Paper Citation Record · LEDGER

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support

As of 16 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2509.07706.

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

pith.paper-citation-record.v1
2509.07706 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:52:09.158688Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:38:20.987334Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

verified exact6
verified fuzzy24
unresolved22
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 39881dc6-80d5-40df-bd95-8c172e0ce311 · outbound

This paper cites This can lead to the generation of incorrect or misleading information [7], especially in rapidly changing medical fields.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support This can lead to the generation of incorrect or misleading information [7], especially in rapidly changing medical fields

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:14.834749Z

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 c1880fbe-5139-4512-b2f3-56d6b175f0eb · outbound

This paper cites The 4 lack of transparency can be a significant issue in clinical environments [10].

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support The 4 lack of transparency can be a significant issue in clinical environments [10]

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:14.704861Z

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 222f383b-1a17-441b-a201-c9a0925a1e23 · outbound

This paper cites RAG systems provide greater flexibility by combining generative capabilities with retrieval from diverse and specialized datasets.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support RAG systems provide greater flexibility by combining generative capabilities with retrieval from diverse and specialized datasets

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:14.544761Z

Source-reported events for the cited work

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Observation 7dd055fe-db1c-48c9-9094-7a79909e114e · outbound

This paper cites an unresolved cited work.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:52:14.454978Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 366c0e8b-6c4c-4727-82cf-8d6852c79c1b · outbound

This paper cites an unresolved cited work.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:52:13.297361Z

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 0c7a6d55-fe1d-4d8b-be84-52f554328d6a · outbound

This paper cites This ensures that sensitive medical information remains protected while maintaining seamless usability.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support This ensures that sensitive medical information remains protected while maintaining seamless usability

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:14.174759Z

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 4e20fcb2-22da-4b11-a07a-077c799c9fea · outbound

This paper cites All recent condition, medication, and observation resources are retrieved individually and then combined into a FHIR bundle for interpretation by the FHIR-RAG-MEDS system.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support All recent condition, medication, and observation resources are retrieved individually and then combined into a FHIR bundle for interpretation by the FHIR-RAG-MEDS system

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:14.072607Z

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 e127e76b-a5c9-4bcf-914b-fe11cba6b0ec · outbound

This paper cites The system’s query endpoints provide evidence-based clinical suggestions tailored to the patient’s specific medical context.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support The system’s query endpoints provide evidence-based clinical suggestions tailored to the patient’s specific medical context

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:13.954557Z

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 dd28a7c9-e982-405f-b9fc-5b8ec5efccd6 · outbound

This paper cites I have a patient with diabetes and hypertension. What should be the initial drug therapy?.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support I have a patient with diabetes and hypertension. What should be the initial drug therapy?

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:13.834764Z

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 6a666ad7-e3ad-4678-a1ea-e35e4786a38b · outbound

This paper cites Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.907534Z

Source-reported events for the cited work

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Observation e91e0b07-09c7-42fc-95ec-8149998593e8 · outbound

This paper cites an unresolved cited work.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:52:13.524757Z

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 b8dd46ad-d994-4316-9b0c-4353cfbb95d5 · outbound

This paper cites an unresolved cited work.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:52:13.438211Z

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 241ea801-235a-46e3-aa78-47beda949e87 · outbound

This paper cites Large Language Models in Healthcare and Medical Domain: A Review,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Large Language Models in Healthcare and Medical Domain: A Review,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.935198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2f3f8e0-fb64-45b0-8024-8816537745c8 · outbound

This paper cites Feedback: {{write a feedback for criteria}} [RESULT] {{an integer number between 1 and 5}}.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Feedback: {{write a feedback for criteria}} [RESULT] {{an integer number between 1 and 5}}

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:13.144147Z

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 23ed14ba-3fa0-4b29-a300-ef8f6778805f · outbound

This paper cites Be sure to include [RESULT] in your output.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Be sure to include [RESULT] in your output

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:13.060774Z

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 f3c57b8d-5458-404e-846f-a3fc4f91d767 · outbound

This paper cites However, the context utilization score of 1.0 highlights its capability to rank relevant information effectively.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support However, the context utilization score of 1.0 highlights its capability to rank relevant information effectively

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:13.039269Z

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 85a143bc-f617-4038-8e9c-ed2081825844 · outbound

This paper cites lacking specific actionable insights,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support lacking specific actionable insights,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.959069Z

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 f3570ed9-b7fb-4183-86e0-e5e2bc916f1b · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.804388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a4471f-fa29-431f-af20-9c620f690a33 · outbound

This paper cites BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.808666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faae6b69-2201-4671-8036-b7de46d7e4a6 · outbound

This paper cites Open Source Biomedical Large Language Model,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Open Source Biomedical Large Language Model,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.942799Z

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 6b188bae-d4ec-4e17-9852-c1fad48478cc · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.826548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34fd489-d55c-415b-8566-2a50b2d89277 · outbound

This paper cites Integrating Retrieval-Augmented Generation with Large Language Models in Nephrology: 28 Advancing Practical Applications,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Integrating Retrieval-Augmented Generation with Large Language Models in Nephrology: 28 Advancing Practical Applications,

Reference 22

Resolution: verified exact; doi, observed 2026-08-04T21:52:11.544740Z

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 ce7c388d-daa6-49c9-9644-53e295636df3 · outbound

This paper cites mxbai- embed-large.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support mxbai- embed-large

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:14.324748Z

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 7f18edad-8d6a-4b22-b411-158b0fbf6422 · outbound

This paper cites Opportunities and challenges for ChatGPT and large language models in biomedicine and health,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Opportunities and challenges for ChatGPT and large language models in biomedicine and health,

Reference 24

Resolution: verified exact; doi, observed 2026-08-04T21:52:11.414751Z

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 8d2a66f2-636e-485e-91bb-06e26f35a393 · outbound

This paper cites Survey of Hallucination in Natural Language Generation,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Survey of Hallucination in Natural Language Generation,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.862241Z

Source-reported events for the cited work

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Observation 616db582-bc2e-4b8a-ab8a-4f484789e8c0 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.885491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82337a00-e65e-4e07-ad8f-83e555421338 · outbound

This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.893821Z

Source-reported events for the cited work

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Observation 04ccb7f1-c2e7-4c91-9207-37b0f4a3020c · outbound

This paper cites Almanac — Retrieval-Augmented Language Models for Clinical Medicine,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Almanac — Retrieval-Augmented Language Models for Clinical Medicine,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.911822Z

Source-reported events for the cited work

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Observation ab306ac0-34cd-4940-a782-77872f1a5cfb · outbound

This paper cites Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.925527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7f86a0f-1bc1-4832-a215-d7e6470fe401 · outbound

This paper cites ROUGE: A Package for Automatic Evaluation of summaries,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support ROUGE: A Package for Automatic Evaluation of summaries,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.367156Z

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 412d013d-c346-4713-93e1-641ad9a56d73 · outbound

This paper cites LLM-as-a- Judge.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support LLM-as-a- Judge

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:13.674754Z

Source-reported events for the cited work

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Observation ccfa6909-3efa-401b-b7f1-d6d8a25c23fe · outbound

This paper cites A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs).

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs)

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.942450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99be99f6-f133-40a3-a8f8-d32a87ac4263 · outbound

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

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support LLM on FHIR -- Demystifying Health Records

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.951924Z

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Observation a13190bc-c5c9-4f0d-85c3-4b217104caf9 · outbound

This paper cites FHIR-GPT Enhances Health Interoperability with Large Language Models,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support FHIR-GPT Enhances Health Interoperability with Large Language Models,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:08.959101Z

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Observation a38e123e-e4d9-445d-83af-86372292a699 · outbound

This paper cites Speaking the Same Language: Leveraging LLMs in Standardizing Clinical Data for AI,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Speaking the Same Language: Leveraging LLMs in Standardizing Clinical Data for AI,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.904125Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3a618489-bfa5-452d-b75b-5bf236b49747 · outbound

This paper cites Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records,

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-08-04T21:52:11.991322Z

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Observation a5816589-34ba-4dd8-bf54-3772c7f7ea66 · outbound

This paper cites Optimization of hepatological clinical guidelines interpretation by large language models: a retrieval augmented generation-based framework,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Optimization of hepatological clinical guidelines interpretation by large language models: a retrieval augmented generation-based framework,

Reference 37

Resolution: verified exact; doi, observed 2026-08-04T21:52:10.010982Z

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 e41ebb6f-4320-4361-a15d-be151faed27f · outbound

This paper cites Retrieval-Augmented Generation–Enabled GPT-4 for Clinical Trial Screening,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Retrieval-Augmented Generation–Enabled GPT-4 for Clinical Trial Screening,

Reference 38

Resolution: verified exact; doi, observed 2026-08-04T21:52:09.935495Z

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 a003cd49-b20d-4fb8-ab4b-787e28ed1d12 · outbound

This paper cites Benchmarking Retrieval-Augmented Generation for Medicine,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Benchmarking Retrieval-Augmented Generation for Medicine,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.810081Z

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 5315c95e-a9d3-4469-a86e-16d1bbaeeed7 · outbound

This paper cites CAREPATH Project Website.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support CAREPATH Project Website

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.736941Z

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 373ba47f-1b7e-4a60-b6ff-d52caead7b09 · outbound

This paper cites CAREPATH: developing digital integrated care solutions for multimorbid patients with dementia,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support CAREPATH: developing digital integrated care solutions for multimorbid patients with dementia,

Reference 41

Resolution: verified exact; doi, observed 2026-08-04T21:52:09.784751Z

Source-reported events for the cited work

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Observation 8916d9d3-4b05-4d6d-9e79-8f4066d8d8bd · outbound

This paper cites Protocol for Creating a Single, Holistic and Digitally Implementable Consensus Clinical Guideline for Multiple Multi-morbid Conditions,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Protocol for Creating a Single, Holistic and Digitally Implementable Consensus Clinical Guideline for Multiple Multi-morbid Conditions,

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-08-04T21:52:11.921372Z

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 4a75e4a0-66de-4965-93ad-e70007f8c063 · outbound

This paper cites Transforming evidence-based clinical guidelines into implementable clinical decision support services: the CAREPATH study for multimorbidity management,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Transforming evidence-based clinical guidelines into implementable clinical decision support services: the CAREPATH study for multimorbidity management,

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-08-04T21:52:11.899798Z

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 5c3006da-bb40-472e-84fd-68809c761851 · outbound

This paper cites SMART on FHIR: a standards-based, interoperable apps platform for electronic health records,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support SMART on FHIR: a standards-based, interoperable apps platform for electronic health records,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:09.014746Z

Source-reported events for the cited work

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Observation 6fbb26f2-c47d-4068-ab52-a60c23a6637c · outbound

This paper cites LangChain Open Source Library,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support LangChain Open Source Library,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.654749Z

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 734456d8-35bd-43dd-9253-41dff106f938 · outbound

This paper cites Chroma Open Source AI Application Database,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Chroma Open Source AI Application Database,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.584749Z

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 0a099174-5fbc-469b-9f4d-d1a991e796c3 · outbound

This paper cites Llama 3.1 8B LLM,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Llama 3.1 8B LLM,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.509794Z

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 6d481d5d-c1e6-4c7d-bbf2-6ae4b6facee6 · outbound

This paper cites METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.229617Z

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 e59ba625-6827-4782-ba8f-ead653fdc58a · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support BERTScore: Evaluating Text Generation with BERT

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:09.119563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d027b4-9ff5-47a7-aaee-e36d6e3c2f82 · outbound

This paper cites Papineni, S.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Papineni, S

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:09.128421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce34ca68-2cd6-4eeb-b591-a9335ee3d0da · outbound

This paper cites Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge).

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge)

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.074743Z

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 53653002-d5c0-4ce3-8d90-b996e49ae7ba · outbound

This paper cites Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:09.143146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 798e0e95-8413-455b-8060-66e88b3b937d · outbound

This paper cites RAGAS Evaluation Framework,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support RAGAS Evaluation Framework,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:52:12.036540Z

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 3670b839-2493-44ff-a235-1899675765c2 · outbound

This paper cites Artificial intelligence‐ based clinical decision support in modern medical physics: Selection, acceptance, commissioning, and quality assurance,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Artificial intelligence‐ based clinical decision support in modern medical physics: Selection, acceptance, commissioning, and quality assurance,

Reference 54

Resolution: verified exact; doi, observed 2026-08-04T21:52:09.224791Z

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 4c633be2-800e-45fd-b712-ba52bfa30347 · outbound

This paper cites Applying artificial intelligence to clinical decision support in mental health: What have we learned?,.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Applying artificial intelligence to clinical decision support in mental health: What have we learned?,

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-08-04T21:52:11.798555Z

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 d27768e6-cbb6-4fa1-b25f-ee3eb1833c0e · outbound

This paper cites Understanding the Effects of RLHF on LLM Generalisation and Diversity.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:09.158688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0c2d7da2-b6d0-4cd3-b422-43ae3a409e6a · inbound

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation cites this paper.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.