Paper Citation Record · LEDGER

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework

As of 18 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 3 inbound Pith citation observations for arXiv:2506.13800.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.13800 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:11:43.180137Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:41:11.079780Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-19T04:37:04.025649Z

Reference resolution

19 of 19 outbound references displayed

verified exact1
verified fuzzy12
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 058420ba-1f80-410f-ae97-93638bf41347 · outbound

This paper cites Electronic health records,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Electronic health records,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.552595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6bd44380-1817-475f-8a4e-3ac8a9a82983 · outbound

This paper cites FHIR Overview,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework FHIR Overview,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.541229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1e9c3f9d-2869-4611-9ff3-f4fbbb6a5500 · outbound

This paper cites 21st Century Cures Act,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework 21st Century Cures Act,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.528001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 675ebb00-4911-4e50-9fae-eae3743b1b46 · outbound

This paper cites Do patients understand?.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Do patients understand?

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.515406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bd20dc71-ed63-4485-978f-16ee9fa87d36 · outbound

This paper cites A Survey of Large Language Models.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework A Survey of Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:43.119319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efe90324-2088-49a6-98aa-1018639f86f2 · outbound

This paper cites Gpt-4 technical report,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Gpt-4 technical report,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.503798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ac79f040-58b3-484b-9fe8-68850f4b2d07 · outbound

This paper cites Large Language Models: A Survey.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Large Language Models: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:43.128722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a825d7b-cc10-4446-b7fe-92c16d3ad77b · outbound

This paper cites Clinical workflows and the associated tasks and behaviors to support delivery of integrated behavioral health and primary care,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Clinical workflows and the associated tasks and behaviors to support delivery of integrated behavioral health and primary care,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.492420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 17658cd2-4523-40ac-bcb2-a70de641e738 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Capabilities of GPT-4 on Medical Challenge Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:43.136840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1fb9b2c-5e8b-4de3-8395-55e0d75c37b5 · outbound

This paper cites AI chatbots not yet ready for clinical use,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework AI chatbots not yet ready for clinical use,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.481379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bae043f8-b661-4b0b-900e-365f9db47865 · outbound

This paper cites Stanford Spezi: Open-source framework for digital health applications,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Stanford Spezi: Open-source framework for digital health applications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.469098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf695547-1b93-41e7-9b73-a7803e0c3097 · outbound

This paper cites A survey of the model context protocol (mcp): Standardizing context to enhance large language models (llms),.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework A survey of the model context protocol (mcp): Standardizing context to enhance large language models (llms),

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:11:43.350611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6610d899-db8d-47bb-becb-ece126b06e15 · outbound

This paper cites Flexpa mcp-fhir server,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Flexpa mcp-fhir server,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.456539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b69b0e5c-b103-4fa4-a528-c412f8949326 · outbound

This paper cites Mcp agent: Build effective agents using model context pro- tocol and simple workflow patterns,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Mcp agent: Build effective agents using model context pro- tocol and simple workflow patterns,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.443369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d7b88a74-ed5f-426a-bcf0-a882c8eb9618 · outbound

This paper cites A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:43.164220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d091a47-f6a1-4493-a6b7-745cafa1982d · outbound

This paper cites Creation and adoption of large language models in medicine,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Creation and adoption of large language models in medicine,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.430438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 658987ba-6ba1-4984-b1b0-4a267324bb20 · outbound

This paper cites LLM on FHIR -- Demystifying Health Records.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework LLM on FHIR -- Demystifying Health Records

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:43.172494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d0776f1-8656-4da3-b88c-b322adc7ea00 · outbound

This paper cites A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP).

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:11:43.176228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 750103ba-2ffa-41a1-8af5-b331ff10c980 · outbound

This paper cites Llama 2: Open foundation and fine-tuned chat models,.

Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework Llama 2: Open foundation and fine-tuned chat models,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:11:43.418587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation af1e66b3-ba1f-4beb-b99c-04b1eded75b8 · inbound

Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes cites this paper.

Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-19T04:37:04.027906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0e94b415-2205-435f-ae75-4ece3d4fff3b · inbound

An Agentic Model Context Protocol Framework for Medical Concept Standardization cites this paper.

An Agentic Model Context Protocol Framework for Medical Concept Standardization Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T10:41:11.079780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4790267a-69cf-45f2-9585-c387399e5895 · inbound

Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions cites this paper.

Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:04:28.859160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.