Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2501.14654.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:52:03.354525Z
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
4
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 0b8e6533-2940-4938-bc2b-30cd95ddd63f · 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 MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 136
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-22T21:52:10.740837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3659cc0b-64ed-42c2-8922-6e1b5b36e509 · 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 MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:52:03.354525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd81056e-e4f3-4d72-9174-e2f8aadf642b · inbound
BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum cites this paper.
BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:28:01.830371Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4787371-308f-4d4d-86c7-dc604f5bea2f · inbound
Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training cites this paper.
Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:09:03.679079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 766ac164-8ae7-487c-9284-875414760586 · inbound
A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models cites this paper.
A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 118
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:42:29.834880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9af4b11-6ba5-424b-98b2-7eec7f0c8735 · inbound
When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors cites this paper.
When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T14:16:18.019393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c8bd682-a9b2-4fd6-84c2-078c266d92fd · inbound
BioMedArena: An Open-source Toolkit for Building and Evaluating Biomedical Deep Research Agents cites this paper.
BioMedArena: An Open-source Toolkit for Building and Evaluating Biomedical Deep Research Agents MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T20:06:08.854680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9ee0f25-79ba-4d32-86d2-bf01797963ec · inbound
BioMedArena: An Open-source Toolkit for Building and Evaluating Biomedical Deep Research Agents cites this paper.
BioMedArena: An Open-source Toolkit for Building and Evaluating Biomedical Deep Research Agents MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T23:35:07.124201Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a4f7beb2-ec53-4c51-983b-a2703a7ce921 · inbound
ClinQueryAgent: A Conversational Agent for Population Health Management cites this paper.
ClinQueryAgent: A Conversational Agent for Population Health Management MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 148
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T01:33:55.639019Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a633ad67-e9b3-4c9b-b9af-8addec95764e · inbound
Design and Report Benchmarks for Knowledge Work cites this paper.
Design and Report Benchmarks for Knowledge Work MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 127
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T04:40:23.554227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5bb0b44e-83f6-4333-80b3-5cdc13f30f2c · inbound
AutoMedBench: Towards Medical AutoResearch with Agentic AI Models cites this paper.
AutoMedBench: Towards Medical AutoResearch with Agentic AI Models MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T23:06:21.084048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 49c534cf-00ca-4e6f-a63f-6bdc5a13088f · inbound
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 157
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T09:47:59.364770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 72c61c02-8158-4888-868b-fdcef8f96452 · 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 MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 47
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-27T09:50:48.306082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1c4768a3-0fc8-408c-9191-6c9e5ae83fe9 · inbound
Measuring Epistemic Resilience of LLMs Under Misleading Medical Context cites this paper.
Measuring Epistemic Resilience of LLMs Under Misleading Medical Context MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-06-27T09:40:47.682854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ba495e1-35b3-4e47-95ff-6e589c2b6bb4 · inbound
Benchmarking AI Agents for Addressing Scientific Challenges Across Scales cites this paper.
Benchmarking AI Agents for Addressing Scientific Challenges Across Scales MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 145
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T11:28:04.327347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a341d0f-793c-4991-b85d-cf1c49841d6e · inbound
AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility cites this paper.
AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T15:08:33.136412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 79b19494-493c-41c3-87a6-b2bf24459395 · inbound
AgentFairBench: Do LLM Agents Discriminate When They Act? cites this paper.
AgentFairBench: Do LLM Agents Discriminate When They Act? MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T17:38:44.494148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a206d07b-58fc-4504-8d1b-d6873ae52798 · inbound
How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks? cites this paper.
How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks? MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T15:29:56.673808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5035f6d7-57dc-4869-9ca7-57a148805abe · 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 MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T09:34:34.396230Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6040f6c6-0641-41fd-a0a6-4cd8d4a1bd1e · inbound
An Empirical Evaluation of Prompt Injection Vulnerabilities in Large Language Models Across Multilingual and Obfuscated Attack Scenarios cites this paper.
An Empirical Evaluation of Prompt Injection Vulnerabilities in Large Language Models Across Multilingual and Obfuscated Attack Scenarios MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 28
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T06:54:20.381699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b3f8ce0b-193e-4b27-88d2-3383809cc627 · inbound
Cura 1T: Specialized Model for Agentic Healthcare cites this paper.
Cura 1T: Specialized Model for Agentic Healthcare MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T02:16:39.860668Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74d61818-c0ee-4ad4-94cd-98cf5826d025 · inbound
MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents cites this paper.
MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:50:41.542608Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d33b646e-a2ec-41a9-8144-9e8dea90379c · inbound
GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks cites this paper.
GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:09:08.491553Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.