PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents | Paper Citation Record

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2001 , publisher =

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2021 , url =

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2022 , note =

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Unresolved cited work

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents BMJ Quality & Safety , volume =

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2023 , howpublished =

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2015 , publisher =

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents HealthBench Professional: Evaluating Large Language Models on Real Clinician Chats

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Unresolved cited work

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2024 , url=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents , journal=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Unresolved cited work

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents npj Digital Medicine , volume=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature Biomedical Engineering , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents NPJ Digital Medicine , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Unresolved cited work

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Unresolved cited work

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Unresolved cited work

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Patient Education and Counseling , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents BMJ , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature Medicine , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Artificial Intelligence Review , volume=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents JAMA , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents NEJM AI , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Science , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents The Lancet Digital Health , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents NPJ Digital Medicine , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Journal of the American Medical Informatics Association , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Health Affairs , volume=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2007 , doi=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature Medicine , volume=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Unresolved cited work

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2025 , url=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2024 , url=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2025 , eprint=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Preference Leakage: A Contamination Problem in

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Self-Preference Bias in LLM-as-a-Judge

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents LLM Evaluators Recognize and Favor Their Own Generations

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents International Conference on Learning Representations (ICLR) , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents MEDIC: Comprehensive Evaluation of Leading Indicators for LLM Safety and Utility in Clinical Applications

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Scientific Data , volume=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Unresolved cited work

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents ALFA: Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Applied Sciences , volume=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents International Conference on Learning Representations (ICLR) , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents International Conference on Learning Representations (ICLR) , year=

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents PARADISE : a framework for evaluating spoken dialogue agents

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Towards an automatic Turing test: Learning to evaluate dialogue responses

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Proceedings of the 31st International Conference on Computational Linguistics (COLING) , pages =

Reference 52

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents arXiv preprint arXiv:2601.03023 , year =

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents and Geng, Gloria and Park, Danny and Zou, James and Ng, Andrew Y

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track , volume =

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents and He, Junjun and Qiao, Yu , booktitle =

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents ClinicalBench: Can

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages =

Reference 58

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Unresolved cited work

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PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents and Mao, Huanzhi and Yan, Fanjia and Ji, Charlie Cheng-Jie and Suresh, Vishnu and Stoica, Ion and Gonzalez, Joseph E

Reference 62

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Observation de1fbce5-bb35-481b-bb7e-5a7a6ded9627 · outbound

This paper cites Journal of Medical Internet Research , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Journal of Medical Internet Research , volume =

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.258825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c80304c-4a3e-4169-b328-da3805979977 · outbound

This paper cites Journal of Medical Internet Research , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Journal of Medical Internet Research , volume =

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.290120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5467353b-d1c7-487a-9086-04c91a2817b6 · outbound

This paper cites Journal of the American Medical Informatics Association , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Journal of the American Medical Informatics Association , volume =

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.330553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3956f1df-4c78-4a65-bce7-0251293db865 · outbound

This paper cites Journal of Medical Internet Research , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Journal of Medical Internet Research , volume =

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.381143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99e3c458-7e76-4afc-ba8c-49657f8a1759 · outbound

This paper cites npj Digital Medicine , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents npj Digital Medicine , volume =

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.413787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 621d281b-c99d-4e1b-a222-189c274ff6f8 · outbound

This paper cites Journal of Medical Internet Research , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Journal of Medical Internet Research , volume =

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.442579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e8d33b3-5744-4a1c-b2d5-aa4b5cd71ac2 · outbound

This paper cites PLOS ONE , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents PLOS ONE , volume =

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.475559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf8417d-68ec-4074-83f5-fa72605b7898 · outbound

This paper cites BMJ Open , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents BMJ Open , volume =

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.498424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c6c9d6-cbec-4b73-bb34-fc4e24f7b3d7 · outbound

This paper cites Evaluating Large Language Models: A Comprehensive Survey.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Evaluating Large Language Models: A Comprehensive Survey

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.521574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d8f8230-c9c7-4dc7-9701-d771716a0fb8 · outbound

This paper cites Nature , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature , volume =

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.554244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aaf1d19-7dfc-4022-a09f-92b15b08ef08 · outbound

This paper cites Nature Medicine , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature Medicine , volume =

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.597328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed50d4a6-c454-4aed-8004-7289d0df48b2 · outbound

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

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.633720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b99d2425-4fbf-4224-b2fc-4855c7c9b477 · outbound

This paper cites Annals of Internal Medicine , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Annals of Internal Medicine , volume =

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.662260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d8974f7-43a0-4a1b-aa11-0673bffc94a4 · outbound

This paper cites Annals of Family Medicine , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Annals of Family Medicine , volume =

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.672978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a98490-6834-41b2-89e2-18859d70cc3c · outbound

This paper cites 2026 , note =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2026 , note =

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.701316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffa6a04d-d682-4a41-917b-a8e4c1feecd1 · outbound

This paper cites 2025 , eprint =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents 2025 , eprint =

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.761287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a22b90e4-3f35-4165-8489-570cfa65064d · outbound

This paper cites arXiv preprint arXiv:2511.18491 , year =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents arXiv preprint arXiv:2511.18491 , year =

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.796414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44199887-95a3-4403-b665-af61c1d84a11 · outbound

This paper cites Nature , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature , volume =

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.826642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 240469f4-8160-449b-8357-651204248943 · outbound

This paper cites Nature , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature , volume =

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.871152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0bde585-f68a-4e08-9288-f3a9a7e5aa17 · outbound

This paper cites Nature Medicine , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature Medicine , volume =

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.903895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd35f801-4760-4278-a5ea-17ce71bfde78 · outbound

This paper cites Nature Medicine , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Nature Medicine , volume =

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.933035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c6e3de3-a465-40e3-8d67-dc441c1b39f8 · outbound

This paper cites JAMA , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents JAMA , volume =

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:22.965492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea814bd-a2cb-4763-af3d-ac003bdb41fa · outbound

This paper cites npj Digital Medicine , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents npj Digital Medicine , volume =

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:23.002220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d9d1c7a-3ec4-4c60-9e32-e9356c140530 · outbound

This paper cites JAMA Network Open , volume =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents JAMA Network Open , volume =

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:23.045209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6c3f53f-d6c6-40ff-8e58-005d6c899190 · outbound

This paper cites and Haber, Nick , booktitle =.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents and Haber, Nick , booktitle =

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:23.128253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ab3876-fa6a-44f1-8a0b-f4ccc7ee767c · outbound

This paper cites FHIR-AgentBench: Benchmarking.

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents FHIR-AgentBench: Benchmarking

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:23.176529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c1426ff-2c85-4654-b9c8-6801953e1ae9 · outbound

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

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents Holistic Evaluation of Large Language Models for Medical Tasks with

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:23.227686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc251de3-d568-45e1-9bb0-3ab4d26b4773 · outbound

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

PatientAgentBench: A Benchmark Framework for Evaluating Patient-Facing Health AI Agents gpt-oss-120b & gpt-oss-20b Model Card

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-01T02:21:23.281512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers