Paper Citation Record · LEDGER

MedGellan: LLM-Generated Medical Guidance to Support Physicians

As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2507.04431.

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

pith.paper-citation-record.v1
2507.04431 v3

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:51:48.357526Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T10:56:52.323509Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T11:00:04.362845Z

Reference resolution

15 of 15 outbound references displayed

verified exact1
verified fuzzy2
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5b3a2e6-6125-4c5e-b727-79c2933bb5ab · outbound

This paper cites MedCodER: A generative AI assistant for medical coding.

MedGellan: LLM-Generated Medical Guidance to Support Physicians MedCodER: A generative AI assistant for medical coding

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:49.254259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c2850d67-d960-4bd4-a3ed-8cb37c72051d · outbound

This paper cites Automated clinical coding using off-the-shelf large language models.

MedGellan: LLM-Generated Medical Guidance to Support Physicians Automated clinical coding using off-the-shelf large language models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:47.507040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3878ee72-c920-4bb6-b14a-9f82ff2b79ec · outbound

This paper cites Mimic-iv.

MedGellan: LLM-Generated Medical Guidance to Support Physicians Mimic-iv

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:51:49.096839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 80827a37-09b3-4802-ae12-43d59afcad45 · outbound

This paper cites Designing Closed Human-in-the-loop Deferral Pipelines.

MedGellan: LLM-Generated Medical Guidance to Support Physicians Designing Closed Human-in-the-loop Deferral Pipelines

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:47.838263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dda70de-a56e-4976-9c58-6f5e5125041a · outbound

This paper cites MedDM:LLM-executable clinical guidance tree for clinical decision-making.

MedGellan: LLM-Generated Medical Guidance to Support Physicians MedDM:LLM-executable clinical guidance tree for clinical decision-making

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:47.912836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1076b73d-2558-43f6-9ac4-0853ea83da7b · outbound

This paper cites MedSyn: Enhancing Diagnostics with Human-AI Collaboration.

MedGellan: LLM-Generated Medical Guidance to Support Physicians MedSyn: Enhancing Diagnostics with Human-AI Collaboration

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:51:48.606852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b9fe771-1c42-47bf-befc-7f11eac89d14 · outbound

This paper cites Qwen2.5 Technical Report.

MedGellan: LLM-Generated Medical Guidance to Support Physicians Qwen2.5 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:48.119740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0951832e-e19a-4d49-91f5-67c4ff61c1c3 · outbound

This paper cites ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models.

MedGellan: LLM-Generated Medical Guidance to Support Physicians ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:48.180527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab5cf0a7-8ba0-4e0f-9273-39846df2858a · outbound

This paper cites ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge.

MedGellan: LLM-Generated Medical Guidance to Support Physicians ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:48.261670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81924c93-9281-48b6-bc27-edf76d6e149e · outbound

This paper cites Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data.

MedGellan: LLM-Generated Medical Guidance to Support Physicians Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:48.357526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 715b0b59-4dca-4bc5-bc9c-bfc8deaf6a71 · outbound

This paper cites The Llama 3 Herd of Models.

MedGellan: LLM-Generated Medical Guidance to Support Physicians The Llama 3 Herd of Models

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:47.685245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d86992e1-6e8b-490a-8825-3a5717f29d4d · outbound

This paper cites Guiding IoT-Based Healthcare Alert Systems with Large Language Models.

MedGellan: LLM-Generated Medical Guidance to Support Physicians Guiding IoT-Based Healthcare Alert Systems with Large Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:47.614483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c542e91d-a17e-4798-87ab-f3fd309ecad6 · outbound

This paper cites Exploring LLM Multi-Agents for ICD Coding.

MedGellan: LLM-Generated Medical Guidance to Support Physicians Exploring LLM Multi-Agents for ICD Coding

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:47.984193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2badb6b5-468d-41f2-8cde-bb2c37038532 · outbound

This paper cites Explainable ICD Coding via Entity Linking.

MedGellan: LLM-Generated Medical Guidance to Support Physicians Explainable ICD Coding via Entity Linking

Reference 2024

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:51:48.854523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c7fc62b0-624d-4a69-b9ce-30a16aa93d6b · outbound

This paper cites ISBN 979-8-89176-194-0.

MedGellan: LLM-Generated Medical Guidance to Support Physicians ISBN 979-8-89176-194-0

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T19:51:47.318529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 18f92541-117c-429a-9d8c-6c361c5d31b1 · inbound

Hybrid Decision Making via Conformal VLM-generated Guidance cites this paper.

Hybrid Decision Making via Conformal VLM-generated Guidance MedGellan: LLM-Generated Medical Guidance to Support Physicians

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:00:04.364405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.