Paper Citation Record · LEDGER

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

As of 22 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 3 inbound Pith citation observations for arXiv:2501.09484.

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

pith.paper-citation-record.v1
2501.09484 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:03:00.383753Z

measured 44 of 44 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:07:32.808708Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T11:06:01.318864Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7fbafb52-6581-44ba-8d14-80f32a756719 · outbound

This paper cites GPT-4 Technical Report.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.157517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53e46520-1269-46ba-b2f8-6ce19c802cea · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:01.162899Z

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 23953c10-d3b1-46e6-b6d0-d76b37173027 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:01.145168Z

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 47cddf98-ec3e-4d89-89ef-206b232e571b · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.175735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 326e369c-d909-4d34-b2df-cdda90498944 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:01.117772Z

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 86ba0342-4f96-4af2-b860-5199ffe55137 · outbound

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

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.187349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee4be4ce-6649-41a0-943a-6f446816d5ef · outbound

This paper cites The Llama 3 Herd of Models.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators The Llama 3 Herd of Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.194281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64baf593-3e09-4924-8a5d-26cfcd80d78f · outbound

This paper cites Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.200552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e39d41-1f5f-4d1b-8ede-14001f931a48 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Measuring Massive Multitask Language Understanding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.206173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a3492af-3fad-49fe-9954-aa3137163728 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators LoRA: Low-Rank Adaptation of Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.212072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a889045-2bbc-4cf6-b5f2-9b30bed8cac5 · outbound

This paper cites Mixtral of Experts.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Mixtral of Experts

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.217659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bf049d2-7d8a-4315-9857-5ef35c89e222 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.223102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e24af9d3-1104-408b-b4ef-002db1861a4f · outbound

This paper cites PubMedQA: A Dataset for Biomedical Research Question Answering.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators PubMedQA: A Dataset for Biomedical Research Question Answering

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.228290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 896d879d-9668-44af-a20e-cbd25c12dcd9 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:01.087866Z

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 bccd6702-cff5-4183-af0c-b3d6dbb3f542 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:01.070507Z

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 067212fb-e11d-47f6-ac7e-8e1087c66bb3 · outbound

This paper cites Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.244723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdc4d347-36d3-4c4e-9e1b-dd16c2e2904e · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:01.051624Z

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 e990ceda-3eb0-4f31-905e-88d6eedbd3f2 · outbound

This paper cites DeepSeek-V3 Technical Report.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators DeepSeek-V3 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.255792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b19d19d-687b-4f1d-a5c2-66ba6ddbae9f · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.263019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce35ff15-0583-45cf-b8f1-8766c2865fa5 · outbound

This paper cites Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.269190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd55ebc3-9520-4327-98a5-013b06ab6c2f · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:01.032856Z

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 04e442d4-4f6a-48cb-afd2-a9280edbe120 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:01.015137Z

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 3f754fa3-1dec-4c69-bad0-3f1252f5125c · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.286170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8eef7e7-57ee-4032-99d4-6693bffd4f5b · outbound

This paper cites Interactive Agents: Simulating Counselor-Client Psychological Counseling via Role-Playing LLM-to-LLM Interactions.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Interactive Agents: Simulating Counselor-Client Psychological Counseling via Role-Playing LLM-to-LLM Interactions

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.291370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bb127e1-8679-4c04-925f-d68fe0cff76a · outbound

This paper cites Capabilities of Gemini Models in Medicine.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Capabilities of Gemini Models in Medicine

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.296670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef696952-e1bc-4197-85b1-3a0518e60969 · outbound

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

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.301918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efea2dea-49b3-4d75-8e54-88668eaa44f7 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.307705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 424c5d90-5eb2-4c9b-9582-46b045957190 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.313059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f9e816c-98ee-4a13-bdce-a8c2b45e60dd · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:00.965906Z

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 510490fd-8ef7-49b0-88ff-cb848a05215c · outbound

This paper cites MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.323825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0667bb3-d8a9-4766-b3e9-1a5c48780827 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Gemini: A Family of Highly Capable Multimodal Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.329755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a60c292-1a49-4008-9d9b-40e3c2ca9d6a · outbound

This paper cites ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.335442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f1a23a-2d36-45cc-a1fe-d284afeedab3 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:03:00.949038Z

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 0e1dfb53-48b6-4faa-b8df-7de0266d8993 · outbound

This paper cites Towards Conversational Diagnostic AI.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Towards Conversational Diagnostic AI

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.346503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11228e35-be81-4e62-8419-3e1046b3488c · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.352265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f06fd7dc-6a73-47ed-8f03-5eb7e7436b7f · outbound

This paper cites A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.357288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c7bd559-1850-40ff-9d32-f4f8f5da2911 · outbound

This paper cites Qwen2.5 Technical Report.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Qwen2.5 Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.362247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 027e48ff-66a8-408c-b940-9de920510ed6 · outbound

This paper cites an unresolved cited work.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.367248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8605eefa-73d1-4ad4-8ed2-8ce4701a961b · outbound

This paper cites UltraMedical: Building Specialized Generalists in Biomedicine.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators UltraMedical: Building Specialized Generalists in Biomedicine

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.372246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9e94060-8d7a-45d4-8718-ee3d01b7d169 · outbound

This paper cites online" 'onlinestring :=.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators online" 'onlinestring :=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.377599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6948e4c-eda9-402c-bd1c-3cc268d9d0af · outbound

This paper cites write newline.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T20:03:00.383753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5d2c3be1-739e-454f-8a05-fce427644dc7 · inbound

Efficient Medical VIE via Reinforcement Learning cites this paper.

Efficient Medical VIE via Reinforcement Learning Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:07:32.808708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b16da805-d488-4dfe-94d4-976aa2d2fb04 · inbound

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

Baichuan-M2: Scaling Medical Capability with Large Verifier System Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T11:50:14.163430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bfe298e-6eed-4cb1-9b46-dbe112cac2dc · inbound

METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues cites this paper.

METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:06:01.330325Z

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.