Paper Citation Record · LEDGER

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents

As of 22 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.18999.

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

pith.paper-citation-record.v1
2607.18999 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:50:41.628960Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

34 of 34 outbound references displayed

verified exact6
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d1ac2e64-b74b-4878-adc4-332fc1b2f1d2 · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.461268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef35df8-38f7-41c8-a470-47e5fa783496 · outbound

This paper cites Baichuan-M2: Scaling Medical Capability with Large Verifier System.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Baichuan-M2: Scaling Medical Capability with Large Verifier System

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.481667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b69def-859d-41e1-bfc4-b7e23a9c5660 · outbound

This paper cites MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.494173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a5b265e-c1c0-43da-938c-35c32fa79287 · outbound

This paper cites HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.510342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f696ab0-d1af-4811-8f2b-b3bfd29af333 · outbound

This paper cites DeepSeek-V3 Technical Report.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents DeepSeek-V3 Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.518380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2821cabd-1e76-4bde-a4e2-92962d3d4ed7 · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.522748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 130724bf-2a3c-4ef9-8036-5abded2a10c4 · outbound

This paper cites TSR: Trajectory-Search Rollouts for Multi-Turn RL of LLM Agents.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents TSR: Trajectory-Search Rollouts for Multi-Turn RL of LLM Agents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.527161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2472c8fa-1225-47b6-a773-001cf73b00e2 · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.531163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b2dce3-430b-49ce-9796-d7cdcbdb89d0 · outbound

This paper cites GLM-5: from Vibe Coding to Agentic Engineering.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents GLM-5: from Vibe Coding to Agentic Engineering

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.534483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0632b351-61ce-431e-a9cd-d446ef395e51 · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.538830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74d61818-c0ee-4ad4-94cd-98cf5826d025 · outbound

This paper cites MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.542608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 844c6b64-21b7-4019-bd31-e20727c3b6a1 · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.546601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 226242aa-f197-41df-8e86-46e3fece0c74 · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.551030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccb1fcc4-1012-45da-af33-c2ae16e2e2a2 · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-01T13:53:34.099760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c3897aa3-108b-44ba-9523-ef9645b53bbb · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.558619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d53c98-6f92-4760-aae3-d476ad8b5393 · outbound

This paper cites PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.562762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9269fe31-1e4b-4591-809b-0311d72f3391 · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Understanding R1-Zero-Like Training: A Critical Perspective

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.566853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation becbebed-7c74-40e5-9f01-3e84eaa1a0e4 · outbound

This paper cites Munnangi and S.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Munnangi and S

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-08-01T13:53:33.844145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0787b8db-f917-401f-8d88-08f45d3c96bf · outbound

This paper cites Gpt-5.4 model documentation.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Gpt-5.4 model documentation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.574527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 143d0a0b-d542-4c4f-8cb3-dc7310bf4385 · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-08-01T13:53:33.659530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3dc521d6-9f94-4194-843f-a85d6f9dca49 · outbound

This paper cites EHR-Complex: Benchmarking Medical Agents for Complex Clinical Reasoning.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents EHR-Complex: Benchmarking Medical Agents for Complex Clinical Reasoning

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-01T13:53:33.332394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7e69c047-aa1f-4fdc-8792-d9a9db6512a1 · outbound

This paper cites MeDxAgent: Multi-Agent Consultation for Interactive Medical Diagnosis.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents MeDxAgent: Multi-Agent Consultation for Interactive Medical Diagnosis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.585171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93903424-36d8-4ee6-8ba3-dbc8ff90b669 · outbound

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

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.588881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7131fcbd-0ef7-4b73-8063-2a0156202a0c · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.592589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61f1efaf-ece8-4938-8bd0-6b283f956c81 · outbound

This paper cites Singhal, S.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Singhal, S

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.596256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1afd17c0-f28b-4ecc-b9e6-1afcfe24a205 · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.599919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 866b53e1-e5dc-429d-8298-453b2cfdd76b · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.603224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20b08290-b4f3-4b29-b034-51ad161e04ae · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-01T13:53:32.949532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3f62e49e-ba9d-4574-a1b0-a1d969adb97c · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.610927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74f9d139-c7bc-431e-a198-cff733b2841c · outbound

This paper cites Qwen3 Technical Report.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Qwen3 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.614439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbcab9e2-7f3f-42cf-96fc-05ef87bea4e2 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.618058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 762586d0-cac3-4ed9-a817-2ed514a8ce5d · outbound

This paper cites Zhang, X.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Zhang, X

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.621793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9c2af8-3085-44ee-bf1b-22762fa853ca · outbound

This paper cites Zhang, S.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Zhang, S

Reference 33

Resolution: verified exact; doi, observed 2026-08-01T13:53:32.661037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 14f14668-21ab-4fbc-a2b3-bb0f0c6cef54 · outbound

This paper cites an unresolved cited work.

MedDDC-Eval: Diagnosis-Decoupled Evaluation of Multi-Turn Medical Consultation Agents Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:41.628960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.