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Paper Citation Record · LEDGER

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters

As of 11 August 2026, this Paper Citation Record lists 100 of 102 outbound references and 0 inbound Pith citation observations for arXiv:2607.08257.

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

pith.paper-citation-record.v1
2607.08257 v1

Coverage vector

measured 100 of 102 reference resolution

Typed states for the displayed outbound observations.

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

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

100 of 102 outbound references displayed

  • verified exact26
  • verified fuzzy44
  • unresolved27
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e126c272-ed91-4f00-8621-525a4d7e1f36 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.914793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9734fb379b7b24dbec1bb333218b6e3b57bfbc9d9786bb52eb63ba9bba224b41

Observation 479206b0-6833-4494-91eb-2bf81355fb14 · outbound

This paper cites Use of generative artificial intelligence (ai) in psychiatry and mental health care: a systematic review.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Use of generative artificial intelligence (ai) in psychiatry and mental health care: a systematic review

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.035562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1709084ab5b294ca3949c18b017f79ff3c658189001e8d8b4182337c07ba4ebb

Observation cdbeabf4-7950-46fc-89f4-19a8e831732a · outbound

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

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.662903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:30c397c021b14f81cd50103b3639f302164ae9ba50fee650c60bc8772c96a711

Observation 39b12fef-0017-4f0b-8439-eba977f9f589 · outbound

This paper cites Cpsycoun: A report-based multi-turn dialogue reconstruction and evaluation framework for chinese psychological counseling.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Cpsycoun: A report-based multi-turn dialogue reconstruction and evaluation framework for chinese psychological counseling

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.026472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5e1ef65bbb9963fdc5391d5020dbea2afcf9202ce56ff9136ce3335539bfea44

Observation 12af22a7-45da-46e0-a483-92545fb9d9d4 · outbound

This paper cites Omind: Framework for knowledge grounded finetuning and multi-turn dialogue benchmark for mental health llms.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Omind: Framework for knowledge grounded finetuning and multi-turn dialogue benchmark for mental health llms

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-10T10:37:01.673967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:4c7a95fc7b38d62a316c173adb45b8224b6f0e324a38e6c3290d68fc63f2cba3

Observation 351f5b8d-00c5-4a7c-a85b-12cd454137f4 · outbound

This paper cites Interactive evaluation for medical llms via task-oriented dialogue system.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Interactive evaluation for medical llms via task-oriented dialogue system

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.018815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d067cad44fc345a60f9afe32d2953087a5a5c70c312663798e2aec183e4d6ee5

Observation 66aa338e-262c-40e1-ad09-d5b71e6f9705 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.024363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:c4ab417f7433ee8dc1e7ce5d83ebd42f78e1db2c9b0af424f7a858fea326f0c9

Observation 7a49cb97-529d-424e-a957-20c7c82ed565 · outbound

This paper cites Mentalseek- dx: Towards progressive hypothetico-deductive reasoning for real-world psychiatric diagnosis.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Mentalseek- dx: Towards progressive hypothetico-deductive reasoning for real-world psychiatric diagnosis

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-10T10:37:01.624432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:39b17b1a63e7075d089db6b655ddb525bc7a9d80f0a8e37dead8cd27a3985147

Observation be834b13-b75b-4807-b783-2a04a447496c · outbound

This paper cites Cbt-bench: Evaluating large language models on assisting cognitive behavior therapy.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Cbt-bench: Evaluating large language models on assisting cognitive behavior therapy

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.952547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:3fbe0db0a9271a06503147acd50fb79514a377742e38372ec10b0cee0cfc9819

Observation 5e2b8777-d37a-4def-86de-d86fe8635302 · outbound

This paper cites The evaluation illusion of large language models in medicine.npj Digital Medicine, 8(1):600, 2025.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters The evaluation illusion of large language models in medicine.npj Digital Medicine, 8(1):600, 2025

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.928451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:eaca6003e43f681cf8511be19594834cfcc27419ad19579e9319de326c2f5e1a

Observation 8563b22f-9fb1-4966-adb1-e146ee45c04d · outbound

This paper cites Counselbench: a large-scale expert evaluation and adversarial benchmark of large language models in mental health counseling.arXiv e-prints, pages arXiv–2506, 2025.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Counselbench: a large-scale expert evaluation and adversarial benchmark of large language models in mental health counseling.arXiv e-prints, pages arXiv–2506, 2025

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.001083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a9cccb798d22323b391302bf8114ffb711025e9c3bc88ec0b9c44be54802b646

Observation 8448430c-8e09-4d73-b383-6db368e81f1f · outbound

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

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.671167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b87abba45cbb4aadebace538182351be7c5a6916a461b6b9386631c5f0015e5b

Observation 056dbf70-1d57-42a1-9dd0-5f6b5bb38f83 · outbound

This paper cites Ai hospital: Benchmarking large language models in a multi-agent medical interaction simulator.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Ai hospital: Benchmarking large language models in a multi-agent medical interaction simulator

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.993036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:7711f2642ba085c335e7294e4bfa415adae611874104d2053f816adfee5350a3

Observation 7f5af944-7e41-443b-8d2c-4035f7f7497b · outbound

This paper cites OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.644249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:562037923333ad6bb4728b3c97accb9d0bcbc2ffca919ec959520f8bab47457a

Observation abc4a9c4-6210-4243-a61a-303f9cc25598 · outbound

This paper cites Medagentbench: a virtual ehr environment to benchmark medical llm agents.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Medagentbench: a virtual ehr environment to benchmark medical llm agents

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.991338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ad204df6ee68383cbdc57c00ae02deecf3face39e671f9044cbe3e02bfc9694c

Observation 6a38c83e-d7bc-44ef-9676-56e60ddf9aa7 · outbound

This paper cites PhD thesis, Royal College of Surgeons in Ireland, 2015.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters PhD thesis, Royal College of Surgeons in Ireland, 2015

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.989489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1560b8cf90eba1c2dea31cd5316e186533620b5bdacf7021948d84d2f9b3ca90

Observation b10f8a04-48fb-4f45-bad0-d9dbd9bfbcb1 · outbound

This paper cites arXiv preprint arXiv:2601.03023 , year=.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters arXiv preprint arXiv:2601.03023 , year=

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-07-10T10:37:01.636397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:4794ff65cfc9c80f802ae7fe1169de1a7883195ea0a12bcc7bb3a2a9fef7fd2f

Observation 759df9e6-713e-4cf4-bbb8-fc2d917acfed · outbound

This paper cites LingxiDiagBench: A Multi-Agent Framework for Benchmarking LLMs in Chinese Psychiatric Consultation and Diagnosis.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters LingxiDiagBench: A Multi-Agent Framework for Benchmarking LLMs in Chinese Psychiatric Consultation and Diagnosis

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.655013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ff42bafa3ff12241f3f99996b1405781ec7aeb8c7808434dbc4aaf1db2a4c937

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

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

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:cab975a44c05b5c929d87fbfa858d45ae0faddcf936130bfd937276f0a83b3fd

Observation e4c85813-a64e-43fc-b523-a7dd6c40f3eb · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.639294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:fef3cb9dee2b302e9ce2428f97cc4a9715f7941ee17e1c5862b37de94dc4d5d2

Observation a468b9cf-f489-4cbf-9c2f-dcf6c482ecd8 · outbound

This paper cites Kimi K2: Open Agentic Intelligence.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Kimi K2: Open Agentic Intelligence

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.619930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:02e4bbcdeb39077bfff81cf313d319ca0b442170b75cdd279137e20f1e3faa12

Observation 5dd51b06-6016-4339-bcc8-622be0cc375d · outbound

This paper cites OpenAI GPT-5 System Card.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters OpenAI GPT-5 System Card

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.641572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:4fcaff96b810052aa9b3a3e8f0344c577eb535a064a8664be723f8bf441cb427

Observation 4a74b844-4880-4c92-93d3-f11afbdba506 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Constitutional AI: Harmlessness from AI Feedback

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.676604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b614daa586b0d0c8238304efc9674fdf6886b1f930251c7081ec9c0a9ab656ae

Observation 8cad1f59-f43d-4f87-a79c-44ea57a85bca · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Gemma: Open Models Based on Gemini Research and Technology

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.623021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:c494f64d03db262efbc5f8e2f1c5d62cad5b451625967c38c36dedd956ee64e6

Observation da43b116-689e-4468-ae0f-b1c4814a8032 · outbound

This paper cites The Llama 3 Herd of Models.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters The Llama 3 Herd of Models

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.653454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:046cd42b69b2300fa1067fd78e52db42556416495cecbfa0b93efd07e3aa41a0

Observation 1fa7d8ec-bd58-464c-bfbf-ec8c71465129 · outbound

This paper cites Qwen3 Technical Report.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Qwen3 Technical Report

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.663779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a6a5e243dd9584489435ce626af3bc95a3557fa15f603e7f27d0dda3e3ad8486

Observation 36c67305-306d-4550-a5be-1a45a907529b · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters gpt-oss-120b & gpt-oss-20b Model Card

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.661169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:efe3b645f2a0b11580d4dafce06ebefb23ff566df41ae316d6f766eebc28f4e4

Observation f09bf153-825c-4b30-9365-60d21630e323 · outbound

This paper cites MedGemma Technical Report.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters MedGemma Technical Report

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.668571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ed2fa0eff7446f4ea70d720dcc9675bebd2ded85abb159b2bd245b886749488b

Observation f8fb91ba-b703-4407-882b-16ea43c3656f · outbound

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

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Baichuan-M2: Scaling Medical Capability with Large Verifier System

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.657661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:adc7ee2633e71108f50f1c64646e77ccdd068a0e8b0289f6fb4be65e42836140

Observation 32c70180-b1f8-45bc-8b31-d3139d5051ef · outbound

This paper cites Toward expert-level medical question answering with large language models.Nature medicine, 31(3):943–950, 2025.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Toward expert-level medical question answering with large language models.Nature medicine, 31(3):943–950, 2025

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.985935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f3eef293b5b0cb01e4ff97e37f53f8e057665aca6a87acdefd65e01d65457d42

Observation 4cf1d682-744f-44a5-aa92-fb7c8ed5a79b · outbound

This paper cites Towards generalist biomedical ai.Nejm Ai, 1(3):AIoa2300138.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Towards generalist biomedical ai.Nejm Ai, 1(3):AIoa2300138

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.982155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a971a2bb121c6cba778895127e70d21462ce8e2e14178e2d3b1dd472abf677b5

Observation 03b1b8bc-9317-4aaa-b080-6f081b3ceb3a · outbound

This paper cites Gmai-mmbench: A comprehensive multimodal evaluation benchmark towards general medical ai.Advances in Neural Information Processing Systems, 37:94327–94427, 2024.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Gmai-mmbench: A comprehensive multimodal evaluation benchmark towards general medical ai.Advances in Neural Information Processing Systems, 37:94327–94427, 2024

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.020568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:83e1ed2415da2bfad27d05faf9cc48114de21dd752f2c98acf45a8d5448256c6

Observation c54336c8-775b-4811-a61c-ccb61518a1c0 · outbound

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

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.669041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:23f26fac8a4067800c80d747dbdb115d2f124a726b5462cbf705c5e5c25f3e50

Observation dc0aef91-c6a5-494d-8e80-c532a3084a11 · outbound

This paper cites LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation

Reference 34

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T10:37:01.674231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d3ac33d1a6f10c53c7052d717d4ddd99f233b82cbe9ab08382c689378f3e0f18

Observation 70c5b8c9-a8a3-413e-8645-f6b9c0b52070 · outbound

This paper cites A novel evaluation benchmark for medical llms illuminating safety and effectiveness in clinical domains.npj Digital Medicine.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters A novel evaluation benchmark for medical llms illuminating safety and effectiveness in clinical domains.npj Digital Medicine

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.022543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:653a6ce9278301e941bd12d9a0ca30ccb303c06e1dfa59e2c4d6a7faf7665a22

Observation 6e9b6922-3557-44a8-8098-dd35019135f1 · outbound

This paper cites ER-Reason: A Benchmark Dataset for LLM Clinical Reasoning in the Emergency Room.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters ER-Reason: A Benchmark Dataset for LLM Clinical Reasoning in the Emergency Room

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.658581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b6e90a308939b63f0be93d4de9dd2ccc19930624b7a9bb96bb0d332d337b1309

Observation c6633433-8087-497e-a129-b3ce90add00d · outbound

This paper cites Livemedbench: A contamination-free medical benchmark for llms with automated rubric evaluation.arXiv preprint arXiv:2602.10367, 2026.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Livemedbench: A contamination-free medical benchmark for llms with automated rubric evaluation.arXiv preprint arXiv:2602.10367, 2026

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-07-10T10:37:01.676790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:11bc7fbad4f1e3e7c05b69f771b15a41bc21db664bf483c0736c14752cd1bbd5

Observation f7603d56-a193-44d2-8a32-3d62d7cf3e93 · outbound

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

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters ClinConsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in Chinese Medical LLMs

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.598452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:3c67a5477242e634d1b13923c5486b6840d1878f36f621400a71335a165521d7

Observation bc89533f-829d-40fd-9d9e-67338e38f815 · outbound

This paper cites Mentalchat16k: A benchmark dataset for conversational mental health assistance.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Mentalchat16k: A benchmark dataset for conversational mental health assistance

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.023025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f2429a25b5a2b1a316fabd0405ebee6261625a3d206e26cf404219ed9856519a

Observation fe7ad854-c470-4095-9f39-c166b456d7f3 · outbound

This paper cites PsychBench: A comprehensive and professional benchmark for evaluating the performance of LLM-assisted psychiatric clinical practice.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters PsychBench: A comprehensive and professional benchmark for evaluating the performance of LLM-assisted psychiatric clinical practice

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.655992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:6c12e5e57659335da08026798cf233d328dba020f0f5ee8dbf9790989a1c0986

Observation 9cc8175a-53f4-4490-ba51-a56cd247e88f · outbound

This paper cites Psychia- trybench: A multi-task benchmark for llms in psychiatry.arXiv preprint arXiv:2509.09711, 2025.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Psychia- trybench: A multi-task benchmark for llms in psychiatry.arXiv preprint arXiv:2509.09711, 2025

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-07-10T10:37:01.671974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:19edec6bba3ef8899da30293ea7e89ba07a777b0adbfe2dbfb64a2c7418b9d36

Observation 8f269945-a7b9-4dc4-8d06-75ee55edc620 · outbound

This paper cites MentalBench: A DSM-Grounded Benchmark for Evaluating Psychiatric Diagnostic Capability of Large Language Models.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters MentalBench: A DSM-Grounded Benchmark for Evaluating Psychiatric Diagnostic Capability of Large Language Models

Reference 42

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T10:37:01.635798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d986137de07c0aa0f6bec7c4700c43c38b6fd0137ea79cf4a47429685f47ce3f

Observation 9360e79e-7778-44d1-b4f5-3344f0de4706 · outbound

This paper cites Mediq: Question-asking llms and a benchmark for reliable interactive clinical reasoning.Advances in Neural Information Processing Systems, 37:28858–28888, 2024.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Mediq: Question-asking llms and a benchmark for reliable interactive clinical reasoning.Advances in Neural Information Processing Systems, 37:28858–28888, 2024

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.980270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:8681f57c8288089bc63f3714345ac98ea93c728b22dd55d2f37023aacd231097

Observation fe5d3263-fbad-4673-b639-84f231c424e3 · outbound

This paper cites Dischar- gesim: A simulation benchmark for educational doctor–patient communication at discharge.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Dischar- gesim: A simulation benchmark for educational doctor–patient communication at discharge

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.970946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:45479843bfe8f025ad3dfdbfefdc741ec520a57b000ea3fc8a210bf124f1d47d

Observation 396e28a0-e88f-491d-a110-4453b9774fe4 · outbound

This paper cites Mindeval: Benchmarking language models on multi-turn mental health support.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Mindeval: Benchmarking language models on multi-turn mental health support

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-10T10:37:01.666428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f1ce853396ecff4b94dd61006475026dae9eb252dfe630f342f3dff6a01e7dff

Observation ed63f82c-be6c-4ce2-b52e-43518eccdacf · outbound

This paper cites 3mdbench: Medical multimodal multi-agent dialogue benchmark.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters 3mdbench: Medical multimodal multi-agent dialogue benchmark

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.958645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:59468eee31e15872d3f10bca23c137cd4f721e152e504a3c2b868a267e38c5a2

Observation 5f622a0c-7157-4a4d-98fa-40d9b8756b44 · outbound

This paper cites Self-evolving multi-agent simulations for realistic clinical interactions.arXiv preprint arXiv:2503.22678.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Self-evolving multi-agent simulations for realistic clinical interactions.arXiv preprint arXiv:2503.22678

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-07-10T10:37:01.610584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1f35e659d64a4dedeb90bd4f5a3db8e8f8d2e0c16b4b9399dcac09f6966ebfdf

Observation 227b34c9-6c02-4874-aee7-562ea3ac4d92 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Bleu: a method for automatic evaluation of machine translation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.033270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e049de2867d5101e21b4a6a19cc1daa55e10c0c1396c4e6ef334832189a789f1

Observation c62c8ea2-474a-45f5-b633-6e73049da472 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Rouge: A package for automatic evaluation of summaries

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.017644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:815fda8180a9cac8939213669cd0286db599bf97687b91e021b922ac32dbd042

Observation a71806cd-f39c-421c-95e1-f7fdcd359593 · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with human judgments.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Meteor: An automatic metric for mt evaluation with improved correlation with human judgments

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.015877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:7458e04593bcebc3b7390c87219f6e702434d3bbf298d6899ab7fe8e0dc97857

Observation 858bc179-256a-44cf-a4df-ce3ccedb113a · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters BERTScore: Evaluating Text Generation with BERT

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-07-10T10:37:01.649497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:cb06ee0c1a7ede4710a44b18432be67c609879488c1652940308615a1c728944

Observation f14c4a2b-4fc8-443f-b294-f1d2d08242c8 · outbound

This paper cites Large language models encode clinical knowledge.Nature, 620(7972):172–180.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Large language models encode clinical knowledge.Nature, 620(7972):172–180

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.008023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:8d4d94e4eeeb72806a4f43dfbf89fab4d4e82c13eb85e472475f405c8ed690d3

Observation d712f4a1-313d-46ce-bb92-fe71a0c2926e · outbound

This paper cites Clinical large language model evaluation by expert review (clever): Framework development and validation.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Clinical large language model evaluation by expert review (clever): Framework development and validation

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.960978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9b53f69bddfcf5a6a29aeceac8b8b0927f9a84533020ae08e2cda385e966db1b

Observation e25136cf-fe4d-468e-9c3f-13071f10ea94 · outbound

This paper cites Automating expert-level medical reasoning evaluation of large language models.npj Digital Medicine.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Automating expert-level medical reasoning evaluation of large language models.npj Digital Medicine

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.001852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:8b5a5ce7a57d8c367b8000b73b0f822ee11b473dedcfd5565d393b7d90501b3f

Observation d5186335-97a6-4c3f-b929-8bc9d260fd1c · outbound

This paper cites Evaluating clinical ai summaries with large language models as judges.npj Digital Medicine, 8(1):640, 2025.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Evaluating clinical ai summaries with large language models as judges.npj Digital Medicine, 8(1):640, 2025

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.956610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:91c54f24fc553fa523bae446437be1b0f07ed8d77d0164059c60cb1a60436688

Observation dfc1044e-a7eb-4abc-bbc0-6332d9d73ad2 · outbound

This paper cites Checkeval: A reliable llm-as-a-judge framework for evaluating text generation using checklists.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Checkeval: A reliable llm-as-a-judge framework for evaluating text generation using checklists

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.954788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e689c0c60457681360caf6d9e093dd734e9f82d1032f0fb36bee0e9876344cc4

Observation b882f46b-59d8-4739-81ee-0dd146460cb6 · outbound

This paper cites Who judges the judge? evaluating llm-as-a-judge for french medical open-ended qa.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Who judges the judge? evaluating llm-as-a-judge for french medical open-ended qa

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.999503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d2ebf83e890d6c34c9f247c9d3f8cca14787ac6172f7b93c1364d7c0dd7eb698

Observation c92943ea-bb55-425b-87f0-41d73170e705 · outbound

This paper cites Human evaluators vs.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Human evaluators vs

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.003984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:560179efc9d39527a4643bea159983438e9ac9c17dd846d431a67bd84d8eb661

Observation 2fd8cd88-24aa-45d3-b7a6-fa425fff856e · outbound

This paper cites 6A20 Schizophrenia.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters 6A20 Schizophrenia

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.010038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f9690c816a26dc84997b5a144d6e47e55d9d7c39a15606114c81b91f5a6f775f

Observation db603f41-7a8d-4d07-ac2e-a4efc4ce37aa · outbound

This paper cites Do not add, infer, or speculate.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Do not add, infer, or speculate

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.019498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a71ccd575f82403d2c918ff465e904f71307bd077a8d5b642a8ae7d8c46bcbfb

Observation c77f4e23-b765-4135-9848-21dcb128889f · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.033712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2e0e0d2ecd9ca621f3e99fcde0c1b252b54a3723d4bd16137725fc2cfc27adcc

Observation e9116c3d-c023-4bd2-9009-246072537d4b · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.992425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:018874436c46bd08fa52e4c4eb0716b0814d9292c10ca837b7a2aa67247f4ef2

Observation 09f7d8b0-fb98-435c-b46e-63212f6308fd · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.997239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2ac6a48aa31c04946ba06eb3d92c8eea7475c35f15e529707899ce70c18f45d7

Observation 6fd143ba-bdcd-4408-8ad1-e7dd9d49774e · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.005851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ad9b66807f37599815d4e5b8c40bc88938b9bc97f957938252b4549acfb80d0c

Observation a4b66a61-32b5-4203-abba-0e0acbb7d046 · outbound

This paper cites Do not output explanations or Markdown.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Do not output explanations or Markdown

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.976546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:bf3f8df900190b42b1a433262539b239efece078603129bb859110d82c9d34fd

Observation 9d41dac9-f11a-4c9d-af98-c13cfc56a57e · outbound

This paper cites id": "1000769.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters id": "1000769

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.015089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:823f8ee2d8bf7c3c694fd3ab9cbfd1c4202788a0cc5c44ce6a6fd2679f3b23a4

Observation 3e2c8f28-4aef-4089-9a85-762bc8ab2933 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.027778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:7619efd97097bc021a9c96f89f42664c299377754f1f3f7478d3cd2ab2fd5aac

Observation 86b0f580-c660-4826-a39a-58a1c47114ce · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.031378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a082e228b757b895196b8b964e4b212dac1d9064944ee95f8a641dd70024a77d

Observation ca0f9075-a160-4624-91cb-3aff658eca4b · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.968409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:24a514ee8ba837b14cb01c0882372949317daa849f76a940c9e89e419734cd33

Observation 504a530a-6136-42ca-a766-096170b9d842 · outbound

This paper cites Do not output overly broad, vague, or non-actionable category names, such as imaging examination,” laboratory examination,” or blood test.”.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Do not output overly broad, vague, or non-actionable category names, such as imaging examination,” laboratory examination,” or blood test.”

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.966400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f834bea60c573b733bb320ad6cc6c469d8eb268293105dcede94be28ca08d215

Observation 9c00c5cc-efdd-4ed3-b1be-c6eaa43b2dce · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.980442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:36fd2a088cf128a6f9d4013c32b3474c723d0be0fcbe57cf1b496608d4c0773f

Observation 0305b63b-0a34-4a79-9c60-1882dda60d2e · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.972841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:fc066b21b63f5867e9a7cf8590af6fbacfe3dc32830ec62436ec35f3cfc6667c

Observation a5716649-aca8-4700-b0ea-eb96cb2a8300 · outbound

This paper cites Complete blood count.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Complete blood count

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.012017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:472779816dfa28641ecb876cb3cd204f430c4716684477f1cc03be17d1ea3c85

Observation 483e2e9f-7f4e-479b-b025-b0d42c119066 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.903561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d1aa6b1f5753ef9de57d27126e31cdcb79f0f003ef432baf911798d5a94c7abb

Observation a3cbd8e9-52ec-4418-84cc-7e55257b76ac · outbound

This paper cites Do not output JSON, Markdown, explanatory notes, or any other additional content.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Do not output JSON, Markdown, explanatory notes, or any other additional content

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.986645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5b59e91cd8824145bb60f371c919a1a349a25ad0d59b9eea2f29b573b229fd73

Observation 7efee0cd-8844-438b-ae3b-43eb60da60a3 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.987569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b12b4d217f7edecf0738653e7d58c970d39ce584d4497ccbb9ee9899e48d837c

Observation 91e063fc-fe88-4fd6-9b69-816990fc1f78 · outbound

This paper cites 6A20 Schizophrenia.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters 6A20 Schizophrenia

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.013858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:6f5a11311bb8a295bddcfef5005fc51c579bd2fcce9b516442d6e54f8f44c836

Observation 004b11ad-8b5d-4e88-a592-cb447956957e · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.892665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:61f4d8d6a6f1dad5548e52c97c4675ce649988b9af5bcbd158510fcc2bcff6ae

Observation dea67c01-0628-4fb0-9a04-a2ccefe0977b · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.888154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:93420dbf7c9d0851aad3d5a12c1917bd1efc65267bd851df602b182e7c05dc77

Observation 336f2b06-b7e8-4298-99f0-db3aabb98f82 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.952871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:742d478c7c37c34de07f48c5669327f49cf19c045adef9a895fc8d170a725e58

Observation f15698a4-7fb3-4f27-bc2d-afdf38c8ce40 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.982433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:bf7f264c6d212920779d437f9e1455fdd95873e5adde9b30665b3066f109bd96

Observation 3c474af0-c434-440e-a754-02ab968ea311 · outbound

This paper cites They must not be rewritten, abbreviated, or merged.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters They must not be rewritten, abbreviated, or merged

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.916930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ab53938b9e89827bf81c9a3f363bcd72ea6b14c5ed644df2af6d9522ff5762a2

Observation 4095fb49-50ab-4b72-8f5d-34ff8fc5bf20 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.954463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:fa4e3a8af270592d508a0854e8f841922a5dc8222bb3ba6c6015abbb4637783f

Observation 58f738c2-fb5a-4ba8-a1d4-ce81e95265e9 · outbound

This paper cites 6A20 Schizophrenia.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters 6A20 Schizophrenia

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.008230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:0486772a3306d2f7534d6669ae85c20f9244c0326fbc4d53a9435432a416cb2e

Observation 3f2fe39f-7da1-4c9d-869d-50945cfd6d3b · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.021109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:3edc37bbb32b7937fc65ae916bef6d1a5550f0b30cf4980c2eabfcd12e6801e7

Observation 570b5f06-8ecc-4b4b-84ab-bf948a02c5b9 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.024628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1ae3612beb11ff09ce6da64b48d61f0ce88f4aadf4367259231deaa53be7105e

Observation 2ac5c3f8-f2e6-4b38-bd0d-86024f7a58f5 · outbound

This paper cites presentation.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters presentation

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.006378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:369f30d2ac3f33af6fd889d688fb0e1871342d9f315ea7af57711c7ecabbedf7

Observation 1718752d-05ed-4caf-8e23-a4e805e4f305 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.029999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:4d2ace1ea5d587c9546abd047874feae18113b20dc0e5950b6887cfa9a75a7c4

Observation 4faf4762-70ea-4cb7-8100-b6bf9af70eee · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.037117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:66e53c4ffc7ce09fd08b86363471c6b70a23596ff5a2f802d0e400d28191167b

Observation 9951d0cb-5fdd-4e71-b86e-58a7cac12d19 · outbound

This paper cites Return a result only when the doctor’s requested item can be clearly mapped to one known examination item.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Return a result only when the doctor’s requested item can be clearly mapped to one known examination item

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.011707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1189837df1e90ccdda9db666223c3354d893abcd4dd98256515475fa106afea8

Observation e2d6035f-06ad-4a07-aa9e-3e1cdf63f10a · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.938639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:8d64d4c578594b3113e54024b33743d76da04ecf2fe9dc48512f9c9852be82e3

Observation 615c0d7e-1bc2-4f8a-8ee5-81d63d003d6f · outbound

This paper cites Do not return any unre- quested examination items.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Do not return any unre- quested examination items

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:02.028273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2c84c8497159d562a5c5d90daccbae67c56548d37c344b4f5100e1b61140a524

Observation 3f21a1db-b036-4880-9c2f-f5d8ec9c9fe3 · outbound

This paper cites Do not merge multiple examination results for a single requested item.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Do not merge multiple examination results for a single requested item

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.983903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:06da15b9b7b694c2115106ef22d7a9a21ad9171382885f8024411c2b1f9623de

Observation 6ce8c06d-75a0-46fb-bb92-60a8d196d166 · outbound

This paper cites Do not rewrite them.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Do not rewrite them

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.968796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e557ab4cb5a26bca08be99be8aed065e42d071d00e012de8b712e0ae0f043b68

Observation 1e7a2338-83b3-462d-a279-2e6462b93957 · outbound

This paper cites No item may be omitted or merged.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters No item may be omitted or merged

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.964623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ba6c1bf2a244808e582d77dfeb4329324d79f703d012f3faf98bc51506a78bb9

Observation c18504fc-770a-4775-a15f-786c6a2a06ef · outbound

This paper cites Output Requirements • Output only a valid JSON object.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Output Requirements • Output only a valid JSON object

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T10:37:01.994844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:eb9339ff23a367478554a3650dae19fc09a5dfa5c386ee9bc4a3ac4b6d60739c

Observation 26a447e0-6af0-45be-9103-a0b9bbb6c664 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.997249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:56168e18e89318cc1ba88f44980a55b34678de2c2e0236c26c0f93e769ac772d

Observation b3260478-5a76-4654-b7b2-deb7b9642770 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.002938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f8c983a97e0c8395b3065565d3bdce6a65ed49b9172bd43344a804a515070da6

Observation 6fd77d8f-1428-4b8d-b682-598430624a7f · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:01.999005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:afdd7626eced6aadcae89c3f7dc04b7319f76153213648c73bc47066ef3a0ac6

Observation 313bd9a0-8dc2-4fe4-9b7d-61d5a151d0d7 · outbound

This paper cites an unresolved cited work.

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-07-10T10:37:02.013476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:273720977c4340ac5b3fd531eb7537c6041b1c683ddaf5ee7fb3ce32ae0b7759

Pith citing papers

No inbound Pith citation observations are available.