Paper Citation Record · LEDGER

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts

As of 15 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2412.12001.

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

pith.paper-citation-record.v1
2412.12001 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:28:12.037262Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:56:23.136928Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T21:56:23.374734Z

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy3
unresolved13
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85c8317b-5ec3-4329-9bc6-6bcda6b52c16 · outbound

This paper cites Delete the sentence that includes the comparison behavior, but retain the result.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Delete the sentence that includes the comparison behavior, but retain the result

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:28:12.390316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d8f3dc72-8d1f-49ea-969b-4b42bc3c904f · outbound

This paper cites For adverbs related to time and program, such as again and so, delete them directly.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts For adverbs related to time and program, such as again and so, delete them directly

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:28:12.367075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25f63b16-5cf8-4c50-9c27-c747cc49d880 · outbound

This paper cites an unresolved cited work.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:12.349552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 479f16df-dea4-43e3-8d91-22791ec9b520 · outbound

This paper cites an unresolved cited work.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:12.333145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2e28fe79-19b2-41f3-8b35-15d13044b3ca · outbound

This paper cites Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T14:28:12.094966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a954e4ff-91cb-4b26-ab7d-b9de4db7e040 · outbound

This paper cites The lateral view is recommended to as- sist in diagnosis.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts The lateral view is recommended to as- sist in diagnosis

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:28:12.410368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 67a881b6-33ed-4494-a85f-350319bb0ca0 · outbound

This paper cites an unresolved cited work.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:12.316681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c9ae6752-4ab4-49db-bdb2-ff26fd73cd0f · outbound

This paper cites an unresolved cited work.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:12.296450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1d268e04-3d75-4510-9b56-b6a5d05f4ae1 · outbound

This paper cites an unresolved cited work.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:12.276372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9f0be89f-851b-4a46-8f58-4828fef32640 · outbound

This paper cites an unresolved cited work.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:12.256679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e2287d1f-e93f-42bd-8f98-ae90ef960690 · outbound

This paper cites an unresolved cited work.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:12.238941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 39d34620-77d5-4720-8485-431d9f9bbad6 · outbound

This paper cites an unresolved cited work.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:12.222206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c86f69cf-2586-45b1-9273-2401ad5932b8 · outbound

This paper cites an unresolved cited work.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:28:12.204981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 66f3cbfe-32e3-404e-8a67-2a25f5ac8012 · outbound

This paper cites A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:11.944628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9375aa00-79aa-4743-8c1d-e7c07368dd91 · outbound

This paper cites Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 664

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:11.970282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cf0eb5f-57ff-448f-99da-a2b7745624d3 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts LoRA: Low-Rank Adaptation of Large Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:11.956888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070474da-b14e-42ee-9053-f8f594ad06bf · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:11.951417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d58579e5-5554-4616-8bbf-0edf44307cd3 · outbound

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

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-11T14:28:11.962958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 817c1a85-70ff-4e96-a3a9-22b4a0c7c86a · inbound

Activating Associative Disease-Aware Vision Token Memory for LLM-Based X-ray Report Generation cites this paper.

Activating Associative Disease-Aware Vision Token Memory for LLM-Based X-ray Report Generation LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:56:23.380742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.