{"id":51225,"topic":"ai","source":"Inside Precision Medicine","title":"Breaking the Wet-Lab Bottleneck in AI-Driven Antibody Discovery - Inside Precision Medicine","url":"https://www.insideprecisionmedicine.com/sponsored/breaking-the-wet-lab-bottleneck-in-ai-driven-antibody-discovery/","url_hash":"a92109651d4aa0e6ec7dacfef86976ad6a5c3057","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMitAFBVV95cUxQLTRlVk5pQlVYSHZiMFVuUjdKck1NcmowbllqS0Q5cEdLakZteXNHU3lOTnhDN1hmQjBGWmp0N0dNNnoxUVB0ZGJsMUNVeEU1SW9ZQWVBb3o0NExvenBjTmNFc2ZYODJHc2h1bUZCMllmMmNzd1dwcW9LelVhSnRjNC1tNlBtSWRPaTJmcjRuYnhGaVcyNU9pS0ZmWWpUVVhUV18tRC1BTXB2R25TN29wV29jZ2Y?oc=5\" target=\"_blank\">Breaking the Wet-Lab Bottleneck in AI-Driven Antibody Discovery</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Inside Precision Medicine</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-08-01T10:30:21+00:00","fetched_at":"2026-08-01T11:15:05+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://www.insideprecisionmedicine.com/sponsored/breaking-the-wet-lab-bottleneck-in-ai-driven-antibody-discovery/","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":449,"usable_text_length":449,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":449}},"news_item":{"id":51225,"canonical_url":"https://www.insideprecisionmedicine.com/sponsored/breaking-the-wet-lab-bottleneck-in-ai-driven-antibody-discovery/","source_url":"https://www.insideprecisionmedicine.com/sponsored/breaking-the-wet-lab-bottleneck-in-ai-driven-antibody-discovery/","title":"Breaking the Wet-Lab Bottleneck in AI-Driven Antibody Discovery - 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