"formats":{"full":{"id":90450,"title":"Chief Scientific Officer of Microsoft talks AI in healthcare - studlife.com","url":"https://www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","source":"studlife.com","author":null,"published_at":"2026-09-25T20:22:41+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMiowFBVV95cUxQcmtuZGhlclV0Um1XWnhfYjJjem5pR1VaNXpDeHNLdlRENmx1V1M4OWJKZUlKSmt2VVBXdHVyYkdYVVpmcDBKb0luWmxoeXJaVFdpR0lfQ3lXSUdFU3QtZC1RV0MyT1l6UzJaMHJfZnY1TVRTdzBQMDNfX3YwVE9wTkJ3cXZFdDZLSTVTaEJqdktIMUM5RmtuYUZhbGRqbDdvUEFZ?oc=5\" target=\"_blank\">Chief Scientific Officer of Microsoft talks AI in healthcare</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">studlife.com</font>","full_text":null,"reading_time_min":1,"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//www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","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":410,"usable_text_length":410,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":410}}},"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":410,"usable_text_length":410,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":410}},"actions":{"read":"/item/90450","export_markdown":"/api/items/90450/export?format=markdown","export_json":"/api/items/90450/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare"}},"digest":{"id":90450,"title":"Chief Scientific Officer of Microsoft talks AI in healthcare - studlife.com","url":"https://www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","source":"studlife.com","topic":"ai","published_at":"2026-09-25T20:22:41+00:00","excerpt":"<a href=\"https://news.google.com/rss/articles/CBMiowFBVV95cUxQcmtuZGhlclV0Um1XWnhfYjJjem5pR1VaNXpDeHNLdlRENmx1V1M4OWJKZUlKSmt2VVBXdHVyYkdYVVpmcDBKb0luWmxoeXJaVFdpR0lfQ3lXSUdFU3QtZC1RV0MyT1l6UzJaMHJfZnY1TVRTdzBQMDNfX3YwVE9wTkJ3cXZFdDZLSTVTaEJqdktIMUM5RmtuYUZhbGRqbDdvUEFZ?oc=5\"…","quality_bucket":"low","quality_reason":"Low confidence: extractor returned no usable article text.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"Chief Scientific Officer of Microsoft talks AI in healthcare - studlife.com","subtitle":"studlife.com · 2026-09-25","summary":"<a…","badges":["quality:low","issue:extractor_empty"],"links":{"read":"/item/90450","original":"https://www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","diagnose":"/api/diagnose?url=https%3A//www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare"},"quality_warning":"Low confidence: extractor returned no usable article text."},"export":{"title":"Chief Scientific Officer of Microsoft talks AI in healthcare - studlife.com","url":"https://www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","summary":"<a href=\"https://news.google.com/rss/articles/CBMiowFBVV95cUxQcmtuZGhlclV0Um1XWnhfYjJjem5pR1VaNXpDeHNLdlRENmx1V1M4OWJKZUlKSmt2VVBXdHVyYkdYVVpmcDBKb0luWmxoeXJaVFdpR0lfQ3lXSUdFU3QtZC1RV0MyT1l6UzJaMHJfZnY1TVRTdzBQMDNfX3YwVE9wTkJ3cXZFdDZLSTVTaEJqdktIMUM5RmtuYUZhbGRqbDdvUEFZ?oc=5\" target=\"_blank\">Chief Scientific Officer of Microsoft talks AI in healthcare</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">studlife.com</font>","source":"studlife.com","date":"2026-09-25T20:22:41+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//www.studlife.com/news/2026/09/25/chief-scientific-officer-of-microsoft-talks-ai-in-healthcare","quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"quality_reason":"Low confidence: extractor returned no usable article text.","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":410,"usable_text_length":410,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":410}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}