Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:44:21.986893Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 3 inbound Pith citation observations for arXiv:2412.11716.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:44:21.986893Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T19:41:11.091609Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T02:57:38.586575Z
93 of 93 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation df1146d4-08d3-4216-b3b6-c8e8c4a92ca3 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution - The understanding of medical terminology will vary according to the character’s education level
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07a8d6b2-7bea-4ed4-9eb4-6ac29600033d · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d13b2683-5dbd-45a9-8365-b87ed5b193a5 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf7f8d66-4858-43f6-87a0-b177bc679f7d · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution If the information is provided, respond clearly and accurately in accordance with the character’s personality, possibly using medical terminology
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5301730a-e716-4e7f-8cec-517c8d2248de · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution In this case, you should selectively answer or refuse to answer based on the character’s personality
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d22887c-3df1-4706-9231-9428ee8d582a · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Please tell me about your medical condition
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a5eb2748-1847-43b1-9b14-83725557326c · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Different personalities may have different memory abilities
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5c44df7-3a75-47ee-bd11-0d51895bb6b2 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Frontiers in oncology, 10:85
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6855604f-f85b-49a6-ba8c-d6bce9f52cd3 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 033ee49e-3332-4eb6-aea3-d5b8f33765cf · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution CoT-SC(n)
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d43dec5-4dd8-4fa6-9b0d-00d6a98669c2 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution B Initial SP Requirements Here, we provide the overall SP role-playing re- quirements used in our framework shown in Fig- ure 9
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97891b0a-afd6-49fd-9b6d-3323f4621edd · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aa326623-be98-44d3-a3af-9bfc8387f64a · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e84c3c78-92d7-4a25-9006-601bf05ce01c · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b3c9bcf0-aa11-49e0-b29a-aa15c2cd4434 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a43ce391-7173-40b5-b39a-582b52c342db · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d616da13-952b-4121-9788-0c36b5b794ab · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d81c0752-b1ef-45c0-aed2-50ac1d5f9d6e · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd3ed1cf-7473-4eb5-8c7b-b6e99af7e7df · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb310dcc-4ef4-4450-bfb6-049c87052dc4 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Doctor, my stomach hurts so much; can I receive treatment immediately?
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d9c1ad59-9c8d-484a-9b8e-245b7a34b681 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d7b787af-4191-48e9-8692-03b73e17c405 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e6357784-6fa6-42c1-8394-92f96a12b913 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Figure 11: Word Cloud of our used Chinese dataset
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e964e89f-d002-4e58-b31b-bae7baf392d5 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c328fb02-f4f6-4ded-9f29-5d319bac70e7 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fd5c1760-3742-4b91-8579-392942de2055 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 235ce095-bc7e-4316-b49c-c8820ed6b356 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6a0a0cd7-f60a-408c-9e56-84e2fc6b6e6b · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cedd1ca9-aea5-4753-b835-47dc86f1eeb0 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4eb3c93a-7b2d-4a20-8069-f1bd7d7241f6 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f06570c1-8f11-4e42-9cb8-b66aa59080d5 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 222969ce-4de9-4a29-805c-8a4a05d734f6 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation be9d6088-444c-4b75-b7a0-f0fdd6c49e75 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2a58a998-332b-4d5e-a234-a68f96a82732 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 17c247e2-ec92-4408-80ce-8cdbdfad7f87 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution How have you been feeling recently?
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 17b722e3-b11b-4980-9b93-eb29585370e7 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation efee3d56-485a-45ef-9195-2cb58ea64e06 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 26ee6758-9f87-41d7-8e4e-b12e587458de · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 843840b5-817e-45ee-b42f-a33bd30f58d8 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7520edb9-15fe-4630-87ea-15dd788d208e · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ab290d4c-5d66-498a-9ad8-1a963b28bd33 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 49fa2d4f-4482-4553-ae76-1bff0584d580 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 996bf2b0-a009-42a7-b955-69ad2a5fece5 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Do you have any pain in your body?
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 411254a0-a9ff-4633-a7d0-1bb2bcad129a · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bdd0791b-4672-4f33-9c9e-3cb3307f58f3 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Do you have a runny nose?
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b83cfa5a-e8c1-4e67-bfdd-f6c801e6677f · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3194d9d6-bc78-4d72-9bd8-2b4f23f4cfd3 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7ee54795-b505-4260-ae8d-da472ccdf915 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 94950269-1d91-4bd0-a8f6-7da4c588d385 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a012aea0-b12c-40de-a9a8-a25e4fb0c4d0 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2200e7e6-7ff8-48ad-b311-ee1ade58c995 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c43beba2-534d-43a9-9631-c35c8bd26ad3 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9eb852d7-8239-4eca-a93b-1ea2466f8c9e · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 56fd6ddb-d012-4ca3-9da6-41e1a9b3534e · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 875ffeb1-d2df-4060-bb9b-8b6d19193bf0 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7338014d-98af-4040-bf60-db02debfe52b · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ebdb88fd-d7da-4f0b-b42d-da5a36ffc3f2 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 84042834-bb57-495c-825b-fa65a23bd640 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 59c3fb6d-f6d4-4f38-bc17-fd9d8afb1c5b · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2b2e7210-b8da-402c-bc87-92c930cf6220 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation eedf08ec-a901-4555-af4f-bfe6f23d4b4b · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 30793e22-9fdd-4c85-b211-1233d23b2e9e · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution List of Some Cheat Questions
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 126e5363-1a5a-4608-b12e-bb3de94fb446 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5a113f03-f943-4d30-b26b-aaa1d6322517 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9ded3876-ba82-4775-84ea-d83d775612a9 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0e94c9b5-8eba-49ca-a57f-b2697631ad05 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 718a9f2f-3fd6-488c-94a1-182b302f30f0 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9e95aef2-afbb-4338-8605-309a399e976e · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a3e6d49d-e731-41c3-90f3-ed475b0e0561 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 71e7e0fd-b939-4127-a3b6-aecf7fb42764 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fbdde857-1428-4830-8e34-b05bf6c297a1 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ed547307-fa2e-4ded-8adc-805a38304158 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b0946d43-4596-4468-af91-81b94b2402ed · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 71074935-1ecc-41fd-af78-1fe7a3cabaa9 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2c0e26bb-4ee6-456b-848a-8cf45e37ea2a · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 597c5bcd-83c3-4fdc-8b3f-6473e6937b42 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 870fa569-7064-4691-bff6-56e6820c0222 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d547dee6-1246-4fc3-a139-cdd91d89d9c0 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1e5523ef-732d-472e-a890-adcda82df27f · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 11c20f32-183a-4c43-9703-980a705dbde8 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution This is very important, so please provide a detailed response
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation af79a70f-f282-4ee9-9b98-09a384c6f2b8 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution - The response should not provide too many results all at once
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6570ff30-dce1-41eb-a028-4e4c7e879943 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ce769dc4-dc5a-4acd-9d66-0d1dc67033fc · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution DDP+5-FU chemotherapy for 2 courses,
Reference 90
Source-reported events for the cited work
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Observation 3953530d-f989-4293-924d-ff3cbd7648b3 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6b534da4-2755-415c-98a2-3cddae0855a0 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e58323af-dd68-4281-a6ab-13bb0ac34cd5 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work
Reference 94
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 91e007eb-42fc-40c6-a3a1-13da4f45b5a0 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 2006
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 473563e7-d10a-437b-a3f5-669ff06ff0b7 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Reference 2016
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Unavailable: canonical work link unavailable.
Observation a69588a9-4625-4bc8-9879-139f00f7462f · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution In Proceedings of the 2019 CHI conference on human factors in computing systems, pages 1–13
Reference 2019
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Unavailable: canonical work link unavailable.
Observation d9a327d7-1f87-44bd-a02d-c32d972d996b · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Deborah L Feltz, Lori Ploutz-Snyder, Brian Winn, Nor- bert L Kerr, James M Pivarnik, Alison Ede, Christo- pher Hill, Stephen Samendinger, and William Jeffery
Reference 2020
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Unavailable: canonical work link unavailable.
Observation 7c7af22b-28b8-43c7-9260-a9c1424d6b41 · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Scaling Large Language Model-based Multi-Agent Collaboration
Reference 2022
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Unavailable: canonical work link unavailable.
Observation 2f7a8ece-f288-470a-9158-eb6e848f990f · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Nature, 623(7987):493–498
Reference 2023
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Unavailable: canonical work link unavailable.
Observation ca538783-42ad-4006-9089-b3ae2e4c3f4e · outbound
LLMs Can Simulate Standardized Patients via Agent Coevolution Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 2024
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Unavailable: canonical work link unavailable.
Observation e59682c6-3b48-4ce3-8252-4b0ed007aafb · inbound
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review LLMs Can Simulate Standardized Patients via Agent Coevolution
Reference 166
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8c0f131c-f739-4fdf-9d22-728136fdf9ea · inbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence LLMs Can Simulate Standardized Patients via Agent Coevolution
Reference 214
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3a30233f-dc47-4ab7-af8c-1e9a6ae38f25 · inbound
Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies LLMs Can Simulate Standardized Patients via Agent Coevolution
Reference 60
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Unavailable: canonical work link unavailable.