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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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ea6d789f8b6857d9aea69f0bd4dc5121a1a20a9c46850654d137ffa480571a69

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f2b7ae4ef5aad5c2785bee2ee66309de91097007a163e233854202cdd832840e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:7995e150da1424c38f665220ea704ca082a124a131579a80811b89fbb17f8015

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:6b91f61fa9dfd8b2b2e52fafca13b7c55f5bc3ce10f259924e9f3076cfff8d44

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:29b15782293f1043ee3acee67ef8a2b3e1d83b2b0d2f52d08be74958b3055685

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1395821b89f93e1ad2ed7e7fb1b2f8376946e504fb1a0c397175ab6332e0dcef

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:12284be934bf942c6c388bbd42ab50afad7356f0cbbb92245751449994ca3af2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:653526ed96cc403193bfacc6f8c61802f05c99af0d540e282864d86584867fd2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:189ea222a19f4b3d82735281f974f6453238e207401d0613a3a913d79ef89ed7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:333d706b77121f006b3fbb6d56843c6bdfdbe035f8dd6f2325f46ff12af0c0c9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:969538d9fc6b14ad9b6b27c5d38ff2341cf239db311bbe155106e2e52471c732

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9c6566b739fe1935878390c56aa4966a0da5aba90146d1fcab7c3c77fedd53ec

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:668005af318525995abf7f0abe6c4536e4bbd50742d1d891157275a861947f51

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e5db48afa2b828a6ab01f17e80add2db69a3a5ce96eb8063a40f084c4b9b3dcf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:7e60844d73e17efe2acbaeab798b599ce837ac4f37c6af2b506e41e60eb70632

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:44196ecfcb24cf4215352c2614ca2c76cd26f9f0fcd92306c0aefd0ee18924a7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e888e47f5b6c6821f87bc6e2752674ff60443e7ef6b74a69daab4e3e03283f28

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:6c0c87ecd7d12cadcaa9bafb9be9ea18e230827862a0d178eb01a9e1e5feb233

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:cb36537c8cc128fe67c902de8cbd2be58d78054f392e9bb17bf6b00be1ee2f25

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:c63ef5bfff98d688915fe6eb21bfe5b67a13eb1e96c76351e6a95e71ecea6baa

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d8c415997ae9c5ead0592b1513e8d0c726b3275d26b127a39bf6bcac4f4f888e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:0efd1b9a252b7f6d921758a1f7c296eb9b73f8f13a0bc6e8506077d5bb9cc1ae

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:8834c839f757ba44f5170bf335e0f6c2f696dd19883d738c77f0a9e68dbc40ee

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 2026-08-10T22:08:13.221222+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:18d4c57d0d0a455fbbf5e2cbd6e59345b947dd5f7c8bd0a67205861bd014e809

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2c0eafd2d6eefc2458fa11da6832970c49d752c03095e82919843e635d0c6d5d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:968cb39b9ec6c470cb9bc16f3d6f6fabd3e8da622cfe3586958848672dbe181a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:937d1284ad9fda51e9ccfae67eec0b90348a026227ce973bd063711ff5eff23b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5f9b0476cdc4e783421fde1e94df6b2ccfa078c5278a51c0dcc4d956c6e311ea

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f0eb11eec416b5f4e6eeecc2c6d444be9cf839cee8ee1e6b6158eca936bdba42

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e7e6bb2cc1728b88485963c15eeb5515fb77879dd3db059cc8741de94489850d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2449531e058a267840663f57a90895bf31ca46cb64ea918f9550751cedcf8fbd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:cb3ef65e32f6965b28459aa2e90557a952921b43acedddff8b3eca5de4ed797b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5bce34311fad9ab50d16a2c26c306c31572cfbe57e7df214981b93de4fa58d54

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:fae2473b3ebe0d3c2452b73e5d50decc3db64939c4cfb6e871de8d920abcbd11

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f191e02f30f5f74f01bfca5f0883f3490a9fccafe0dc1ca2cc9489da47e7acc9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f5cadd3a3373251acbadbc7ccc724a0fafe34dee7c61a0cdb38e861a74608880

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:23e3d305ebffd701f0f06045c01c6af32f07e9f2f628cc3ffca29243cebfecde

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:05dc992dff1f99585f32498f53751093f3a8ba02891439899a9ea92aa3ca7d1c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d55383a601d00da4f77eb87b787eb505b6ada79a36922a4493ba9c35a0e63e9c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a0653ab5b8d62151dcb42145761e1e63f4508afd07ad430a4eff7900399034da

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d892015cc3352d65da4bc7eff336bb232d039f4b440337d67c6cb4415c0b033c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f0dcee74751721596f97b91f0bbf1d1882e472ce8c8655598a096fc281f38536

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e63958bd638be1d463d148c2baeddb25bd5b1b0194f1a5f93d039cd794c6ed0b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a7e83d59bf28249c6d50b85fd5b28fe1a7ac643dd4fa8941f6219c2025c3143a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:37c2c707c6ab799f3c73d5040180ade319164f17328720a8f9653d0c88ba3445

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:08db4977c425a7a49a0936a04f4e7badefb58687019d3c86076c3f2159b4744a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:025ba3d10d8a8a2ebfde748052800394eb9b3d9f8c0da7e57baf121a01410679

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5c90fff331929d439a7bfa3e3da32b1bd6a38d219c32d71fae69d1da377ac15e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:cc5c76b3535bab3d32ecc788d28f8f43651e4ce3b932ce51ab70975d4b0df1f8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b76054b20281a41ef2f874b24a6f3fb2867aa50d16f6192d3ca14a4690d6351b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:0fc72a51148cd8e1c84eb2798e34c4e52fa6eb5d232774baaea6d955c9efaf30

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:0df0daf816af5d8a616a32e42dd5eff0e00b869ef5672e1397320a32417bf6e0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9e05d2151d91166f8a4092bb5e5d70a5822cd3f9c8225a020cf153f187ed7751

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b8acee9e1b85407221aa2bcf31043344de2ebd19bb556d505f32876f558ed9de

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b9c145fcc248837f71f11328270063d37864de576583714dd6fb208a0ec6f746

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:586c9de928e565dcfacade654a71ba79f2e819ee997e532d5611dcc90b7d3fa6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:16170e1532e4c77aea1ac8746542d934f4e8bbbe44d55985ee6cab794ffc35e6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e50023a1b67dccab7591a556962f356732bdfae8cfd669cc37835ac49727bc28

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:0f762ee82a2060aebe2cd9695915e8b9dea02c1c596ed5b90f23ff60a637f030

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a6e9e59c268e72bd0cfb51e44fcdf5d090ad961e33290fd6f0533a86dcfeb1cf

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:afefe5ba292e72e01d7d77358a06828f413151d18b4af6d690247ee92cead8a5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e69ba004dd9d3f05c8b37802764dbc2cedade3fcf0ed134e700474121159ba27

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:93e469175f5894fd545e7f91d8e8b230fc3a6f0d08f0c65c3dd6c2505ae17940

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:d879aa96265442a8e9a479d2c320225631ad66ae030a3692b91d1e600c7d9bc4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:05173e1a94fcbea412d355b99f4516ce5858e6aabcd00452274d3eb820685dce

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:69120fcd208d37e6b8829694565febb03c72f49c73306db16cc61046e30ebfc5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:22fc8bf5522fba9e0081f703e41bd76e6089b6dfc6226189c797a3fefc6356ff

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a4b97c87cf6faeec55647ef57462ee7b7f7602af3b60f254cb42d26bc6c2e371

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:96a273ca5ec7685ad701991539d8efab3811d752381fc3cffca90e31e08522bd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:25bd6213037c6e50d1b2da57a7d0544891db02f43f27f6364ebc92a65aaa178e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1721eb9a28c6119d6a455410db62221ce3a8c580e92b5058abdd29e2e45bae2b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:041d430a1fe7a083c21db882f93759b50097842e910f2a086334924c36664c8b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e476e23bbd2b851a3adf5e3cb05816c83716096bd16bf1028da9b6e224d4ab4b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:94f2fb7cb2adfe1a18e63d9aab16e48d2c71950a91c56c8bb1525345f3fa2e00

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a91500d1a66dc0722ec1d46c0edfcbafd69207fb3821d939b2411f921e77b81d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:58f9a686eb978c18e3d2c848df53c26c4b064672ae1c6fb7a708630a1a9fa65d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:7bacf9eac42266abdc2587cce4128e81be8a12a82e13054672679a3f46d8223f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a3ca8714f526d28bb4e7b360ef156bd83d38dd819779a04efb1c844e951b117b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:e6275e2351041069b902f2f2c0d6e0b7fe160e9f5a49bbbfb59a3781f63c2ffb

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1c0081cf56fe40d0035faa34b26af39cc626167cc207ac0ac3791e048f72e1a7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:9d75aa7e80be54d88b7bb80338a609787678ac538dbfb8c0fe23477b31d029b6

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:667bd01ea789e3f294a7789897b7c31e4c32cce8f2bb3ce24aec3a39d7100f7d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f5ae80d98fe5662cc4f4190f7435b6c32d372369c4fb12ec61f012b96c9e1c60

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:86b4a5fbd2518a4aab63208c76b84bc5418a5408606380fc93e9474e84a9721b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:53e69520280bff2c294a4c619579cd3a563eca86dbe337be10181374350c3a7f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:ef9d7fcf4879ce3f8f1ab98df11a21f0e223f47655a726d842e8c6be8453a153

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:a772aae7af3c627a81ccd3f031aaf230bc7c17efc8fbc56d1635ac20a9cbd487

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5e038b6fd34de145fe8f886addf55a07a5ee9d1c353621f71e4c647ded188616

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:244603c969ce8b3ef6cdf3eada5e642d0a0e575bcb0894c7be694ed7c957d2b2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b91fe6fecf347c0bfef78ae17538abea27d66891072b39a4e16ac34af6f6151b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:b77f4ec9620960cda994b63d528c41f13858342f4ce83814fecefcbe4d636341

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:97575b217ba8640a940e0515cdd0647622c6af504af70009624b8fbcef6a9c42

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:751378fd64ff43583e992f21c75921a8166f0987e2389e2cc0343bc5491109d9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:775f3e0f78f3a0301c419a4ed2751e2a01fabdef5b79b96d6fe94430f4374122

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:f0f25fb7f5ea60efc15973ef1e408b32f2dbdbf84a8492eeef7a6306115cfe12

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:16164b0ad2b3fa5dfbc05523b5ea0d807d01079b9a6ccdf83abe6731120dac52

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:1e61fb4243a92fffa054e6732b9969a1e91206bb1c0833c602c1ae59199a0c19

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:5ac2c22b7cff50e6fe91ec679ef74951c12b66c59a040df527c4a2c6bffb8338

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:699613fd3c4aadd25bd0881556c909376d1e0b9d6ed1b8f4629cd694418572dd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-10T10:30:27.256710Z digest=sha256:2953f77267d62152ca5ee0dc53e89856787d7804d710c49d1b0c599e8f1555dd

Pith citing papers

No inbound Pith citation observations are available.