Paper Citation Record · LEDGER

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models

As of 18 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2504.20898.

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

pith.paper-citation-record.v1
2504.20898 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:20:36.926862Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd5040ce-b5c2-4915-82e2-5edba04ef29f · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.843865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a9f0edb-195e-44a9-9588-949e389770df · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:20:37.184221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 78ad8de5-b8b9-4112-99d1-dfd8d76f8567 · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:20:37.168707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aa81e469-9265-4f4a-86c3-f5e8842857f6 · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:20:37.154124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ce712dd7-7cc4-4f8f-99bb-ffb9ac6f1943 · outbound

This paper cites Mistral 7B.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Mistral 7B

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.864025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7008a914-e249-4038-977f-e110aa043c30 · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:20:37.139382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e6a8b63c-d08b-4ffd-84c3-e5ead3617c80 · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:20:37.122888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5d85f5ac-db7e-4e48-89c3-a96714d49dbd · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.880411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e4234b-fab2-402f-9e43-cae62ad0c7be · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.884671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 023474e2-4a3f-48fd-8cd7-5d3907937904 · outbound

This paper cites From Understanding to Utilization: A Survey on Explainability for Large Language Models.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models From Understanding to Utilization: A Survey on Explainability for Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.889340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8672bcec-aadc-4b72-a096-ce47c193c0a8 · outbound

This paper cites Label-Free Concept Bottleneck Models.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Label-Free Concept Bottleneck Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.894981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea82f625-632d-40f7-8cbb-3228d65fb57b · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:20:37.088280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 70cf5e8c-3f57-459f-b82b-631ebed5f57f · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.904198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b8027cd-a367-4a94-8784-0060defed671 · outbound

This paper cites an unresolved cited work.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:20:37.064417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1f322652-c4fb-4534-96af-4645151642ed · outbound

This paper cites MedCLIP: Contrastive Learning from Unpaired Medical Images and Text.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.913436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ccdce5a-768c-4fff-b14d-f7e65a72b29b · outbound

This paper cites Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.917509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2dca935-0d0f-4d39-a04b-c3f8b9ba9aa8 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models ReAct: Synergizing Reasoning and Acting in Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.921990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e92fd1f5-6678-4591-99ad-c4d314579e8b · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:36.926862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.