Paper Citation Record · LEDGER

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning

As of 6 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2605.20176.

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

pith.paper-citation-record.v1
2605.20176 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T05:19:35.222068Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T15:12:55.633039Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

50 of 50 outbound references displayed

verified exact21
verified fuzzy23
unresolved3
parse uncertain1
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0412e6fb-a1b0-46d3-83bf-a7c25db759a8 · outbound

This paper cites MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.819844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b4e2ed3f-8d18-4a12-b263-43e48e89b59f · outbound

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

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Mdagents: An adaptive collaboration of llms for medical decision-making.Advances in Neural Information Processing Systems, 37:79410–79452

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.769203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 61277e48-d120-4b66-a0fa-0e1fd3cb5914 · outbound

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

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.826084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e00177dc-d2fc-4fb2-9b3b-4cd9118df733 · outbound

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

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning ReAct: Synergizing Reasoning and Acting in Language Models

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-20T05:23:03.811540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 96872977-f7a1-4d93-9252-48a5eba08bc3 · outbound

This paper cites AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:53:19.668674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cb3fc90d-81c6-40e4-b93b-7209e645867c · outbound

This paper cites Huatuogpt, towards taming language model to be a doctor.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Huatuogpt, towards taming language model to be a doctor

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.766926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f2fd2301-ed59-4121-89c4-612dc38c3841 · outbound

This paper cites Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.823103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0685f0aa-b1ae-440c-b71f-c891e6296199 · outbound

This paper cites Medrag: Enhancing retrieval-augmented generation with knowledge graph-elicited reasoning for healthcare copilot.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Medrag: Enhancing retrieval-augmented generation with knowledge graph-elicited reasoning for healthcare copilot

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.785587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ff83fae4-fb82-4f24-ac20-3ffc6c622e9d · outbound

This paper cites Mimic-iii, a freely accessible critical care database.Scientific data, 3(1):1–9.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Mimic-iii, a freely accessible critical care database.Scientific data, 3(1):1–9

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.781383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 57fd8070-cca3-4296-9d3e-3b9f5785471f · outbound

This paper cites Mimic-iv, a freely accessible electronic health record dataset.Scientific data, 10(1):1.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Mimic-iv, a freely accessible electronic health record dataset.Scientific data, 10(1):1

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.772502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b2568e40-b916-4590-801a-590b755f7300 · outbound

This paper cites Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.Scientific data, 6(1):317.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.Scientific data, 6(1):317

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.766757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation af3008aa-9f41-4e08-ad11-ad56e7ef36d7 · outbound

This paper cites Ehr-r1: A reasoning-enhanced foundational language model for electronic health record analysis.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Ehr-r1: A reasoning-enhanced foundational language model for electronic health record analysis

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.805146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c50554dc-da04-49d2-8efa-8ae2031fe0e1 · outbound

This paper cites Ehrxqa: A multi-modal question answering dataset for electronic health records with chest x-ray images.Advances in Neural Information Processing Systems, 36:3867–3880.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Ehrxqa: A multi-modal question answering dataset for electronic health records with chest x-ray images.Advances in Neural Information Processing Systems, 36:3867–3880

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.733863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8efd6fb9-8cd1-41e0-b5d0-cce5b192e105 · outbound

This paper cites Medmod: Multimodal benchmark for medical prediction tasks with electronic health records and chest x-ray scans.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Medmod: Multimodal benchmark for medical prediction tasks with electronic health records and chest x-ray scans

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.769003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0a008a69-c061-437e-8bd9-49e4ef0457af · outbound

This paper cites Mtbbench: A multimodal sequential clinical decision-making benchmark in oncology.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Mtbbench: A multimodal sequential clinical decision-making benchmark in oncology

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.799211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a7dfd920-0513-4861-a366-5fb45e768677 · outbound

This paper cites Ehrnoteqa: An llm benchmark for real-world clinical practice using discharge summaries.Advances in Neural Information Processing Systems, 37:124575–124611.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Ehrnoteqa: An llm benchmark for real-world clinical practice using discharge summaries.Advances in Neural Information Processing Systems, 37:124575–124611

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.783591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4c221ece-10f2-4712-be15-6d6d636ef771 · outbound

This paper cites Agen- tehr: Advancing autonomous clinical decision-making via retrospective summarization.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Agen- tehr: Advancing autonomous clinical decision-making via retrospective summarization

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.802018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a584dd18-f6a6-4985-95ed-fe0cb7c91b64 · outbound

This paper cites Black, Gloria Geng, Danny Park, James Zou, Andrew Y.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Black, Gloria Geng, Danny Park, James Zou, Andrew Y

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.740008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c5702680-b9f2-4923-b672-cba5290f84eb · outbound

This paper cites Medagentbench v2: Improving medical llm agent design.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Medagentbench v2: Improving medical llm agent design

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.751609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d8689a90-6ef0-4cba-8df1-5eb2d5a85def · outbound

This paper cites Ehrnavigator: A multi-agent system for patient-level clinical question answering over heterogeneous electronic health records.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Ehrnavigator: A multi-agent system for patient-level clinical question answering over heterogeneous electronic health records

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.796101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9ed9b0c2-08c6-45e4-9b90-a4cf17f1de9f · outbound

This paper cites Fhir-agentbench: Benchmarking llm agents for realistic interoperable ehr question answering.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Fhir-agentbench: Benchmarking llm agents for realistic interoperable ehr question answering

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.792966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9defdbe5-0aad-4c14-b0d9-8fd845c10528 · outbound

This paper cites Ehragent: Code empowers large language models for few-shot complex tabular reasoning on electronic health records.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Ehragent: Code empowers large language models for few-shot complex tabular reasoning on electronic health records

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.753599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 689658f0-63bc-4f4f-aa4a-5df2cfd67951 · outbound

This paper cites Qwen3.5: Towards native multimodal agents, February 2026.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Qwen3.5: Towards native multimodal agents, February 2026

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.757215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation af6c6320-0f8a-4724-9c9a-94041da21a35 · outbound

This paper cites Claude opus 4.6.https://www.anthropic.com/news/claude-opus-4-6.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Claude opus 4.6.https://www.anthropic.com/news/claude-opus-4-6

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.770864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e17ec26d-e20d-401b-bdde-9d6f09dc9cad · outbound

This paper cites Claude sonnet 4.6.https://www.anthropic.com/news/claude-sonnet-4-6.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Claude sonnet 4.6.https://www.anthropic.com/news/claude-sonnet-4-6

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.730756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e4ec4d79-23d6-49c0-8242-79884ea4fda9 · outbound

This paper cites Glm-4.7: Advancing the coding capability.https://z.ai/blog/glm-4.7.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Glm-4.7: Advancing the coding capability.https://z.ai/blog/glm-4.7

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.771015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0b064642-a113-4971-8267-c1479b45f2f1 · outbound

This paper cites Welcome gemma 4: Frontier multimodal intelligence on device.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Welcome gemma 4: Frontier multimodal intelligence on device

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.747822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 00eda228-d506-4bc5-b4cc-e6ed79c753fd · outbound

This paper cites Forge: Scalable agent rl framework and algorithm.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Forge: Scalable agent rl framework and algorithm

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.778941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8ccb0962-0c67-496f-b474-f614af9e29f4 · outbound

This paper cites Kimi K2.5: Visual Agentic Intelligence.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Kimi K2.5: Visual Agentic Intelligence

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-20T05:23:03.814322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0f71a9bb-ee2a-47cf-a3f8-f0d1503acc83 · outbound

This paper cites Qwen3-VL Technical Report.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Qwen3-VL Technical Report

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-20T05:23:03.788238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8e659031-ba7f-49e9-8de9-e240b8113aaa · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning gpt-oss-120b & gpt-oss-20b Model Card

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-05-20T05:23:03.816682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 803f164f-f8e0-4a36-85b6-7f0da7565864 · outbound

This paper cites MedGemma Technical Report.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning MedGemma Technical Report

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-05-20T05:23:03.778220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 91b07f68-3e01-4d13-8ca1-9937b869e0e7 · outbound

This paper cites Towards generalist biomedical ai.Nejm Ai, 1(3):AIoa2300138.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Towards generalist biomedical ai.Nejm Ai, 1(3):AIoa2300138

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.741734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1dbe41a9-222e-4091-a56c-94c2d4565d11 · outbound

This paper cites Octomed: Data recipes for state-of-the-art multimodal medical reasoning.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Octomed: Data recipes for state-of-the-art multimodal medical reasoning

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.781282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8f172394-090d-4f7b-b2c3-16a0f4052730 · outbound

This paper cites arXiv preprint arXiv:2508.02669 , year=.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning arXiv preprint arXiv:2508.02669 , year=

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.775236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e369dd8a-9cca-442f-b80f-38c719891348 · outbound

This paper cites m1: Unleash the potential of test-time scaling for medical reasoning with large language models.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning m1: Unleash the potential of test-time scaling for medical reasoning with large language models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.771869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 464eb193-c5a0-4621-b6ba-881b915de149 · outbound

This paper cites Llava-med: Training a large language-and-vision assistant for biomedicine in one day.Advances in Neural Information Processing Systems, 36:28541–28564.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Llava-med: Training a large language-and-vision assistant for biomedicine in one day.Advances in Neural Information Processing Systems, 36:28541–28564

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.759091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation da1f518b-a23f-4035-b1de-63da2331eb82 · outbound

This paper cites MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-20T05:23:03.758396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 42886475-78e8-475b-bdc1-4b46479d619d · outbound

This paper cites Deepmed: Building a medical deepresearch agent via multi-hop med-search data and turn-controlled agentic training & inference.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Deepmed: Building a medical deepresearch agent via multi-hop med-search data and turn-controlled agentic training & inference

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.784912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 706342e1-a1e6-413d-8616-866a671c1969 · outbound

This paper cites Pubmedqa: A dataset for biomedical research question answering.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Pubmedqa: A dataset for biomedical research question answering

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.753345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8b00fbfb-fcdd-4425-b00d-cce57b9ada6d · outbound

This paper cites What disease does this patient have? a large-scale open domain question answering dataset from medical exams.Applied Sciences, 11(14):6421.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning What disease does this patient have? a large-scale open domain question answering dataset from medical exams.Applied Sciences, 11(14):6421

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.756972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3b989ed1-1d0e-4019-80d1-15413cfff553 · outbound

This paper cites Medframeqa: A multi-image medical vqa benchmark for clinical reasoning.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Medframeqa: A multi-image medical vqa benchmark for clinical reasoning

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.764261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ca86765d-829e-4960-845c-477932d03578 · outbound

This paper cites MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-05-20T05:23:03.760948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4ce140f6-f5e3-46b0-8bad-1e78a679c766 · outbound

This paper cites Overall” row in the text-only EHR table pools all text-only samples, the “Overall.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Overall” row in the text-only EHR table pools all text-only samples, the “Overall

Reference 44

Resolution: malformed identifier; arxiv_id, observed 2026-05-20T05:23:03.768037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f0011ab7-6a66-465a-b589-fde4ba89c4f2 · outbound

This paper cites an unresolved cited work.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:23:21.747966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1152f49d-2c99-4924-8e06-b601643e7dbe · outbound

This paper cites an unresolved cited work.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Unresolved cited work

Reference 46

Resolution: parse uncertain; raw_fallback, observed 2026-05-20T05:23:21.773142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e68becfa-2db6-49bb-a5c1-d6e46fa1aad4 · outbound

This paper cites an unresolved cited work.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:23:21.776797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 33afdc71-0e79-45bb-b919-2d5910096c1b · outbound

This paper cites sql_query.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning sql_query

Reference 48

Resolution: malformed identifier; raw_fallback, observed 2026-05-20T05:23:21.763803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 29492cd6-f564-421e-8278-e48aff50f645 · outbound

This paper cites an unresolved cited work.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-05-20T05:23:21.774983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b355046c-1cc1-461d-86da-f4b85b0268d6 · outbound

This paper cites sql_query.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning sql_query

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-20T05:23:21.749858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 2e5865af-d8af-4847-8ff7-538da77d1725 · 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 ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning

Reference 265

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 523576db-bd4b-459c-ad98-19ecad00633b · inbound

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents cites this paper.

Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T15:12:55.633039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.