Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 78 inbound Pith citation observations for arXiv:2405.02957.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:17:03.451641Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
36
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 53bce604-fc21-4b5a-9f0c-3c1b84dd8643 · inbound
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments cites this paper.
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T13:53:19.573652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 577c9d34-c064-4449-891f-c64af1bd86da · inbound
GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning cites this paper.
GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T01:57:50.394569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 459220ad-3ed7-4853-9ef3-d11ec7df1b93 · inbound
AIGS: Generating Science from AI-Powered Automated Falsification cites this paper.
AIGS: Generating Science from AI-Powered Automated Falsification Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:02:19.237163Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94dc0b4f-794c-410a-880f-710fca8a4d06 · inbound
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge cites this paper.
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T17:08:42.061751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef60995f-4513-40b8-bbc0-4951cb1ec7f5 · inbound
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation cites this paper.
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:42:55.799020Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 513ba6af-2982-46ae-ac93-bdd4bdf78f66 · inbound
PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation cites this paper.
PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T15:49:33.567304Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e579cff1-388f-4f98-b7f3-96c248882681 · inbound
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents cites this paper.
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T22:18:29.282161Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 917d8f99-ba62-4517-9fb2-f932e82ce6fa · inbound
SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot cites this paper.
SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T20:54:11.466096Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc67cbd0-0887-493b-8807-63cf899b1271 · inbound
Towards Agentic Schema Refinement cites this paper.
Towards Agentic Schema Refinement Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T12:49:18.469233Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb04ddfb-d350-4e92-a55d-4c63c2662141 · inbound
How Well Can Modern LLMs Act as Agent Cores in Radiology Environments? cites this paper.
How Well Can Modern LLMs Act as Agent Cores in Radiology Environments? Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T17:03:40.856825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca538783-42ad-4006-9089-b3ae2e4c3f4e · inbound
LLMs Can Simulate Standardized Patients via Agent Coevolution cites this paper.
LLMs Can Simulate Standardized Patients via Agent Coevolution Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:44:21.514136Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84e76d02-048d-4603-87c0-0f5e3906ba1b · inbound
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application cites this paper.
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T05:29:24.455348Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73d3edcb-458f-474c-a85b-de02c274d790 · inbound
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice cites this paper.
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T04:38:44.380521Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8c044e4-170f-4dc0-be91-eb1e5176bfcf · inbound
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs cites this paper.
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T12:36:50.279780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 64c0f2b2-703b-489e-b373-5b21b423ab93 · inbound
ReStory: VLM-augmentation of Social Human-Robot Interaction Datasets cites this paper.
ReStory: VLM-augmentation of Social Human-Robot Interaction Datasets Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T23:14:13.874468Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42eeb578-c6d5-4f6e-b867-3240c1cce749 · inbound
A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support cites this paper.
A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T05:02:42.004875Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 067212fb-e11d-47f6-ac7e-8e1087c66bb3 · inbound
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators cites this paper.
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:03:00.244723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a09cb0e7-5934-4f97-af37-0efb6916c842 · inbound
Do as We Do, Not as You Think: the Conformity of Large Language Models cites this paper.
Do as We Do, Not as You Think: the Conformity of Large Language Models Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T16:16:52.855543Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0358efb6-1c29-43cc-9888-690dad74aa9d · inbound
RTBAgent: A LLM-based Agent System for Real-Time Bidding cites this paper.
RTBAgent: A LLM-based Agent System for Real-Time Bidding Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T17:44:28.415572Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bab30bf-fcf5-4e02-88f2-a17f91252552 · inbound
PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology cites this paper.
PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:16:21.350314Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ddc4489-3a66-46af-a80c-93f51ac882b4 · inbound
Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.
Large Language Model Agent: A Survey on Methodology, Applications and Challenges Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 282
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T21:52:10.332128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2a406ce5-b574-4120-85e5-4bbe5a2fbaaa · inbound
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T02:57:38.203514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3337af91-5a09-4804-b388-2c5c255c140e · inbound
YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models cites this paper.
YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T22:17:03.451641Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38eaf239-0a0f-4317-ac15-8d7cd12878a7 · inbound
SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence cites this paper.
SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T13:11:35.659003Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 68a65cce-d1eb-41c5-908f-a629aa3512ca · inbound
SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator cites this paper.
SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:44:46.050107Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33e9caf4-d15a-420a-b76c-b17211a663f1 · inbound
Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning cites this paper.
Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-19T13:42:19.232125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8f85d202-b94f-48c0-8af9-8d2543b8e050 · inbound
MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems cites this paper.
MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:52:01.716029Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b96ec0d4-ecd2-47a6-9111-fe8233925269 · inbound
AUTOCT: Automating Interpretable Clinical Trial Prediction with LLM Agents cites this paper.
AUTOCT: Automating Interpretable Clinical Trial Prediction with LLM Agents Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:00:58.012578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93e0eab4-d27a-4336-a1e1-b571720cc1bb · inbound
Modeling Earth-Scale Human-Like Societies with One Billion Agents cites this paper.
Modeling Earth-Scale Human-Like Societies with One Billion Agents Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:56:47.359977Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 066c546a-977c-43b3-85c9-8592849d734e · inbound
RAS-Eval: A Comprehensive Benchmark for Security Evaluation of LLM Agents in Real-World Environments cites this paper.
RAS-Eval: A Comprehensive Benchmark for Security Evaluation of LLM Agents in Real-World Environments Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T19:44:09.032468Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5bbd228-08f9-4699-8b6d-ab749bd5f406 · inbound
DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making cites this paper.
DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T20:29:46.127198Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d987c59-9a29-4f34-9b80-b3b7fffe0d20 · inbound
TinyTroupe: An LLM-powered Multiagent Persona Simulation Toolkit cites this paper.
TinyTroupe: An LLM-powered Multiagent Persona Simulation Toolkit Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T04:57:04.504220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0270b383-3f41-4480-9c1e-f54d3493a070 · inbound
TinyTroupe: An LLM-powered Multiagent Persona Simulation Toolkit cites this paper.
TinyTroupe: An LLM-powered Multiagent Persona Simulation Toolkit Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:51:08.005698Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec74e367-75bb-4bba-8cdb-8d9f5079c55e · inbound
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 212
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-14T22:23:15.108871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a96e5105-8852-4770-b591-f616f279d039 · inbound
MapAgent: Trajectory-Constructed Memory-Augmented Planning for Mobile Task Automation cites this paper.
MapAgent: Trajectory-Constructed Memory-Augmented Planning for Mobile Task Automation Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T12:15:15.756233Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34039c2e-76c4-42c9-8362-fa4af5b6dcde · inbound
A Survey on Agent Workflow -- Status and Future cites this paper.
A Survey on Agent Workflow -- Status and Future Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:52:41.916033Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4646654-fa2f-4f46-afe6-2ce62399c97e · inbound
InqEduAgent: Adaptive AI Learning Partners with Gaussian Process Augmentation cites this paper.
InqEduAgent: Adaptive AI Learning Partners with Gaussian Process Augmentation Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:43:01.197889Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7addc73-5c8a-44e7-ac44-dd8f8b35bfbe · inbound
Scaling DRL for Decision Making: A Survey on Data, Network, and Training Budget Strategies cites this paper.
Scaling DRL for Decision Making: A Survey on Data, Network, and Training Budget Strategies Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:39:03.060592Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69e213d2-0dbe-4df6-846c-975ff9e0c792 · inbound
LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios cites this paper.
LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 155
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:04:47.386516Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb6033fd-5d5b-48b3-b809-086fefae5d39 · inbound
Automated Clinical Problem Detection from SOAP Notes using a Collaborative Multi-Agent LLM Architecture cites this paper.
Automated Clinical Problem Detection from SOAP Notes using a Collaborative Multi-Agent LLM Architecture Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:58:48.880927Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d588504-5118-4513-a8ca-2456c35c252e · inbound
Baichuan-M2: Scaling Medical Capability with Large Verifier System cites this paper.
Baichuan-M2: Scaling Medical Capability with Large Verifier System Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T11:50:14.313189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c36b99d4-c06a-4007-8482-9b80e8fb3300 · inbound
Emergent Coordination in Multi-Agent Language Models cites this paper.
Emergent Coordination in Multi-Agent Language Models Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T10:41:16.036839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 478c851f-78ef-45b5-9e66-81fc5064314f · inbound
Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics cites this paper.
Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T10:12:23.769529Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f751fc81-a66f-4fa7-8f16-a766a6380e8e · inbound
InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training cites this paper.
InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T09:22:42.993723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 504ac2af-7652-4fa7-a15b-10e96ce979bf · inbound
Explainable Cross-Disease Reasoning for Cardiovascular Risk Assessment from Low-Dose Computed Tomography cites this paper.
Explainable Cross-Disease Reasoning for Cardiovascular Risk Assessment from Low-Dose Computed Tomography Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T23:17:38.360562Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1a9d5de-f374-42f8-8906-c704147065aa · inbound
OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence cites this paper.
OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T21:00:05.911327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1836479d-99a8-4093-b964-62f5de265a44 · inbound
VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing cites this paper.
VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:26:02.103994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e6351f0f-ab67-415a-ba9d-c14f0cd1d352 · inbound
DecodingTrust-Agent Platform (DTap): A Controllable and Interactive Red-Teaming Platform for AI Agents cites this paper.
DecodingTrust-Agent Platform (DTap): A Controllable and Interactive Red-Teaming Platform for AI Agents Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T18:21:09.221622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0f0d66c8-427a-4b0e-b68e-ba27fa2d3da4 · inbound
Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems cites this paper.
Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:51:24.435368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 394e66c3-5943-4773-a809-37e89dfc9dd6 · inbound
Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems cites this paper.
Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T04:20:58.726527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 36287114-fb3a-4bb1-8bb1-144edcd46900 · inbound
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 72
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T04:20:56.995397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5703a2a9-fb11-4f7c-bd05-85adfda23cd4 · inbound
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 72
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T23:19:14.736302Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1f881616-26c8-4d73-abde-3d4bbfbb4712 · inbound
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 70
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T23:25:07.462594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f22fae1a-0e95-44ce-bcb9-77d699d6756f · inbound
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems cites this paper.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 200
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T03:08:57.958732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0f24d2aa-3ab4-45eb-92db-e4f39526c693 · inbound
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems cites this paper.
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 201
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-19T16:52:39.909868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 97309986-97e9-4ffe-bd8d-f9c34990c7ca · inbound
SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning cites this paper.
SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T15:23:25.193660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bb7dda59-024b-49b6-97c1-350f49b0bf99 · inbound
SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning cites this paper.
SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T19:05:01.017179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 973738c6-e833-4afe-a76f-1171d30bc440 · inbound
EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs cites this paper.
EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T06:43:10.340215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b034ec21-6d64-4e82-a233-b050464ceda3 · inbound
Enhancing LLM Metacognition via Cognitive Pairwise Training cites this paper.
Enhancing LLM Metacognition via Cognitive Pairwise Training Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T19:02:33.924827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2403136f-5412-4d06-b1ad-c99ea0db69c7 · inbound
Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization cites this paper.
Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 25
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T22:56:20.595565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2cad79a5-d18e-4b81-b48f-a6879a3f4eb4 · inbound
Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection cites this paper.
Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 50
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T23:26:22.829223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1b5c8bb9-4eba-40e8-b6ad-95a487f70365 · inbound
The Epi-LLM Framework: probing LLM behavioral priors through epidemiological agent-based models cites this paper.
The Epi-LLM Framework: probing LLM behavioral priors through epidemiological agent-based models Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T01:56:27.275679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 406f3840-2ff7-43ed-b892-e097962d2784 · inbound
ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models cites this paper.
ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 36
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T03:06:30.543392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 307ded96-4734-4756-b561-2949f3b40730 · inbound
MeDxAgent: Multi-Agent Consultation for Interactive Medical Diagnosis cites this paper.
MeDxAgent: Multi-Agent Consultation for Interactive Medical Diagnosis Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T05:56:40.405271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0a78e502-0bfa-4579-8c6c-e8ebc4794845 · inbound
Evaluating Large Language Models in Dynamic Clinical Decision-Making with Standardized Patient Cases cites this paper.
Evaluating Large Language Models in Dynamic Clinical Decision-Making with Standardized Patient Cases Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T07:56:47.197653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fdd3ac02-3708-463e-8957-82adaa52c725 · inbound
Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory cites this paper.
Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T01:17:30.363791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d8614725-ed53-4e6d-8b96-dedc05e9b7c1 · inbound
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 243
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T10:58:02.842974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0940e9be-2304-4982-b8ff-982f80515fce · inbound
LegalWorld: A Life-Cycle Interactive Environment for Legal Agents cites this paper.
LegalWorld: A Life-Cycle Interactive Environment for Legal Agents Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 66
- Resolution
- verified exact
- arxiv_id, observed 2026-06-26T20:59:58.149334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 34d45df9-b857-4748-b98d-57e840b467ac · inbound
From Question Answering to Task Completion: A Survey on Agent System and Harness Design cites this paper.
From Question Answering to Task Completion: A Survey on Agent System and Harness Design Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 207
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T17:08:43.043654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5f1f12e6-ad21-412e-b3e0-7d61e0689dd1 · inbound
MetaPS: Adaptive Programmatic Strategy Selection for Market Agents cites this paper.
MetaPS: Adaptive Programmatic Strategy Selection for Market Agents Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 115
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T08:39:42.718010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aef2dbe2-7c37-41c5-bed7-8092dbabcde4 · inbound
MedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodes cites this paper.
MedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodes Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T09:34:34.374094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5673eaa6-7808-4d08-8028-9316042306d2 · inbound
Mandol: An Agglomerative Agent Memory System for Long-Term Conversations cites this paper.
Mandol: An Agglomerative Agent Memory System for Long-Term Conversations Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T15:15:47.700706Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3bd94ac6-e845-4e7b-bd6e-a298b75109ae · inbound
Policy-Driven CT-Agent: Modeling Phase-Aware Diagnostic Control for Clinically Consistent CT Reasoning cites this paper.
Policy-Driven CT-Agent: Modeling Phase-Aware Diagnostic Control for Clinically Consistent CT Reasoning Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T09:34:35.461742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7a551fd-0372-4fd8-9f21-511ca3e3107d · inbound
The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy cites this paper.
The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 133
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T06:30:16.612345Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c26c2034-5ca7-4c9b-8890-7846b78cb02d · inbound
MedGame: Storytelling Gamification Empowered by Large Language Models for Medical Education cites this paper.
MedGame: Storytelling Gamification Empowered by Large Language Models for Medical Education Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:06:07.946172Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30ec0053-f1b8-44e2-a99b-9f52111f2d11 · inbound
Agentic AI in medicine: architectures, applications, evaluation, and challenges for clinical translation cites this paper.
Agentic AI in medicine: architectures, applications, evaluation, and challenges for clinical translation Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T02:19:04.285413Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5faf0704-0aeb-4dbd-aa99-c1c0ff7f468a · inbound
CoPlan: A Trustworthy Co-Intelligence Interface for Care Planning through Role-Based Contestable Argument Graphs cites this paper.
CoPlan: A Trustworthy Co-Intelligence Interface for Care Planning through Role-Based Contestable Argument Graphs Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:09:53.482924Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4ecf784-a40e-4b78-b157-6402a4235fd4 · inbound
Towards Expert-level Medical AI for Real-time Video Consultations cites this paper.
Towards Expert-level Medical AI for Real-time Video Consultations Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:25:44.752180Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.