Paper Citation Record · LEDGER

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant

As of 7 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2506.17320.

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

pith.paper-citation-record.v1
2506.17320 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:59:08.256796Z

measured 29 of 29 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 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

29 of 29 outbound references displayed

verified exact0
verified fuzzy21
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2791b118-c94d-49c9-80a9-afb1cda6097d · outbound

This paper cites Accessed: 2024-11-01.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Accessed: 2024-11-01

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:14.839581Z

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 034261e7-4448-4855-9961-a094dbdf201a · outbound

This paper cites Mandating limits on workload, duty, and speed in radiology.Radiology, 304(2):274–282, 2022.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Mandating limits on workload, duty, and speed in radiology.Radiology, 304(2):274–282, 2022

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:14.617796Z

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 89b38246-6a44-40ee-8285-e49792d6e606 · outbound

This paper cites Efficient Prompting Methods for Large Language Models: A Survey.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Efficient Prompting Methods for Large Language Models: A Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:04.118839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0318866a-8e0d-4579-8d46-95a33e010ee1 · outbound

This paper cites Are more llm calls all you need? towards the scaling properties of compound ai systems.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Are more llm calls all you need? towards the scaling properties of compound ai systems

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:14.331979Z

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 86e05ba6-f49b-4a84-957d-0a0ed18d6e66 · outbound

This paper cites Radiology and the medical student: do increased hours of teaching translate to more radiologists?BJR| Open, 3(1):20210074, 2021.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Radiology and the medical student: do increased hours of teaching translate to more radiologists?BJR| Open, 3(1):20210074, 2021

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:14.009469Z

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 682e7892-931c-462c-8bd3-9398c418b81e · outbound

This paper cites The llama 3 herd of models, 2024.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant The llama 3 herd of models, 2024

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:13.649784Z

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 809ac14d-6f45-4f6b-b19a-81cfc279dd72 · outbound

This paper cites Commonlymissedfindings on chest radiographs: causes and consequences.Chest, 163(3):650–661, 2023.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Commonlymissedfindings on chest radiographs: causes and consequences.Chest, 163(3):650–661, 2023

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:13.404901Z

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 8afa8f87-2392-47ed-aea5-5c7fa5d5f2df · outbound

This paper cites Sciagents: Automating scientific dis- covery through bioinspired multi-agent intelligent graph reasoning.Advanced Ma- terials, page 2413523, 2024.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Sciagents: Automating scientific dis- covery through bioinspired multi-agent intelligent graph reasoning.Advanced Ma- terials, page 2413523, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:13.124482Z

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 15a91187-1e7c-4d3b-865b-d11ff1115285 · outbound

This paper cites PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:05.004425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef39598-d1cc-4b3a-9550-8c1a54f73349 · outbound

This paper cites Perception’s crucial role in radiology education.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Perception’s crucial role in radiology education

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:12.853075Z

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 d2607bcb-0456-4661-bc0b-a85b2226944e · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:05.387169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d11edc3-3185-40d3-ab06-e90ea4309455 · outbound

This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant LLM Multi-Agent Systems: Challenges and Open Problems

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:05.548789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a78ceda8-eccf-4667-9d86-e4f4c478f922 · outbound

This paper cites an unresolved cited work.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:59:12.534781Z

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 b477df10-c965-4291-a817-8a78ae548f73 · outbound

This paper cites Artificial intelligence in radiology: decision support systems.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Artificial intelligence in radiology: decision support systems

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:12.255920Z

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 5a8b7961-f9c6-4b69-ba0e-05dcf6c1911f · outbound

This paper cites Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T23:59:08.577736Z

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 1ea57247-e29e-4b90-b874-9893d7802c44 · outbound

This paper cites Mdagents: An adaptive collaboration of llms in medical decision making.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Mdagents: An adaptive collaboration of llms in medical decision making

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:11.926220Z

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 167344a8-c2c4-46f6-b115-27552a613fa1 · outbound

This paper cites Visual search patterns and experience with radiological images.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Visual search patterns and experience with radiological images

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:11.592408Z

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 2082f1aa-b0ac-4af3-a62c-042bcce87df6 · outbound

This paper cites Can large language models analyze graphs like professionals? a benchmark, datasets and models.Advances in Neural Information Processing Systems, 37:141045–141070, 2025.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Can large language models analyze graphs like professionals? a benchmark, datasets and models.Advances in Neural Information Processing Systems, 37:141045–141070, 2025

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:11.208718Z

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 b33657f6-2712-4075-a1b8-9bce57ed8788 · outbound

This paper cites A survey on llm-based multi- agent systems: workflow, infrastructure, and challenges.Vicinagearth, 1(1):9, 2024.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant A survey on llm-based multi- agent systems: workflow, infrastructure, and challenges.Vicinagearth, 1(1):9, 2024

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:10.869814Z

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 251b6ece-d29b-4020-8b11-abe29b750017 · outbound

This paper cites Gpt-4 technical report, 2024.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Gpt-4 technical report, 2024

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:10.606475Z

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 7915712a-72c9-4f4d-a45c-1922befbcf5b · outbound

This paper cites Artificial intelligence-powered clinical decision support and simulation platform for radiology trainee education.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Artificial intelligence-powered clinical decision support and simulation platform for radiology trainee education

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:10.276742Z

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 fb7faf1f-e16e-4e53-bea6-f7ff389ba129 · outbound

This paper cites Auto- mated radiology report generation: A review of recent advances.IEEE Reviews in Biomedical Engineering, 2024.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Auto- mated radiology report generation: A review of recent advances.IEEE Reviews in Biomedical Engineering, 2024

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:10.047747Z

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 91c414cd-1eaa-425f-8ae7-af3fdbb341e3 · outbound

This paper cites Agentic LLM Workflows for Generating Patient-Friendly Medical Reports.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Agentic LLM Workflows for Generating Patient-Friendly Medical Reports

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:07.367631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fd78cb3-d609-49fe-896e-55ebacca25a9 · outbound

This paper cites Investi- gating the link between radiologists’ gaze, diagnostic decision, and image content.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Investi- gating the link between radiologists’ gaze, diagnostic decision, and image content

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:09.760648Z

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 8f3cd623-5c4b-4330-9c91-a92242b876b2 · outbound

This paper cites How visual search relates to visual diagnostic performance: a narrative systematic review of eye-tracking research in radiology.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant How visual search relates to visual diagnostic performance: a narrative systematic review of eye-tracking research in radiology

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:09.533628Z

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 84978aa1-463e-45e9-84cb-2840338252a6 · outbound

This paper cites A review of perceptual expertise in radiology-how it develops, how we can test it, and why humans still matter in the era of artificial intelligence.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant A review of perceptual expertise in radiology-how it develops, how we can test it, and why humans still matter in the era of artificial intelligence

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:09.318836Z

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 b9177699-442a-40b3-9cc5-04e4a696b50b · outbound

This paper cites Analysis of per- ceptual expertise in radiology–current knowledge and a new perspective.Frontiers in human neuroscience, 13:213, 2019.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Analysis of per- ceptual expertise in radiology–current knowledge and a new perspective.Frontiers in human neuroscience, 13:213, 2019

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:09.065419Z

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 c1e3be98-e9b2-4c4c-bc68-b1db14bbcf32 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:08.136177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d4bb282-d014-4ae7-9cd8-26d088976d8a · outbound

This paper cites Chain of agents: Large language models collaborating on long-context tasks.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant Chain of agents: Large language models collaborating on long-context tasks

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:08.856259Z

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.

Pith citing papers

No inbound Pith citation observations are available.