Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T10:11:28.514734Z
Paper Citation Record · LEDGER
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination
As of 16 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2608.13476.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
27 of 27 outbound references displayed
- verified exact8
- verified fuzzy2
- unresolved16
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5ba09f5d-bb4d-4af0-b2e4-e78c663ee47f · outbound
This paper cites Perelman School of Medicine, University of Pennsylvania 3.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Perelman School of Medicine, University of Pennsylvania 3
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:11:29.136581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f3e3816c-07a3-4daa-b9b5-fb806d96d0c7 · outbound
This paper cites an unresolved cited work.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:11:29.122945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8efb8346-9fce-4c3b-b2d6-ce1e80af36af · outbound
This paper cites an unresolved cited work.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:11:29.108624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5da6abec-0de1-4096-a03a-b7aafa1c79dd · outbound
This paper cites Three representative use cases illustrate the framework's flexibility.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Three representative use cases illustrate the framework's flexibility
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T10:11:29.095441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a5e02ec7-0e76-475c-944a-c0b82662e79c · outbound
This paper cites an unresolved cited work.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T10:11:29.080577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3537b3ac-e08b-4ddd-977a-6d6e1c88c65a · outbound
This paper cites an unresolved cited work.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.415604Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 346c65ef-4835-4543-b685-812f7fd42317 · outbound
This paper cites Toward Expert-Level Medical Question Answering with Large Language Models.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Toward Expert-Level Medical Question Answering with Large Language Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.420108Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e119e164-87e6-4629-aa4d-f42c596d42ce · outbound
This paper cites Capabilities of GPT-4 on Medical Challenge Problems.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Capabilities of GPT-4 on Medical Challenge Problems
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.424493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9cde33e-a8d1-468c-a681-8c813a86cbb0 · outbound
This paper cites MedGemma Technical Report.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination MedGemma Technical Report
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.429372Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3991c53-0f39-484c-83e5-1e759b5b0d6f · outbound
This paper cites Efficient healthcare with large language models: optimizing clinical workflow and enhancing patient care.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Efficient healthcare with large language models: optimizing clinical workflow and enhancing patient care
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.435205Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77038305-33ff-4ec8-8a58-2e97109f05ea · outbound
This paper cites Capabilities of GPT-5 on Multimodal Medical Reasoning.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Capabilities of GPT-5 on Multimodal Medical Reasoning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.440157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0521672-29de-4a59-ada2-a99ffed39d02 · outbound
This paper cites A Scoping Review of Large Language Model Based Approaches for Information Extraction from Radiology Reports.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination A Scoping Review of Large Language Model Based Approaches for Information Extraction from Radiology Reports
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.446102Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 958a0d01-3dd5-40fb-92dc-59bcc0280939 · outbound
This paper cites Weakly Supervised Language Models for Automated Extraction of Critical Findings from Radiology Reports.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Weakly Supervised Language Models for Automated Extraction of Critical Findings from Radiology Reports
Reference 13
- Resolution
- verified exact
- doi, observed 2026-08-14T10:11:28.797639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e0aa8160-f30b-47c4-aaa4-f086f0e3307b · outbound
This paper cites Use of ChatGPT Large Language Models to Extract Details of Recommendations for Additional Imaging From Free-Text Impressions of Radiology Reports.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Use of ChatGPT Large Language Models to Extract Details of Recommendations for Additional Imaging From Free-Text Impressions of Radiology Reports
Reference 14
- Resolution
- verified exact
- doi, observed 2026-08-14T10:11:28.783705Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d6390700-a648-4300-8ce3-49610bb2da22 · outbound
This paper cites Evaluation of Large Language Models in Generating Pulmonary Nodule Follow-Up Recommendations.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Evaluation of Large Language Models in Generating Pulmonary Nodule Follow-Up Recommendations
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.458888Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7118c57e-8a47-40ef-a8ad-267d5c87baeb · outbound
This paper cites Large Language Models for Structured Reporting in Radiology: Past, Present, and Future.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Large Language Models for Structured Reporting in Radiology: Past, Present, and Future
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.463069Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d117b693-6842-4fe3-a20d-da5533bee838 · outbound
This paper cites Best Practices for Large Language Models in Radiology.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Best Practices for Large Language Models in Radiology
Reference 17
- Resolution
- verified exact
- doi, observed 2026-08-14T10:11:28.760537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c4edd3ad-e1f9-4296-9d04-2f877bfc6397 · outbound
This paper cites Optimizing Large Language Models in Radiology and Mitigating Pitfalls: Prompt Engineering and Fine-tuning.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Optimizing Large Language Models in Radiology and Mitigating Pitfalls: Prompt Engineering and Fine-tuning
Reference 18
- Resolution
- verified exact
- doi, observed 2026-08-14T10:11:28.746307Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5b5a43f6-5000-48e8-8f17-a8cf6bc43339 · outbound
This paper cites Multi-Step Retrieval and Reasoning Improves Radiology Question Answering with Large Language Models.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Multi-Step Retrieval and Reasoning Improves Radiology Question Answering with Large Language Models
Reference 19
- Resolution
- verified exact
- doi, observed 2026-08-14T10:11:28.731370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d7af8424-8e53-49f3-87d5-cf96a40081fc · outbound
This paper cites Agentic Systems in Radiology: Principles, Opportunities, Privacy Risks, Regulation, and Sustainability Concerns.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Agentic Systems in Radiology: Principles, Opportunities, Privacy Risks, Regulation, and Sustainability Concerns
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.483567Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a641f92-d7d2-4ca8-8084-5261cd31cd20 · outbound
This paper cites Agentic AI in Radiology.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Agentic AI in Radiology
Reference 21
- Resolution
- verified exact
- doi, observed 2026-08-14T10:11:28.602103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bbc5008f-26ce-4879-9e29-9e36ae3a6e8e · outbound
This paper cites Agentic AI and Large Language Models in Radiology: Opportunities and Hallucination Challenges.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Agentic AI and Large Language Models in Radiology: Opportunities and Hallucination Challenges
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.492803Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75a80fa1-8f9e-4ade-a94f-81f3382735a7 · outbound
This paper cites Uncover This Tech Term: Agentic Artificial Intelligence in Radiology.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Uncover This Tech Term: Agentic Artificial Intelligence in Radiology
Reference 23
- Resolution
- verified exact
- raw_fallback, observed 2026-08-14T10:11:29.002075Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a256426a-3472-4218-a48a-4365a4569b01 · outbound
This paper cites Agentic AI in Radiology: Evolution from Large Language Models to Future Clinical Integration.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Agentic AI in Radiology: Evolution from Large Language Models to Future Clinical Integration
Reference 24
- Resolution
- verified exact
- doi, observed 2026-08-14T10:11:28.578408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bd9c1064-b1a0-4c6e-9b91-35c2c1a21733 · outbound
This paper cites Generative to Agentic AI: Survey, Conceptualization, and Challenges.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Generative to Agentic AI: Survey, Conceptualization, and Challenges
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.505199Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfa155c0-dc27-4faa-ae0c-15552da4bc85 · outbound
This paper cites RadFabric: Agentic AI System with Reasoning Capability for Radiology.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination RadFabric: Agentic AI System with Reasoning Capability for Radiology
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T10:11:28.509771Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b5e56d5-5333-4e67-9248-f267f6ca1cc5 · outbound
This paper cites Retrieval-augmented generation in medicine: A scoping review of technical implementations, clinical applications, and ethical considerations.
MARC v1: An Open-Source Multi-Agent Framework for Clinical AI Reasoning and Coordination Retrieval-augmented generation in medicine: A scoping review of technical implementations, clinical applications, and ethical considerations
Reference 27
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-14T10:11:28.932453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.