Paper Citation Record · LEDGER

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.05520.

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

pith.paper-citation-record.v1
2507.05520 v3

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:29:03.551701Z

measured 27 of 27 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

27 of 27 outbound references displayed

verified exact0
verified fuzzy16
unresolved10
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f717f63b-55f2-4e0a-9bec-ace7afe65126 · outbound

This paper cites A Comprehensive Review on Synergy of Multi- Modal Data and AI Technologies in Medical Diagnosis.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA A Comprehensive Review on Synergy of Multi- Modal Data and AI Technologies in Medical Diagnosis

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:08.913939Z

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 318268f6-fb65-4a2c-b143-de18eba53b29 · outbound

This paper cites an unresolved cited work.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:29:08.653831Z

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 61c0b7a8-e318-43ff-b713-c72a301f2d58 · outbound

This paper cites Investigating the Catastrophic Forgetting in Multimodal Large Language Models.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Investigating the Catastrophic Forgetting in Multimodal Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:00.353733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 830c8417-c577-474e-84f2-97c0b6399693 · outbound

This paper cites L., Boddupalli, D., Nundy, S., et al.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA L., Boddupalli, D., Nundy, S., et al

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:08.431987Z

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 a88aac99-9eca-4741-ab36-8d155c4286f7 · outbound

This paper cites Col- laborative clinical reasoning: a scoping review.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Col- laborative clinical reasoning: a scoping review

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:08.157634Z

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 d3740359-64a9-43a9-ae24-acd92c6a13a9 · outbound

This paper cites an unresolved cited work.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:29:07.914429Z

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 75a7290b-dae7-4892-b611-87d15aca960f · outbound

This paper cites C., Okobi, O.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA C., Okobi, O

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:07.673933Z

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 15791142-0acf-460b-932e-c1735925a81a · outbound

This paper cites Anderson, C.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Anderson, C

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:07.382286Z

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 8c10b7b6-70e9-4141-9905-27d3ef7b2633 · outbound

This paper cites It’s time to bench the medical exam benchmark,.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA It’s time to bench the medical exam benchmark,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:07.113064Z

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 5c363b81-10f0-41db-9f24-d20e57cb0aee · outbound

This paper cites Primiero, Gisele Gargantini Rezze, Liam J.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Primiero, Gisele Gargantini Rezze, Liam J

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:06.870180Z

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 8a13d7c5-4035-4c2d-8507-7c381bcebb12 · outbound

This paper cites Advancing Multimodal Medical Capabilities of Gemini.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Advancing Multimodal Medical Capabilities of Gemini

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:01.364222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a95b619-4107-4f0f-ac58-3529525c516a · outbound

This paper cites SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:01.511650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c19609f5-f58f-4e6d-bc93-569858f7ea8e · outbound

This paper cites MedCoT: Medical Chain of Thought via Hierarchical Expert.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA MedCoT: Medical Chain of Thought via Hierarchical Expert

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:01.699812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e569d21-61f7-44ec-90ed-8cc6eaadce34 · outbound

This paper cites Karthikesalingam and V.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Karthikesalingam and V

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:06.353167Z

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 9757e2e7-8b60-4d22-81fb-93948bed4bc1 · outbound

This paper cites Analyzing diagnostic reasoning of vision–language models via zero-shot chain-of-thought prompting in medical visual question answering,.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Analyzing diagnostic reasoning of vision–language models via zero-shot chain-of-thought prompting in medical visual question answering,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:06.123664Z

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 144c0015-e079-4377-833d-631aa4be980c · outbound

This paper cites Diagnostic reasoning prompts reveal the potential for large language model inter- pretability in medicine,.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Diagnostic reasoning prompts reveal the potential for large language model inter- pretability in medicine,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:05.879671Z

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 1cc1127a-aaef-44a6-8bc4-255e512c6ad0 · outbound

This paper cites Benchmarking Retrieval-Augmented Generation for Medicine.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Benchmarking Retrieval-Augmented Generation for Medicine

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:02.466527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 412b202a-a5a9-4f1b-ba05-69cad54466a0 · outbound

This paper cites Rationale-guided retrieval aug- mented generation for medical question answering,.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Rationale-guided retrieval aug- mented generation for medical question answering,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:02.564255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13198d30-508f-496c-8db1-232675a57e2d · outbound

This paper cites Med- FrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Med- FrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:02.685248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e8edb86-9dcc-4e49-ae7a-b281244e8e44 · outbound

This paper cites an unresolved cited work.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:29:05.639936Z

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 fa150f68-9a05-4c72-842c-d17b80a1d0bc · outbound

This paper cites DermaVQA-DAS: Dermatology assessment schema (DAS) and datasets for closed-ended question answering and segmentation in patient-generated dermatology images,.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA DermaVQA-DAS: Dermatology assessment schema (DAS) and datasets for closed-ended question answering and segmentation in patient-generated dermatology images,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:05.369086Z

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 d573c81c-0e40-4b6e-b657-4a7e955599eb · outbound

This paper cites Accessed: May 26, 2025.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Accessed: May 26, 2025

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:05.081306Z

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 fafe9bde-3f29-4eba-a49c-115d0ec66276 · outbound

This paper cites Accessed: May 25, 2025.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Accessed: May 25, 2025

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:04.794778Z

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 60fb2a69-9f33-4a45-b636-1fc56c8c5ba6 · outbound

This paper cites Evidence extraction to validate medical claims in fake news detection,.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Evidence extraction to validate medical claims in fake news detection,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:04.599012Z

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 e3db3737-f38e-4596-827e-9f8641cdcfce · outbound

This paper cites Reimers and I.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Reimers and I

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:04.346027Z

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 d3e6b71b-ecf9-4173-a833-51e017bc4449 · outbound

This paper cites Initial Reasoning The question asks for the best label(s) to describe the affected area based on the provided evidence.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Initial Reasoning The question asks for the best label(s) to describe the affected area based on the provided evidence

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:29:04.098804Z

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 dcb9577f-e5dc-4e35-a015-b5d0ef0239ef · outbound

This paper cites an unresolved cited work.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Unresolved cited work

Reference 2024

Resolution: parse uncertain; raw_fallback, observed 2026-08-06T19:29:06.582332Z

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.