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Paper Citation Record · LEDGER

Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2403.08495.

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

pith.paper-citation-record.v1
2403.08495 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:13:33.323913Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T14:35:46.543924Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9042a359-5297-4001-9110-61635ea0dae3 · inbound

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

AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-21T13:53:19.578467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T13:53:19.535482Z digest=sha256:1f24b185ca3e40f02015fbdb3fa26861ecdb0b9d7557d6b375e75e510f2ca101

Observation d8c18a0c-4895-4c34-a995-a8f007dab659 · inbound

Simulating Couple Conflict: Designing A Multi-Agent System for Therapy Training and Practice cites this paper.

Simulating Couple Conflict: Designing A Multi-Agent System for Therapy Training and Practice Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-16T14:17:59.035326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T14:17:16.712032Z digest=sha256:92c128a7637d62ccacfd36a16109bf3a8704e77c55ae5e724b4e8374eb1a4319

Observation 54fbcc43-d735-4b14-9074-a41e968a39e4 · inbound

A Patient Simulation Framework for Risk Assessment of Conversational Healthcare AI: Evaluation of an Antidepressant Decision Aid cites this paper.

A Patient Simulation Framework for Risk Assessment of Conversational Healthcare AI: Evaluation of an Antidepressant Decision Aid Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-03T00:13:33.323913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:13:33.323913Z digest=sha256:7bf093d52e1fc325400634dd8d44ad3d63026f8350af12216c5d1847ee112030

Observation 556c7d36-2fb8-46e5-a2fd-ef59502454a9 · inbound

ClinConsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in Chinese Medical LLMs cites this paper.

ClinConsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in Chinese Medical LLMs Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-02T19:31:01.417962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:31:01.417962Z digest=sha256:d5a3d1a3076a13b86fbcd3ab330d679ee9525419afec273149fc5e687bb00d67

Observation 22e5cc1c-7486-4586-b83f-aa4cd6e199b9 · inbound

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support cites this paper.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:01:18.616274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T02:28:31.223645Z digest=sha256:934bedc77abe0c06a51dd93ba6a075e53a0f3edf4a5cf24f3d6895bbdb820059

Observation ba87b17b-1737-4f75-b970-325a9c0fd4d5 · inbound

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support cites this paper.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-20T23:53:51.473589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T23:52:49.750344Z digest=sha256:8016aae8db18974c7097e7c3a19c80225a801099c80cbd861282ab676ba211ad

Observation adb3bac0-5307-40f4-a590-4f9b56acd803 · inbound

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support cites this paper.

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-12T18:48:30.187936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:48:30.187936Z digest=sha256:7d756e798ea9feded30699a0283e760d8fe1088de2aadafeff2c38ca2876ff73

Observation cd28301e-23bf-4b76-8355-1c3339f21a30 · inbound

Active Evidence-Seeking and Diagnostic Reasoning in Large Language Models for Clinical Decision Support cites this paper.

Active Evidence-Seeking and Diagnostic Reasoning in Large Language Models for Clinical Decision Support Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-22T06:21:09.881520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-22T06:21:06.821499Z digest=sha256:9b2568815c818d46d7a0cf29c58f4c7977d87d9ef66255d5cd48f309869845c9

Observation 895672b0-7b86-40e1-aa96-5cdece2ba5dc · inbound

Patients With Personality: Realistic Patient Simulation through Controlled Diversity and Selective Disclosure cites this paper.

Patients With Personality: Realistic Patient Simulation through Controlled Diversity and Selective Disclosure Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-01T14:35:46.545648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T21:15:29.879902Z digest=sha256:63c12bd2995fd190ff07a4138eb395aba26b634cb924b2cfc2c5503d70caf064