Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:58:40.219801Z
Paper Citation Record · LEDGER
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
As of 22 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 24 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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:21:26.013911Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
32 of 32 outbound references displayed
- verified exact0
- verified fuzzy17
- unresolved15
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 2aff5357-71d8-4deb-af1d-2c6ee951f63d · outbound
This paper cites Survey on large language model-enhanced reinforcement learning: Concept, taxonomy, and methods.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Survey on large language model-enhanced reinforcement learning: Concept, taxonomy, and methods
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.093491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8b3061e-c962-4a9a-b7af-289d5f1aadfb · outbound
This paper cites Llm-based agentic systems in medicine and healthcare.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Llm-based agentic systems in medicine and healthcare
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.590327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4b0caaeb-f480-4e6f-a926-1e38927c1b57 · outbound
This paper cites The rise of agentic ai teammates in medicine.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents The rise of agentic ai teammates in medicine
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.580487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d867c574-4769-4410-b609-9e304243c858 · outbound
This paper cites Implications of large language models for quality and efficiency of neurologic care: emerging issues in neurology.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Implications of large language models for quality and efficiency of neurologic care: emerging issues in neurology
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.569955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2412c680-1b80-451a-8340-9d853e750636 · outbound
This paper cites Large language models and artificial intelligence: a primer for plastic surgeons on the demonstrated and potential applications, promises, and limitations of chatgpt.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Large language models and artificial intelligence: a primer for plastic surgeons on the demonstrated and potential applications, promises, and limitations of chatgpt
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.557870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7da4501e-309c-4867-99c0-dbb72b28da8e · outbound
This paper cites Artificial intelligence in us health care delivery.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Artificial intelligence in us health care delivery
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.545972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 30bf36f7-9447-4da1-8ebc-552822bda452 · outbound
This paper cites How artificial intelligence could transform emergency care.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents How artificial intelligence could transform emergency care
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.534665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b5793756-aad1-4139-9b6a-0c7b8c5abdd6 · outbound
This paper cites The elastic ehr: A five-tiered framework for applying ai to electronic health record maintenance, configuration, and use.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents The elastic ehr: A five-tiered framework for applying ai to electronic health record maintenance, configuration, and use
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.522979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 27188816-d92d-4dca-a7f7-3882b78e4ac4 · outbound
This paper cites Efficient healthcare with large language models: optimizing clinical workflow and enhancing patient care.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Efficient healthcare with large language models: optimizing clinical workflow and enhancing patient care
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.510868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4de876c5-7960-4cc1-b41f-e780a78a6b2c · outbound
This paper cites AgentBench: Evaluating LLMs as Agents.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents AgentBench: Evaluating LLMs as Agents
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.132488Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b8f3f8d-4614-49d1-888f-da52a08077b2 · outbound
This paper cites AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.137175Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d04ead3-5ae7-4f01-b39a-e77c4de052d7 · outbound
This paper cites Gorilla: Large Language Model Connected with Massive APIs.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Gorilla: Large Language Model Connected with Massive APIs
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.142284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5548ec96-b172-4a32-ad8b-6e13a923eb4c · outbound
This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.146824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6408848f-c261-472e-81ab-cfee7b486a9a · outbound
This paper cites Cyber insecurity in healthcare: The cost and impact on patient safety and care, 2024.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Cyber insecurity in healthcare: The cost and impact on patient safety and care, 2024
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.499173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e046209c-3ff1-4744-bda1-cb6f176dd28a · outbound
This paper cites Trust and medical ai: the challenges we face and the expertise needed to overcome them.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Trust and medical ai: the challenges we face and the expertise needed to overcome them
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.487477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 50c45ef1-4ea8-41da-9a78-6008d65bdcc8 · outbound
This paper cites Application of artificial intelligence in the health care safety context: opportunities and challenges.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Application of artificial intelligence in the health care safety context: opportunities and challenges
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.476129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8ce1b9ac-8a42-4266-b148-78c38247f182 · outbound
This paper cites Ethical and regulatory challenges of ai technologies in healthcare: A narrative review.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Ethical and regulatory challenges of ai technologies in healthcare: A narrative review
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.463970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 19755e88-4c29-4cc3-bb95-3acecabcb2bc · outbound
This paper cites Medmcqa: A large-scale multi-subject multi-choice dataset for medical domain question answering.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Medmcqa: A large-scale multi-subject multi-choice dataset for medical domain question answering
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.165855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d113ebc2-ac5a-4905-9c6c-64dd3ef19fa0 · outbound
This paper cites Superhuman performance of a large language model on the reasoning tasks of a physician.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Superhuman performance of a large language model on the reasoning tasks of a physician
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.169554Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67e7b8e0-29a6-43b5-8a31-093b507c7c3c · outbound
This paper cites Craft-md: A conversational evaluation framework for comprehensive assessment of clinical llms.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Craft-md: A conversational evaluation framework for comprehensive assessment of clinical llms
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.445398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 957fa9e0-e783-49fe-9512-d4544dc4106a · outbound
This paper cites AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.177525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9928ed1-ce87-412d-983d-aa17129fada7 · outbound
This paper cites Large language models lack essential metacognition for reliable medical reasoning.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Large language models lack essential metacognition for reliable medical reasoning
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.432977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation facd6862-3440-427d-ae38-cab54b5df6bf · outbound
This paper cites MMedAgent: Learning to Use Medical Tools with Multi-modal Agent.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.184816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dde73f76-5b0f-482d-aa45-8a145ce9e2ba · outbound
This paper cites AutoBencher: Towards Declarative Benchmark Construction.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents AutoBencher: Towards Declarative Benchmark Construction
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.189118Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87878499-c552-4e4a-a6a5-ca11aa6f94e6 · outbound
This paper cites Allocation of physician time in ambulatory practice: a time and motion study in 4 specialties.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Allocation of physician time in ambulatory practice: a time and motion study in 4 specialties
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.418803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 533ecd96-b9b5-4cb6-9b1d-69c0dd3429bc · outbound
This paper cites Balancing act: the complex role of artificial intelligence in addressing burnout and healthcare workforce dynamics.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Balancing act: the complex role of artificial intelligence in addressing burnout and healthcare workforce dynamics
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.406361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dab33dfd-8b8c-410c-9b7d-949c529df2c8 · outbound
This paper cites A new paradigm for accelerating clinical data science at Stanford Medicine.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents A new paradigm for accelerating clinical data science at Stanford Medicine
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.199697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 566c462b-768c-4f74-92e5-1c45327b56d5 · outbound
This paper cites Many-Shot In-Context Learning in Multimodal Foundation Models.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Many-Shot In-Context Learning in Multimodal Foundation Models
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.203221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11ff2b54-b40c-4a91-9014-f2db02eabcb5 · outbound
This paper cites Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:58:40.207451Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 511fd793-ec5c-4910-95c2-eae3aa897d6e · outbound
This paper cites an unresolved cited work.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:58:40.393427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 99932c2b-7887-4500-b3d9-e6d9ef04860a · outbound
This paper cites an unresolved cited work.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:58:40.380553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation db32833f-20ac-4c57-8c49-a4106a79c8ba · outbound
This paper cites Here is a list of functions in JSON format that you can invoke.
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents Here is a list of functions in JSON format that you can invoke
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:58:40.368601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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.
Observation 8ec4d251-36cf-45e9-8d5b-7c63b3544076 · inbound
ELICITED: EHR-grounded Longitudinal Interactive Conversations for Information-seeking Triage Evaluation and Decision-making cites this paper.
ELICITED: EHR-grounded Longitudinal Interactive Conversations for Information-seeking Triage Evaluation and Decision-making MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:21:26.013911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.