Paper Citation Record · LEDGER

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents

As of 23 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 2 inbound Pith citation observations for arXiv:2501.01594.

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

pith.paper-citation-record.v1
2501.01594 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:30:09.500792Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T10:30:27.256710Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T10:37:01.645451Z

Reference resolution

43 of 43 outbound references displayed

verified exact5
verified fuzzy9
unresolved24
parse uncertain0
malformed identifier2
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd0df224-1e38-4657-b47d-9ef685dbf26e · outbound

This paper cites A Survey of Large Language Models.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents A Survey of Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.293458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc2d804-5462-4e6e-a294-952873cabf95 · outbound

This paper cites Large Language Models: A Survey.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Large Language Models: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.299185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d49138-83c3-42f3-bb8e-3f2c283630c1 · outbound

This paper cites GPT-4 Technical Report.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.304181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e07689f1-30c6-4380-9517-0450a670c91c · outbound

This paper cites https://www.anthropic.com/news/claude-3-5-sonnet.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents https://www.anthropic.com/news/claude-3-5-sonnet

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:30:10.773124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c3fd6069-7e4c-4d94-882d-cbe871ae9f98 · outbound

This paper cites M., Rai, S., Ungar, L., Sedoc, J.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents M., Rai, S., Ungar, L., Sedoc, J

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.313828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc77de45-021a-4fe9-ad5b-10c7891fcc19 · outbound

This paper cites Large Language Model for Mental Health: A Systematic Review.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Large Language Model for Mental Health: A Systematic Review

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.318673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f08399-4adf-462f-b4c4-96e03861f9ad · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.323433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f38c51f4-c263-4b2f-ac6b-57e6be24ea1b · outbound

This paper cites PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:30:09.940349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 49dc8259-fe8f-444c-8cf9-911d88ee8081 · outbound

This paper cites R., Fernández-Iglesias, M.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents R., Fernández-Iglesias, M

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T22:30:10.547622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f76090cd-5809-4a84-b348-ea5705cb7871 · outbound

This paper cites LLM Questionnaire Completion for Automatic Psychiatric Assessment.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents LLM Questionnaire Completion for Automatic Psychiatric Assessment

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.337884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cf5091c-7631-4fc0-9c66-686868cea3c2 · outbound

This paper cites PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.343032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3776650-d482-409f-8e60-05a911a9c005 · outbound

This paper cites Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:30:09.884177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6537b25f-2331-4f63-8793-3b1021d889bc · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.353208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7107f48-56f3-4918-97ba-176e40693003 · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T22:30:10.472346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 93e792d6-2e39-4571-965e-5eb9af700e54 · outbound

This paper cites R., Bucur, A.-M., Fodor, L.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents R., Bucur, A.-M., Fodor, L

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T22:30:10.384795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fdd0821c-f485-45ea-b140-5261b7177138 · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 16

Resolution: malformed identifier; no resolver link, observed 2026-08-10T22:30:09.368327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8c1477f-549e-4071-985a-99660d084e28 · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.373293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aebadbb3-8541-4243-ae8e-b9ca100f413d · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.378395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b0c8644-0152-48cb-976f-fa509c1926fd · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 19

Resolution: verified exact; doi, observed 2026-08-10T22:30:09.779593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c70a3c51-d260-4a05-97a0-eadf5505899c · outbound

This paper cites Depression Diagnosis Dialogue Simulation: Self-improving Psychiatrist with Tertiary Memory.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Depression Diagnosis Dialogue Simulation: Self-improving Psychiatrist with Tertiary Memory

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.388197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ecb282d-fd91-4c91-9159-6c4e15c7b6ed · outbound

This paper cites Can Large Language Models Replace Human Subjects? A Large-Scale Replication of Scenario-Based Experiments in Psychology and Management.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Can Large Language Models Replace Human Subjects? A Large-Scale Replication of Scenario-Based Experiments in Psychology and Management

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.393019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9773c7d-8981-4a15-8463-8a8e4c8cba07 · outbound

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

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.398079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c097c60f-8f4c-48dc-94e8-667d411d1b2b · outbound

This paper cites ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.403090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 209842b9-b1a3-46ff-9422-76c380314c92 · outbound

This paper cites A Computational Framework for Behavioral Assessment of LLM Therapists.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents A Computational Framework for Behavioral Assessment of LLM Therapists

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.408191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89deae82-c800-4d12-94f5-b3f58cc023a8 · outbound

This paper cites Towards a Client-Centered Assessment of LLM Therapists by Client Simulation.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Towards a Client-Centered Assessment of LLM Therapists by Client Simulation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.413308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1ea4580-bc40-4981-a7cf-d2e2136955ef · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:30:10.757789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7566cdf0-c7e1-461d-b30b-2ef3f8df6769 · outbound

This paper cites Usage policies.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Usage policies

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:30:10.743114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 25346714-0458-40fc-a001-afb5b5ed9ca3 · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.428286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9386b7fc-047b-4878-8712-60a0813bc4cb · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-10T22:30:09.572258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ef8452de-3378-498a-8b30-c2b8bcbf81ee · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.437048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a46e827b-8403-43e5-93b3-f33d53ba737c · outbound

This paper cites LLM Leaderboard 2024.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents LLM Leaderboard 2024

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:30:10.727514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3b06a24c-476d-4ace-91a5-bb9defe0eb91 · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.445439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afd8a828-0cd9-4e3b-8e1a-68e4e1bc5881 · outbound

This paper cites Introducing Structured Outputs in the API.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Introducing Structured Outputs in the API

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:30:10.711636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 73800b7d-9959-4080-be69-c48db604dde0 · outbound

This paper cites Prompt engineering.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Prompt engineering

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:30:10.695349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b2b82972-63a7-4d2b-a124-9c66128ef94d · outbound

This paper cites Increase output consistency (JSON mode).

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Increase output consistency (JSON mode)

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:30:10.679361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e7b882d8-6bea-4c9b-b274-bf33807b7811 · outbound

This paper cites Use XML tags to structure your prompts.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Use XML tags to structure your prompts

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:30:10.664079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7c14a7d5-df66-42ce-858e-90eb425f9e93 · outbound

This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:09.468224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20b56424-9fbb-46ba-8469-4b89ee34b1d4 · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:30:10.646201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c4057547-a5f5-4479-a5c9-68b6f21a92f5 · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 39

Resolution: verified exact; raw_fallback, observed 2026-08-10T22:30:10.108342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 48ed7f38-7411-4979-96f3-b990e3bf5ee4 · outbound

This paper cites an unresolved cited work.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:30:10.629023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5b6c22e3-5c70-41b3-b760-4d9a5344bd12 · outbound

This paper cites & Carlin, J.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents & Carlin, J

Reference 41

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T22:30:10.613110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a79dd9d4-3734-4661-b500-906e53110fd6 · outbound

This paper cites A coefficient of agreement for nominal scales.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents A coefficient of agreement for nominal scales

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:30:10.596319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 676ad251-05e2-425c-b6bc-a54f2e7d1384 · outbound

This paper cites Hello, I’m Dr. Minsoo Kim, what’s your name?.

PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents Hello, I’m Dr. Minsoo Kim, what’s your name?

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:30:10.580832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 8e3e1dcb-1c82-4a41-ae44-7b298a8634b3 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents

Reference 164

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:57:38.581959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f88492b1-dc48-4128-9c03-f125b49ab0f5 · inbound

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters cites this paper.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-10T10:37:01.646841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.