Paper Citation Record · LEDGER

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

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 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 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:49:33.575050Z

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 2026-08-15T06:32:42.880941+00:00.

Observation c7e1337e-c53e-44ea-837d-afe219a09776 · inbound

PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation cites this paper.

PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T15:49:33.575050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d21d1301-403a-4feb-91e8-c7fdb7632add · inbound

Critique of Impure Reason: Unveiling the reasoning behaviour of medical Large Language Models cites this paper.

Critique of Impure Reason: Unveiling the reasoning behaviour of medical Large Language Models Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-11T11:11:20.456418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-15T06:32:42.880941+00:00.

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.

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.

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 2026-08-15T06:32:42.880941+00:00.

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.

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 2026-08-15T06:32:42.880941+00:00.

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.

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.

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 2026-08-15T06:32:42.880941+00:00.

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 2026-08-15T06:32:42.880941+00:00.

Observation 0d2480b1-1637-4574-9f25-f0f83cda72a8 · inbound

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments cites this paper.

ResidencyRL: Reinforcement Learning in Simulated Clinical Environments Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-10T04:59:12.619999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.