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Paper Citation Record · LEDGER

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows

As of 5 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 3 inbound Pith citation observations for arXiv:2603.24649.

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

pith.paper-citation-record.v1
2603.24649 v2

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T00:07:22.106337Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T06:30:16.612345Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

55 of 55 outbound references displayed

  • verified exact25
  • verified fuzzy20
  • unresolved1
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch7

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 7e99fe2f-bf92-4a9a-930d-6a52c0c6b87d · outbound

This paper cites URLhttps://www.nature.com/articles/sdata2018251.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows URLhttps://www.nature.com/articles/sdata2018251

Reference 1

Resolution
metadata mismatch
doi, observed 2026-05-15T00:08:21.230812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:e8f8cd40347b5099aaaf5a0083d869d9a99ae40a6a7045368cea83459700e1ff

Observation 8b5126fb-fe0e-4dc9-aeeb-ab93a88cbb0f · outbound

This paper cites Slake: A semantically- labeled knowledge-enhanced dataset for medical visual question answering.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Slake: A semantically- labeled knowledge-enhanced dataset for medical visual question answering

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.677784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:56e02b511e13bde623b2bf5fd345654c985dbe21de772ac0fbe18368997fe68c

Observation d64d33f4-50da-4aa0-9b21-c8c002083005 · outbound

This paper cites HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T00:08:21.666841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:3c71a3dfd15ff15b819b45b982fe9e8c19ab35018f1fb92d59d6248da4d75b0b

Observation 4193245c-9906-4571-930d-ee2af753ed06 · outbound

This paper cites Medxpertqa: Benchmarking expert-level medical reasoning and understanding.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Medxpertqa: Benchmarking expert-level medical reasoning and understanding

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.674110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:9689e364332615c724dc7cdbd752dc76ba53980701bab95a314ee67951396a65

Observation 93c3c298-9fa1-4e01-8b3c-cb8824dd2751 · outbound

This paper cites Medxpertqa dataset card.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Medxpertqa dataset card

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.679600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:00a539d22ac906e43161584078f06f11b32ffbb1a6ee7403e8d04ce520c3cc80

Observation 2ae2a9c7-4e3b-4fc2-89c4-dbebfca85cc0 · outbound

This paper cites The last mile: Where artificial intelligence meets reality.Journal of Medical Internet Research, 21(11):e16323.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows The last mile: Where artificial intelligence meets reality.Journal of Medical Internet Research, 21(11):e16323

Reference 6

Resolution
malformed identifier
doi_truncated, observed 2026-05-15T00:08:21.232913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:d396494a126d6574d3a2d5992f595eb4065cf7ed84f253159015fd6f165cc8de

Observation 3004c292-1e32-4453-8581-1a4b7556f25e · outbound

This paper cites van Genderen.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows van Genderen

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-05-15T00:08:22.675928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:a9445f5dd94ad44f5c902cabf38ba8138388565a3b8ae6e7909370d26f077ceb

Observation f349f1e0-97f4-41b6-83ed-3009c8209efb · outbound

This paper cites Implementing artificial intelligence algorithms in the radiology workflow: Challenges and considerations.Mayo Clinic Proceedings: Digital Health, 3(1):100188.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Implementing artificial intelligence algorithms in the radiology workflow: Challenges and considerations.Mayo Clinic Proceedings: Digital Health, 3(1):100188

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.228454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:b691b0e81ca68a5341399128150085b757a1a5c25144d38889bbaf095d460bf2

Observation b13f09af-ac32-4ac8-a09c-5dce769d6ad5 · outbound

This paper cites two-slice-touch.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows two-slice-touch

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.661920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:7ac915500b0f56e3db9a2d6971837b9aed1fa0c95d1295dfa87139590065f151

Observation 5555bac4-5cc2-4961-8ed3-bffbed532d38 · outbound

This paper cites an unresolved cited work.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-05-15T00:08:21.212956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:b91ec4b46c11c3225efaeeb2083e77d3675501d68e466617e522acb8eb789bfe

Observation 9dde1b16-eaa1-42e4-bad0-07185b0e1b02 · outbound

This paper cites Qureshi, Andrew Shah, Rosemary J.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Qureshi, Andrew Shah, Rosemary J

Reference 11

Resolution
verified exact
doi, observed 2026-05-15T00:08:21.217249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:31034880534db35bb476f2fd022d651ebf30ae51c2b5f29bfecf433913ed5c3a

Observation 2db86338-7d8a-4c14-8af1-5b7cf636b624 · outbound

This paper cites an unresolved cited work.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-15T00:08:22.663703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:9ffae2d33b3fa579f9d9a8a64e3c2439a0e42baf81952209586e7b63594e5ab8

Observation a1ad7b1d-df87-432d-8b08-e3eca045f2a4 · outbound

This paper cites Fedorov, R.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Fedorov, R

Reference 13

Resolution
metadata mismatch
doi, observed 2026-05-15T00:08:21.219717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:a74d0037351773f5c097b1abd80f05dcc5a8844352ab4cdcaf4e59816c03d01e

Observation 6bbf501f-0440-4a3a-b85d-44aede8f240a · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:14:19.084463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:0107f507c5d4e99a9b27273bcf3e1fced8813b1c34b1a438050bd62724d4577c

Observation 3b1f670e-5204-4902-bb3b-19f224fb572b · outbound

This paper cites Omnimed- vqa: A new large-scale comprehensive evaluation benchmark for medical lvlm.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Omnimed- vqa: A new large-scale comprehensive evaluation benchmark for medical lvlm

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.658128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:7c785f7d70b09c77bcd533e7fbe74adfdc4f8c185869c6d1470864e1d8331e34

Observation 67e0c7dd-ed8d-44b2-a62f-18c711e9949e · outbound

This paper cites PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-15T23:08:22.083800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:0bba193cc46c43a6d443bad89e044930f22180700ec3622610cd53e22a2e7cc6

Observation df0f75b1-79c5-4e61-8304-a527f1641e29 · outbound

This paper cites Capabilities of GPT-5 on Multimodal Medical Reasoning.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Capabilities of GPT-5 on Multimodal Medical Reasoning

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T00:08:21.648595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:fd2281bcdc5f59d8099a99ecbcbf08dc3f59d9294a9d5acfd4b28f34d70692cb

Observation ce91ab83-a680-4a92-9982-6d73f658c08c · outbound

This paper cites Benchmarking the diagnostic performance of open source llms in 1933 eurorad case reports.NPJ digital medicine, 8(1):97.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Benchmarking the diagnostic performance of open source llms in 1933 eurorad case reports.NPJ digital medicine, 8(1):97

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.672138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:e0095d09f2251729ebdef3c5bc95cccbc4be5cef798d10ea7c1d6f681621c144

Observation b95a255a-796e-4361-a4bd-564b9bbeaca8 · outbound

This paper cites Medical thinking with multiple images.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Medical thinking with multiple images

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.669809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:6144a111f8339883d71610e8227d6f9fa2063d6c94e879090afccb69ec7c026e

Observation fee7c87a-2a2a-4d9e-a950-73d857763fa9 · outbound

This paper cites Evaluating reasoning faithfulness in medical vision-language models using multimodal perturbations.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Evaluating reasoning faithfulness in medical vision-language models using multimodal perturbations

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.663755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:298086c704a08f6b6b6b56b42de025516bdec55dacac18ef75cb8d6219009721

Observation ac8f4032-6a50-4797-a3d0-be6e09fe0161 · outbound

This paper cites MedRAX: Medical Reasoning Agent for Chest X-ray.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.622129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:a27f9784707237eacac820178c2a95e39ae98f1eb1e6dffe682bb9c59730c53e

Observation ecf9811b-37ca-49e9-841e-f3abdf3d7384 · outbound

This paper cites NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.633957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:9721dbf29cd68dc0cec6c9e1d891ff3ea46ab9e37fbead67cbf0a94355675973

Observation dabc092e-4fc4-4e5b-90f8-625ec44e859d · outbound

This paper cites Med-glip: Advancing medical language-image pre-training with large-scale grounded dataset.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Med-glip: Advancing medical language-image pre-training with large-scale grounded dataset

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.660864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:2feee8837dea8fe2c95211c54fc611588f5e1b3211780701b046a6e26b2f1a77

Observation 75d46028-ac70-4dd0-a70d-fed6732032b6 · outbound

This paper cites Cxpmrg-bench: Pre-training and benchmarking for x-ray medical report generation on chexpert plus dataset.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Cxpmrg-bench: Pre-training and benchmarking for x-ray medical report generation on chexpert plus dataset

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.651635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:2ccf32225d73b46031de767a505518d9863dac339f611cf6a8c1e59901231fcf

Observation 095bdea2-e5dd-45b4-bfd3-ccac875b7870 · outbound

This paper cites The landscape of medical agents: A survey.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows The landscape of medical agents: A survey

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.653482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:0cdc6ac3b81496272e1e7bfa1882e0f7ef831f53550d90052b5776ef66aa76fa

Observation 4cc0ba48-2da2-4474-96ae-cfe6a443a2de · outbound

This paper cites Mdagents: An adaptive collaboration of llms for medical decision-making.Advances in Neural Information Processing Systems, 37:79410–79452.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Mdagents: An adaptive collaboration of llms for medical decision-making.Advances in Neural Information Processing Systems, 37:79410–79452

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.649546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:c90adbfe8384ca49c992f4f9f68489aefe58cb65153b81250519180b7d956b9c

Observation 1db67b3c-3b9e-41a0-8271-9253ea5de852 · outbound

This paper cites Medvlm-r1: Incentivizing medical reasoning capability of vision-language models (vlms) via reinforcement learning.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Medvlm-r1: Incentivizing medical reasoning capability of vision-language models (vlms) via reinforcement learning

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.665622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:99afa5264802525f0fb0fff9230693a5caac31b1ed90e060c20752442de4616e

Observation e9eeecb9-19f0-4181-b657-a9f3c1fa1762 · outbound

This paper cites MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.619019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:4314ee8028d7d79f562278935ec186625107272dbcc9a73bad1aa675ea9d481e

Observation 7d2e8f75-08d5-4bd4-9ba7-324fe7bebb77 · outbound

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

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 29

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T00:08:21.657934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:d6887a591d3e267557ce93536644f498f3eee694fb85faa4af552b967e582683

Observation 76d70071-1b25-4750-a065-10378eff9967 · outbound

This paper cites Ask patients with patience: Enabling llms for human-centric medical dialogue with grounded reasoning.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Ask patients with patience: Enabling llms for human-centric medical dialogue with grounded reasoning

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.656263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:aa5431e8b6b1a87a8e2e36a302562a3cb53c5b1e2f1b26db2abccfadad7063f5

Observation a29db162-fabb-43d6-8b81-47665195875f · outbound

This paper cites Title” is the title of the source case report that the question-answer pair was derived from, “pmc id.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Title” is the title of the source case report that the question-answer pair was derived from, “pmc id

Reference 31

Resolution
metadata mismatch
doi, observed 2026-05-15T00:08:21.224323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:c2d6f6d9ec7ae6fbfdd40d5a13432191670ccf8fb780bfe9a14e1b7dce0bc8c0

Observation 8a232ec7-7dba-4b4b-8c72-3c5ef9d5ffd4 · outbound

This paper cites CXR-Agent: Vision-language models for chest X-ray interpretation with uncertainty aware radiology reporting.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows CXR-Agent: Vision-language models for chest X-ray interpretation with uncertainty aware radiology reporting

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.613120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:55ffc4b4a7c2827990dff4041af20c0354ac21f4e2ddcc0b1ff9d685e19750a0

Observation 9589139f-ff31-4c71-b7ad-ec2ad111b40b · outbound

This paper cites Mmedagent: Learning to use medical tools with multi-modal agent.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Mmedagent: Learning to use medical tools with multi-modal agent

Reference 33

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verified exact
doi, observed 2026-05-15T00:08:21.222119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:19f5ecb47c13b0cacbbf7a159df9fc9ac78daa48d4b0c96523772f340bc59324

Observation 36d20a5d-2e48-415e-96a1-7c7fb1d63b33 · outbound

This paper cites MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.609999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:e38c43fd6547c0cbd1e248bddf0d2a5b7b1c3f42136c2d86e3ed597089ffcffb

Observation c1bed964-ce60-44a3-a338-5d7dcaeff3d3 · outbound

This paper cites Rexgroundingct: A 3d chest ct dataset for segmentation of findings from free-text reports.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Rexgroundingct: A 3d chest ct dataset for segmentation of findings from free-text reports

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.651596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:c86143cc804c9701141806c6a21efc0aa1e18a2a93318c8c397d78bb2941d01d

Observation 7c566e76-1737-4cda-9fe1-a798c449c5eb · outbound

This paper cites Guttag, and Adrian V.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Guttag, and Adrian V

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.631127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:dfdb4cd2239114b309795c54427c91f9964bb80a3755e1a2e97a228014f4cb2b

Observation 57320cdb-7bbf-439d-bd07-5ee4af24bc26 · outbound

This paper cites CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.636877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:639b14d9c31f098fd0031c6f20196eab27a88fcd0d054c91c15b42d7badf6462

Observation f049f564-465f-4211-9f98-b0b8aab2e582 · outbound

This paper cites How Well Can Modern LLMs Act as Agent Cores in Radiology Environments?.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows How Well Can Modern LLMs Act as Agent Cores in Radiology Environments?

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.615853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:e296e73e2a259686f3d0b1f616f580640b01cd2782276b684c44f6a5a4a6d8f8

Observation 36ff2a84-0f87-450e-849a-55a07a7315fa · outbound

This paper cites Medagentbench: A virtual ehr environment to benchmark medical llm agents.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Medagentbench: A virtual ehr environment to benchmark medical llm agents

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.667662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:815551ccd1e0937dd4ca7878ac2a1fc0552843e6b0c10a7db3c8364c5346ec6f

Observation 1f32031f-31bf-48a3-8eb0-10c1c9f10b58 · outbound

This paper cites SlicerChat: Building a Local Chatbot for 3D Slicer.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows SlicerChat: Building a Local Chatbot for 3D Slicer

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.639510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:6e8aed8de45fa54334e65c6d6f6e06f05929597530dfc92abe710c297f1a2933

Observation 0b6743a3-5a9f-44a7-997a-10c8f2e393df · outbound

This paper cites 3d and 2d radiology copilot integration in 3d slicer.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows 3d and 2d radiology copilot integration in 3d slicer

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.641310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:8e116c6035e1cd20a390a2f6b51be813c498176f88cc7f4c646cc4159888d274

Observation c15d44c0-e03a-48ce-8a9a-29e73a293715 · outbound

This paper cites OpenClaw: Personal ai assistant.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows OpenClaw: Personal ai assistant

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.643406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:5e3ce59b1698a9e6f7d0feeb652743f542f056cebf630a6bd26d0c3702cf4dd1

Observation 40a083ba-a277-4dde-95e2-adaf9b2ec306 · outbound

This paper cites OpenClaw documentation: Tools and plugins.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows OpenClaw documentation: Tools and plugins

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.645390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:cf06c2eab394e0dc256fa19593705fb382938aaa8f83088175728a04be393271

Observation 95cbee26-f2e2-4088-aa96-2258ea3a6913 · outbound

This paper cites OpenClaw documentation: Sandbox vs tool policy vs el- evated.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows OpenClaw documentation: Sandbox vs tool policy vs el- evated

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.647359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:42019cee10f1b57cceb88303ff653fa17b0611d36121d4f37fe0e82cc4ac5439

Observation 19f748e2-0074-40f9-a68e-7f5a8e71f256 · outbound

This paper cites OpenClaw documentation: Sandboxing.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows OpenClaw documentation: Sandboxing

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.660096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:8aedabc5a32d3ea9e78c3a7e788e74ddbfc2615d186341e1aa639437442246f8

Observation 4cae436a-792c-4fd9-acfd-2cec224ef96c · outbound

This paper cites MONAI: An open-source framework for deep learning in healthcare.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows MONAI: An open-source framework for deep learning in healthcare

Reference 46

Resolution
metadata mismatch
local_arxiv, observed 2026-05-15T00:08:21.645532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:ce8e926ea7a69c391c134b37a4d8a2e1d81aff6a164b5ab1205bdae90c383a1c

Observation 03fdd5c6-bf2e-4047-a922-8731bebb59ab · outbound

This paper cites Hasan, Vivek V.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Hasan, Vivek V

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.637505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:617000868cf253e3d2c8c6c169f3c4c35bf94a9bec3745085f6e6e506abdf9fb

Observation 09b23c0d-d697-4e7f-8229-130a9fb00378 · outbound

This paper cites CEUR Workshop Proceedings.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows CEUR Workshop Proceedings

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T00:08:22.639411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:214b5b0cec364710a62c280b6f01120f82ec55bad991c3224156156260691270

Observation e782d200-d755-4066-bb32-4f9771c1e346 · outbound

This paper cites DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.606937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:0a8a12ceb7305ee54256dcd335e4e6d7e2b5e34eaac99d4241f7a6da2080a0c7

Observation f4f07b83-8e0f-4122-91d8-b73d9d7f8d7a · outbound

This paper cites 3d-rad: A comprehensive 3d radiology med-vqa dataset with multi-temporal analysis and diverse diagnostic tasks.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows 3d-rad: A comprehensive 3d radiology med-vqa dataset with multi-temporal analysis and diverse diagnostic tasks

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.654528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:9ce53b346132049fb479ef722d6fed77a4509ec0a112e198ca651b22af0551c8

Observation effde7a5-0394-4b52-bd07-092c0698a0f5 · outbound

This paper cites Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-07-23T01:23:29.085618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:8f5bcc2c1be5fa4f3cbf31878459600958201d5bb4738219dc740d407ec591d6

Observation 716d1eac-aa8c-4bf3-bf60-7db841deba86 · outbound

This paper cites REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.602852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:387582e7a0965c9d8d604aa77f73571602acbc790a3147f467873ac9ccf3a323

Observation e770c139-3bb5-4f66-bc6c-3423df525f8f · outbound

This paper cites Sequential Diagnosis with Language Models.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Sequential Diagnosis with Language Models

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.599835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:acb3ccecdc43821062452001f65e9daeac7f9274439972c7a0f2982652ee49e5

Observation a406c848-756a-4b28-b6d2-81e1940cfe1a · outbound

This paper cites and Rudie, Jeffrey D.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows and Rudie, Jeffrey D

Reference 54

Resolution
verified exact
doi, observed 2026-05-15T00:08:21.215284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:aac7492013031dc84c8172a14472472caad92f51c12e2e7f0f0fa93e22b60696

Observation 1922c069-4444-45b8-b41d-c21fd4b9438b · outbound

This paper cites A radiogenomic dataset of non-small cell lung cancer.Scientific Data, 5:180202.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows A radiogenomic dataset of non-small cell lung cancer.Scientific Data, 5:180202

Reference 55

Resolution
verified exact
doi, observed 2026-05-15T00:08:21.210923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:446b883416d149687cb9426c91e77e87732c3712d1721c1d9da7a16d09510a74

Pith citing papers

Observation caf45714-2140-4aa1-a2d9-3941c3d042a7 · inbound

Evo-MedAgent: Beyond One-Shot Diagnosis with Agents That Remember, Reflect, and Improve cites this paper.

Evo-MedAgent: Beyond One-Shot Diagnosis with Agents That Remember, Reflect, and Improve MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows

Reference 19

Resolution
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arxiv_id, observed 2026-05-14T02:56:22.187610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T12:35:32.915685Z digest=sha256:9cb6a1975980bcbe1c9868529ead18eaee69bf218bace382edd72c0bd8b5d7a7

Observation 2c553a2e-c8c7-4dfa-b6bb-b01797f417fc · inbound

GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI cites this paper.

GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows

Reference 22

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T02:56:22.187610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T20:54:50.599338Z digest=sha256:6c45031fae1a47f757ce433a56ccbca19130952e9c34f039234f6fa641913b92

Observation 70532186-dfec-49e1-910f-e48757e2a24f · inbound

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy cites this paper.

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows

Reference 220

Resolution
unresolved
no resolver link, observed 2026-07-14T06:30:16.612345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T06:30:16.612345Z digest=sha256:c9868a12754e6fb9d2ccc61392bde4be060466ffb2d7ed82612d3df401077111