Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 44 inbound Pith citation observations for arXiv:2311.10537.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:17:03.499932Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T18:57:31.502122Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 7391d9e7-54d6-4920-80b0-dfea4728b165 · inbound
A Comprehensive Overview of Large Language Models MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 239
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8bed6d0b-28fe-47b1-9d10-87fa795e493f · inbound
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 30889a2a-a944-4c7e-8c21-b09aff65f113 · inbound
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2eda9d1c-8e5e-4be9-b162-75a826701284 · inbound
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 335acf54-2c2d-4546-a69f-ffbf0174affd · inbound
Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c860525-0cb9-4a01-9464-8ea95bfa9993 · inbound
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 168
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0395a881-0e24-44d2-8651-87ceeda849c5 · inbound
SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eac56950-409b-4c62-952c-f2aa6c3dd3a3 · inbound
Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c589246c-7b61-4f76-bd10-94960fad4699 · inbound
MMFactory: A Universal Solution Search Engine for Vision-Language Tasks MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adb752b1-c580-4aaf-a1bd-ee1f05274810 · inbound
Ultrasound-QBench: Can LLMs Aid in Quality Assessment of Ultrasound Imaging? MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae85fae1-ddce-4d37-9244-2418accab4e5 · inbound
Toward Inclusive Educational AI: Auditing Frontier LLMs through a Multiplexity Lens MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70da3ba6-e6a5-40c0-ace3-b3ad37863da9 · inbound
Advanced Machine Learning Techniques for Social Support Detection on Social Media MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 267f0e0c-3ddd-4e5e-88d1-5850739a0fb4 · inbound
LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 510490fd-8ef7-49b0-88ff-cb848a05215c · inbound
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94c9f97c-95ad-42ab-bdb7-f480f75f5ea8 · inbound
KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd419206-f8af-48aa-b062-3803165b8319 · inbound
KIMAs: A Configurable Knowledge Integrated Multi-Agent System MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7f31c62-c311-474e-a103-f30101371211 · inbound
Large Language Model Agent: A Survey on Methodology, Applications and Challenges MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 58d51ea6-f4be-4ffd-9947-df2ff0f34a10 · inbound
YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 350331d0-d79b-426d-8e6a-39d7ccb15f35 · inbound
A Multimodal Multi-Agent Framework for Radiology Report Generation MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd26d2b8-5d0a-4f3a-a394-27425b80ae7e · inbound
Empowering LLMs in Task-Oriented Dialogues: A Domain-Independent Multi-Agent Framework and Fine-Tuning Strategy MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d7bc3ff-1ef2-457a-84ff-56a75a2bf7ce · inbound
TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3b0bd17-9577-4f4a-a341-41291e66ec3b · inbound
MRGAgents: A Multi-Agent Framework for Improved Medical Report Generation with Med-LVLMs MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12cd07cb-e8ef-41d0-8218-c3d2b9f698c2 · inbound
Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6226bf2a-f805-4095-a318-d172b6807443 · inbound
Efficient Leave-one-out Approximation in LLM Multi-agent Debate Based on Introspection MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14466ac8-9878-4c1c-8ec1-9d51fd19c5cc · inbound
To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1dbfa110-e324-4505-8d4a-c02a5164feda · inbound
Abstract Counterfactuals for Language Model Agents MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c347ecf9-9d23-48c6-8514-f1e673763749 · inbound
AI Agent Behavioral Science MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 149
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a865206c-c21b-431c-aefc-b0884185c85f · inbound
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83f2f807-ed56-44be-a71e-668e99f7219c · inbound
A Large Language Model-based Multi-Agent Framework for Analog Circuits' Sizing Relationships Extraction MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba3cccdb-6fc6-46a2-badb-a34bf3b706e0 · inbound
DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 758626e7-02a4-45b1-8ea9-3efac479e8bf · inbound
WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4047a48-1aa1-4670-ac6d-3ec1b897857e · inbound
LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a113a72-bc2c-4348-b098-dfa0b51f79d2 · inbound
MAC: Masked Agent Collaboration Boosts Large Language Model Medical Decision-Making MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fbf8e138-952f-46cb-bb32-9113f6fa852b · inbound
eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cb5697e-cea7-4fca-8936-27bc01d45e1a · inbound
GUARD: Guideline Upholding Test through Adaptive Role-play and Jailbreak Diagnostics for LLMs MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 150f756e-9e3d-4476-865a-28f3255244cf · inbound
Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c38a900f-587f-4883-9254-5c25358d9cfc · inbound
Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9425ec4d-d8fb-4181-b95b-3046a3d3e54d · inbound
The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 790c435a-3562-4c3f-949f-3fa0f20431f8 · inbound
CuraView: A Multi-Agent Framework for Medical Hallucination Detection with GraphRAG-Enhanced Knowledge Verification MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 25d655f0-d255-46dd-ae46-b923caaab091 · inbound
Evaluating Large Language Models in Dynamic Clinical Decision-Making with Standardized Patient Cases MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d50979a6-6ce4-454c-8ff8-da78b079a06c · inbound
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 160
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c75ff828-8a69-461a-bad8-31783337c2c5 · inbound
MESA: Prioritizing Vulnerable Communication Channels for Securing Multi-Agent Systems MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8dff8853-69a7-43c9-a5f6-a8f7e3638b8b · inbound
From Voting to Agent Collaboration: Answer-Type-Aware LLM Pipelines for BioASQ 14b MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d76f0a93-0e45-4720-9870-f44a312c1832 · inbound
Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Reference 143
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.