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Paper Citation Record · LEDGER

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters

As of 6 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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1412b15d6a3bb7f0413409f92624c4ace3210d2a9e32e037ed03c62ec7b3c74b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:c130c139448925b61b7719d183893949295eeb1fbc02c956ca86a31f7d58785b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:6d7ad65ca1631f5ef6d9515e3995104a15a9d37e71f19e2cc00e33fcbc0b670a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5aaf342702caaf20f7528987858e1bc0353c88069492d5d8be87ce4616268390

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:c7327404e8ecabcdf2f9195dd52d135a305d03dd1b442ac21164a1097ae572ee

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:61f3ce984d3c2000bbc0aec6566791cbdbcf197eace474c2210bfe57dac0769d

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f0f03e49144dd453f31b882419144006f606257d9173a5a8c82319d80306e620

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:81d02633cb74fa777e5ad970de8103d06dbcc5282b2021fc30ef61c4542edcd6

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a88f8570b016ec4430a1ffbc320b1e7ea74f216ad9a68a14ec258d5e31b98122

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:6cc8aa5539f6fb63e654d9992296a2645ed0bd05e64fa2d146ddbd0ecfcc14e9

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2f7c6b3d6a0a1eb532b92b9ab2281b86ba9eea89a256006edd85d08e78e58f28

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5dc45b9fa072bc8d51d41a20865b8a12ecd26c6de93040cbd548e22506e058b5

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b933741ed2fdf7205c7b507104fd61be62676b1c118f5e847d33193ee0cfca0f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:3d64a1c1c08e6d8187a78a3b2db3fe3b03d402764c3280e020536d3f0cf39409

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:8f82edaf7d8f8f1972240876257372448c0d0dfe7d7690389352793caaf4048e

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:c4ed87dcc7fadf88be6f08643563e3abcfd692a6c7891555041c5255033eef50

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:652a8ecd2522d5feec0f26d6ec5a7b7773f2a1c19f41164dc3a99ed9dda68529

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a4791153473c03be88f74c402f1655b727c55f32824e066c1c0e3c3082fca1e6

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:86b6df11bc4f804b0a52329820a373b28a2ac36f9c739d86c2d95a9f6498ac79

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ff18e4d66fd569358cd1166f800fd8f46d34b79ba8af36a3a9e6d23fb1be6fe3

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:80eabb30bc99ae027b66bd7f600f9a3e3ea85ab54e3e3558e6d91d8e50a479e9

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:0ff81883ff8d59b7e97a8727af2f0159ba69bcf0e6e9fe4d2fd196ec88df53fe

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:191b0da17dd52081bbfcbf3dd64c8ce6dbbdefff6716f2a74516815b26b560af

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a22175e92e3b9c879e0eeeb6204ae12da505d1266ffee768f8e5a766865cdec0

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:449196f1612e67d6a62cc8777e4bcf6e181d7d618124f8d0bf05955024ab33e8

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:bfbf8c73e3911ea451a67dc7dbf904e18888bf008630569a73d02a8133822756

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d67e4a56e4c4c99bbf76133701206f0e6401f590b8a5820c8f220c51cfed50de

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5d24e4604e660c7ccace1b6db47bc5954c2a5652f65db623369ba30b2196cc28

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:6c29466956cbe8dcc2a86388336f68db00fae0bbf9d691159d120cd9bd6b46e4

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:04c420373a730a4168ae48ff83db9b0c30ba0b837cc6629618bfc9034aa6fcd3

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f556238e001faa11a893d1a7aa286270adb71e55cbcb89d1fff4e6f7cd9e9130

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9066dcfca9f51466e8e9b310067158f63c65afacfb1d9fd5c071cd25d861e4e9

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:de011be8253848ff52f34d88ee765f01bf9fcd4388758576f12c2852d8f6c8ba

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:439839aff4e1b54945d4b20808dc84b9cdcbdba2761f7a59858b0b9d0b98ecef

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:7c661253bea028d543918858585e655e850a9b73f772126161671e86a9d2e215

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9cc53f4aa3406a57d37cd7e6c42c6232914716b71c12cb745b865cf334a85c5d

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:232852a9ba28b887f2425c39261d09af279156552aa0f776886b01113e72fc91

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:de50a8db93f15184bd8a332a9b0cd14433ee202e0228bf766c6f55e89a644f8a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:c603ae6e63cb48760620f72049497017a52dd1fb31204e2f01ecd7d2cf3b65d5

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9a3cb8fdec8d79c9fa8165f89811b8160d3ece07efedf7bfabfc4b66d0d2ed78

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:fb69e90fcd402c7bf37297f685e51f52758e7115b5323af6cd2b1eabb408728b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2f24aa367b919bc73681e1b32f77172532622f503bd6bda3015488cddca4bf60

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:143a6a6ee34d4c8d4b75fc31314cebdfdac2259eb5425e471bed50cf625d9bef

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:880d6bcfd8eab77c692f79a5a8c00e18d044feca53d2e1df7d4241b83b4f58d8

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:acf37ba7d49658b87b272e2083d4769c7a5269304ec56ce588d74aeecab579f1

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:19919a09da147d303bb5cf629c70eb5dba4882b55c2d4d0a9e736c5d1b89ce4a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:0a2d8099302ef344be9f85d20617105e97b1e94b03c634dd5ce171a067ea2360

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:73c31fdce988d1692f828e14d991aba3337c26fe047a4c38202a7dccf34fe595

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1ff08123d70c382a8b0a5e16b65e6ea4cd54ede2363d8bbfa3eb3bbf7dd63517

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f87171278c110c257c1fcc324aff2d93008a254ebde5d84f4e00bf79fe950f6a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a41a34a4cdd825f5792bbda83d96a9becf98adb918a4d9ac1c21728adba73bc8

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:49f85f9c5a6ecf863172c0c5cc29cdf89af8c618b9c57160eaa7dbcaba4ddd7b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:085691ba68b0e6ec848f842364db45391f78ed26bc93614ea15d4d79d3eb7909

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a107ba90f718e2ba1ff2cb9e3eb7598ef353dc2a1468c7ee81c56b35db46ac49

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e6a1d66a29b8a33c26d5ad44ddc1db27468e736c7a16e9346b9c27df674f2c91

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:09fac4a037cc94cefc0a5d07fa023ecb405dab28d249dd248429424817b7bcaa

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:831373857c0d39f180386b19f5f69a07248563c158cbdd39e3c6229364ceee75

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:3800e6d2a37d5224b535dd728b5b5637fb06fdbee1dc40d496a956adcee1537d

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f1ca62d48c07f7a3543188711f442d84e5727308fa5c5ecafa2723e5517591f6

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:6234a0ed1d10f3efac6e030da36a291740293e8957a125b71d9282a81bafb0b8

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:72cc4d6639ee3bd971793901f893ecc5438b4e48ba85c11ceee6eea546e176f0

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:57fede1f1ce4aa8fca4d53c49480aa7829790a0c3afee91e10de7ce462fda375

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1e82c80b4ec8351b8a781629dd6394b12256cd45eff2f11fc1ed904b3654b979

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1762539730c6727b0235b3505fe18b89f626664169cbffe9e808ba8666f3a4d0

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9ac4cbe702087b309f6c561fe03342e98426e371bafdf56c16ddb0dba2d5f4a0

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:0c74e9ffb8385fb0bddf78064b22aed17449ff2af257ba27bcc12ab878775214

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:8ad1889047227a4444903879397b3061b9c8f1c0d94c10be9fdece357c6977c9

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f8daa374d1f42496125bf0bd43641e3006e9ff5e66776717e7cb4fb21a6e0edc

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:36e45f49d49d3446ca9253ced916fce2f4d2d3d291cabbb1a6a4cd68833c08f3

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:30104a98e7d4af2aacdbbf81484e7e1f16236f1dfb20642a6f43dbd8fde98229

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2aa339f7df18a15bdb74771982aba9c9d340d65f5b9d288d874aa10495cd6b1d

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f7edb5db7c551c37cb6a1db176ed599f2e480421a1ca876f0d35615f52f04f90

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:df0b8a470a9cfd14a2acc01349c105725e27c7b3f48f23a7d6b8925040e7bc56

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:300031abb09e60224f67f4a6660d9220a0a1a82ceb1098fb1bd9dd2fab5b073c

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:84a25fadd35aed6e3547d5fb9276dd03a717f7fa80bc459fdeeb2bf3979211bf

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b283088e21d124e9f0220444319fa2e774084d10821fa5314d5b92d15dcdac53

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:97099d1aa5797ae37f90ef8702a45c98edc3ab5a1e194f7b0e7f481c5955f1db

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b4bbd61af0ccbbe1ac902671d0228e45b4716404bd1c960381941db5e8b35ab3

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:8eefe2e243bbaaed19c8599b6dbf98ffb3cbed11ce1c3459fea22d1488321190

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:054234cc2aa0880d4036914bfd9a155c9a1bc931b42eed3bfa887a110762d8c5

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b38512f16581b29d2d097164655c08c3cfcc58cabe19695c04866f48e30bc07c

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d0d61bfc42b2a674464d83e2791b97fd0d83b38b91b9abd96d545fbc585b12b2

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:64a36386fe6714290535cbc98f215fc786b05428002b40df80932493c6af1e28

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:04ea61497a44c69d0e59e2096d170100f384f23b51656388ca011c7256b1d4c6

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:db492d41af0354094c95030bedf55370dcaf7754002aaeafb2c6bca168d8206a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:7128295016481a72f4be4a2e1e8080a1cc6e6dc91e96ff619078e0a358a5c579

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:da8e4c873ad6f9a665f765792c74d3429a88b203e4f4263b7db41f1be9619247

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9602f4045bc8e7aa4799b39c306767ab27576a84b2a5d7ce69b94674b9f0a985

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2d8c93fac72455c0a98d4fa0d8a0223cf383fecc8f6aeb038c3db3b868834c72

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:91a47137e2f0ad1a2d25a86b3f269d90d7ded2689432302a0bf5005e8d675ad2

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:0e5bf8d0ea7bef646d8b72b002b2c83b588ec160955e42311d326550e91bf836

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:7b2d1461b68ecf00257b0d8fdef3493e10cc4a3d9edc948ca1e8aaed40566a4a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d3729b6bf8227ea7169a6e13540bb3bdf1299865a2e0fe127627f6640e72abe7

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:eef090b9a771133ec63d2b950adb1188b7b9a2f2b023a6174a2619f5018fc847

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:c1af5f6b3716c24b0176fb8d759941f12a969b773bf7e4c283ec490caf4aee5d

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:cf7b5452bd20aea6eec15d9a6866b5d514338fc40ee1a32037ac55a6d221afea

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ea59cb5464c716cd3f256eede9a8533ffa256a32121d548e1ec50a5f37bac2a7

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:493c678f2cdd0b1ae28efda67ebd4208717d0056cc6345260e90ae8df4fc4d64

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d9a1ae9cda8a21542d255fdd42d2e57f6908ab011f74e3c65382fa68ab4cba03

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e30c62e46089fa6c73ddcfa39f34a22a8177d22c73d912342cd2d15cf982ea0b

Pith citing papers

No inbound Pith citation observations are available.