{"id":37581,"topic":"ai","source":"Cureus","title":"Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study - Cureus","url":"https://www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","url_hash":"b49592c2919009f35a4e1d52a9201ca7ac8a920f","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMijgJBVV95cUxQU1Z6cmVIRTQ1STc3allGaXdTOFN4cnZMcnpFTHEwUDU5aHVrYWRYdGFGakw5VV9oRjdqMlloUTdiV1dCUGZrZFJjbWdwU1k5V3ZDNUVaUmtTSnFfeUF4Q1h3eVlBMTFkVjNib195c1I0REZ1c2tPOTFvdE1YOGNiYkZoV2NOUTFPN1hfd2VORk1kbzd0cVZJaXhYc3lTQThXQ1BTMEM4ZGt4X3JILTFkc2JVSUM0RTdwNnVacm1QOWtWYktQa2pNRlQ1YUpBMGt5UlZFaXhTYnNTQldtS1dkemlzXzdLN25IZHBUdHNaVXFXUWR5YV9RT1VfN3MxZDNxbWlFRlJoZ0JSYUwxcGc?oc=5\" target=\"_blank\">Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Cureus</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-15T04:37:32+00:00","fetched_at":"2026-07-15T17:15:03+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":1671694,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","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":634,"usable_text_length":634,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":634}},"news_item":{"id":37581,"canonical_url":"https://www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","source_url":"https://www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","title":"Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study - Cureus","source_name":"Cureus","author":null,"published_at":"2026-07-15T04:37:32+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMijgJBVV95cUxQU1Z6cmVIRTQ1STc3allGaXdTOFN4cnZMcnpFTHEwUDU5aHVrYWRYdGFGakw5VV9oRjdqMlloUTdiV1dCUGZrZFJjbWdwU1k5V3ZDNUVaUmtTSnFfeUF4Q1h3eVlBMTFkVjNib195c1I0REZ1c2tPOTFvdE1YOGNiYkZoV2NOUTFPN1hfd2VORk1kbzd0cVZJaXhYc3lTQThXQ1BTMEM4ZGt4X3JILTFkc2JVSUM0RTdwNnVacm1QOWtWYktQa2pNRlQ1YUpBMGt5UlZFaXhTYnNTQldtS1dkemlzXzdLN25IZHBUdHNaVXFXUWR5YV9RT1VfN3MxZDNxbWlFRlJoZ0JSYUwxcGc?oc=5\" target=\"_blank\">Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Cureus</font>","full_text":null,"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMijgJBVV95cUxQU1Z6cmVIRTQ1STc3allGaXdTOFN4cnZMcnpFTHEwUDU5aHVrYWRYdGFGakw5VV9oRjdqMlloUTdiV1dCUGZrZFJjbWdwU1k5V3ZDNUVaUmtTSnFfeUF4Q1h3eVlBMTFkVjNib195c1I0REZ1c2tPOTFvdE1YOGNiYkZoV2NOUTFPN1hfd2VORk1kbzd0cVZJaXhYc3lTQThXQ1BTMEM4ZGt4X3JILTFkc2JVSUM0RTdwNnVacm1QOWtWYktQa2pNRlQ1YUpBMGt5UlZFaXhTYnNTQldtS1dkemlzXzdLN25IZHBUdHNaVXFXUWR5YV9RT1VfN3MxZDNxbWlFRlJoZ0JSYUwxcGc?oc=5\" target=\"_blank\">Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Cureus</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.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","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":634,"usable_text_length":634,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":634}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study - Cureus","url":"https://www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","summary":"<a href=\"https://news.google.com/rss/articles/CBMijgJBVV95cUxQU1Z6cmVIRTQ1STc3allGaXdTOFN4cnZMcnpFTHEwUDU5aHVrYWRYdGFGakw5VV9oRjdqMlloUTdiV1dCUGZrZFJjbWdwU1k5V3ZDNUVaUmtTSnFfeUF4Q1h3eVlBMTFkVjNib195c1I0REZ1c2tPOTFvdE1YOGNiYkZoV2NOUTFPN1hfd2VORk1kbzd0cVZJaXhYc3lTQThXQ1BTMEM4ZGt4X3JILTFkc2JVSUM0RTdwNnVacm1QOWtWYktQa2pNRlQ1YUpBMGt5UlZFaXhTYnNTQldtS1dkemlzXzdLN25IZHBUdHNaVXFXUWR5YV9RT1VfN3MxZDNxbWlFRlJoZ0JSYUwxcGc?oc=5\" target=\"_blank\">Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Cureus</font>","source":"Cureus","date":"2026-07-15T04:37:32+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","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":634,"usable_text_length":634,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":634}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/37581","export_markdown":"/api/items/37581/export?format=markdown","export_json":"/api/items/37581/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study"},"formats":{"full":{"id":37581,"title":"Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study - Cureus","url":"https://www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","source":"Cureus","author":null,"published_at":"2026-07-15T04:37:32+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMijgJBVV95cUxQU1Z6cmVIRTQ1STc3allGaXdTOFN4cnZMcnpFTHEwUDU5aHVrYWRYdGFGakw5VV9oRjdqMlloUTdiV1dCUGZrZFJjbWdwU1k5V3ZDNUVaUmtTSnFfeUF4Q1h3eVlBMTFkVjNib195c1I0REZ1c2tPOTFvdE1YOGNiYkZoV2NOUTFPN1hfd2VORk1kbzd0cVZJaXhYc3lTQThXQ1BTMEM4ZGt4X3JILTFkc2JVSUM0RTdwNnVacm1QOWtWYktQa2pNRlQ1YUpBMGt5UlZFaXhTYnNTQldtS1dkemlzXzdLN25IZHBUdHNaVXFXUWR5YV9RT1VfN3MxZDNxbWlFRlJoZ0JSYUwxcGc?oc=5\" target=\"_blank\">Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Cureus</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.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","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":634,"usable_text_length":634,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":634}}},"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":634,"usable_text_length":634,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":634}},"actions":{"read":"/item/37581","export_markdown":"/api/items/37581/export?format=markdown","export_json":"/api/items/37581/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study"}},"digest":{"id":37581,"title":"Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study - Cureus","url":"https://www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","source":"Cureus","topic":"ai","published_at":"2026-07-15T04:37:32+00:00","excerpt":"<a…","quality_bucket":"low","quality_reason":"Low confidence: extractor returned no usable article text.","reading_time_min":1,"cluster_id":1671694},"card":{"display_title":"Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study - Cureus","subtitle":"Cureus · 2026-07-15","summary":"<a…","badges":["quality:low","issue:extractor_empty"],"links":{"read":"/item/37581","original":"https://www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","diagnose":"/api/diagnose?url=https%3A//www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study"},"quality_warning":"Low confidence: extractor returned no usable article text."},"export":{"title":"Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study - Cureus","url":"https://www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","summary":"<a href=\"https://news.google.com/rss/articles/CBMijgJBVV95cUxQU1Z6cmVIRTQ1STc3allGaXdTOFN4cnZMcnpFTHEwUDU5aHVrYWRYdGFGakw5VV9oRjdqMlloUTdiV1dCUGZrZFJjbWdwU1k5V3ZDNUVaUmtTSnFfeUF4Q1h3eVlBMTFkVjNib195c1I0REZ1c2tPOTFvdE1YOGNiYkZoV2NOUTFPN1hfd2VORk1kbzd0cVZJaXhYc3lTQThXQ1BTMEM4ZGt4X3JILTFkc2JVSUM0RTdwNnVacm1QOWtWYktQa2pNRlQ1YUpBMGt5UlZFaXhTYnNTQldtS1dkemlzXzdLN25IZHBUdHNaVXFXUWR5YV9RT1VfN3MxZDNxbWlFRlJoZ0JSYUwxcGc?oc=5\" target=\"_blank\">Artificial Intelligence-Augmented Standardized Patient Models for AETCOM (Attitude, Ethics, and Communication) Competency Evaluation: A Pilot Study</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Cureus</font>","source":"Cureus","date":"2026-07-15T04:37:32+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//www.cureus.com/articles/499141-artificial-intelligence-augmented-standardized-patient-models-for-aetcom-attitude-ethics-and-communication-competency-evaluation-a-pilot-study","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":634,"usable_text_length":634,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":634}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}