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Paper Citation Record · LEDGER

Clinical knowledge in LLMs does not translate to human interactions

As of 16 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 3 inbound Pith citation observations for arXiv:2504.18919.

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

pith.paper-citation-record.v1
2504.18919 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:10:33.951035Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:32:50.204525Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T14:12:58.659874Z

Reference resolution

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved15
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d452214-30a5-4173-9304-8581e98fdc14 · outbound

This paper cites ChatGPT diagnoses cause of child’s chronic pain after 17 doctors failed.The Independent(2023).

Clinical knowledge in LLMs does not translate to human interactions ChatGPT diagnoses cause of child’s chronic pain after 17 doctors failed.The Independent(2023)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.232243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.861926Z digest=sha256:ede1f57703d6f1365edd36c400954d5ddd7d8e6444163a24da4b11b490036aa8

Observation 64d3e5f6-4a16-4625-9655-d34810c83a79 · outbound

This paper cites & Published, L.

Clinical knowledge in LLMs does not translate to human interactions & Published, L

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.224175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.864791Z digest=sha256:df82d727f8e77ad992b7fb3c6b1c75439b4ccb8567a5bd66c0ad9e20000fbcbc

Observation b3723578-bbad-4811-8f5f-56a89f862427 · outbound

This paper cites & Choudhury, A.

Clinical knowledge in LLMs does not translate to human interactions & Choudhury, A

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.216674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.867133Z digest=sha256:ffdec259d3ac89261b9ab7bdab1ff26286c1e5a36a71d88f9ee783d323b514a0

Observation dcef3962-40e8-4a7d-a860-6e0a6ee1d956 · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.208893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.869714Z digest=sha256:87226f369c9ad0da862d2c04ca1b52a0deb9a2cf60c5a4c496f88bd1a311ac13

Observation 040c04f5-7085-4cee-8abb-0b4a2a2b67aa · outbound

This paper cites W.et al.Comparing Physician and Artificial Intelligence Chatbot Responses to Patient Questions Posted to a Public Social Media Forum.JAMA Internal Medicine183, 589–596 (2023).

Clinical knowledge in LLMs does not translate to human interactions W.et al.Comparing Physician and Artificial Intelligence Chatbot Responses to Patient Questions Posted to a Public Social Media Forum.JAMA Internal Medicine183, 589–596 (2023)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.202053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.872162Z digest=sha256:cda30d48de1fe6865f9d0a0434c676a6dd93ff5b25cd119183425dde5474d555

Observation 687fe5c8-539d-4702-a11e-697dd6dbd64e · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.195198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.874463Z digest=sha256:1f5ed432d3f169ad86c73066d9b3ea200fb1e20addd6ac269511448fe0a67ac6

Observation 39015112-308f-4703-96b2-f2b420748358 · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.188557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.876936Z digest=sha256:5d58650855784e3a1b3212d61de2ac768aa7da4fa3823dd29601bf0463ef275a

Observation e5e0644b-3719-4f65-9d19-4454b7c78342 · outbound

This paper cites & Salz, T.

Clinical knowledge in LLMs does not translate to human interactions & Salz, T

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.180927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.879136Z digest=sha256:6876a9ce9ae613abc0db9f33deffbeb40b61f12ceb29cb7856b734ab79ebd7e0

Observation d2e3ca02-e7b0-4733-8f6c-78df90956038 · outbound

This paper cites Superhuman performance of a large language model on the reasoning tasks of a physician.

Clinical knowledge in LLMs does not translate to human interactions Superhuman performance of a large language model on the reasoning tasks of a physician

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T10:10:33.881333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:10:33.881333Z digest=sha256:056cda5e88a3caac1f63bbe896bad7f4e6530f2d1395f1bbc0666c8c630a3290

Observation c42b11fe-9483-4210-8bb3-3b7146c7df0b · outbound

This paper cites & Topol, E.

Clinical knowledge in LLMs does not translate to human interactions & Topol, E

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.173075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.884277Z digest=sha256:30d8939d2c195bf4f60b74f9e82ea5a2084140ed2c416c6dd90d3943a1ca71fc

Observation 81f7d2e7-aadf-4a45-909b-09857869b0fb · outbound

This paper cites J., Simmons, J.

Clinical knowledge in LLMs does not translate to human interactions J., Simmons, J

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.164183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.887036Z digest=sha256:926d94e70381fa8877a8af050600657a269562129f1b04fbb8e2fc8507daba6e

Observation f1ce8d4e-79e8-4dd4-aa74-18a2c0421535 · outbound

This paper cites & Cohen, I.

Clinical knowledge in LLMs does not translate to human interactions & Cohen, I

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.156599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.889904Z digest=sha256:8633e0d5576a727ef4a87cf2381f9f3f4a43ac92bee61b6ec47d9b441fecfdd0

Observation 6f0f8b9d-8d5b-46c8-925a-efe1bb7cd7fb · outbound

This paper cites Generative artificial intelligence enhances creativity but reduces the diversity of novel content.

Clinical knowledge in LLMs does not translate to human interactions Generative artificial intelligence enhances creativity but reduces the diversity of novel content

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T10:10:33.892466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:10:33.892466Z digest=sha256:e7b2ceb8a45f77947c5b03ddfdfd462238415cacb604e8aae404131e5d28d0b9

Observation e9c19933-ed30-4e9a-a0c1-b51a5351989d · outbound

This paper cites Digital Access – a ‘front door to the NHS’.

Clinical knowledge in LLMs does not translate to human interactions Digital Access – a ‘front door to the NHS’

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.148755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.895581Z digest=sha256:c1a2d2f9826ef6d7f1e85ae8dbce6c505ae76638f07d17acbe551ffe7321e4ab

Observation 2943ea92-ecb0-4762-af67-1130a0f5ab43 · outbound

This paper cites AI Opportunities Action Plan (2025).

Clinical knowledge in LLMs does not translate to human interactions AI Opportunities Action Plan (2025)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.140730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.898217Z digest=sha256:b8eb9143c87f155b321e800ff2e1f8aa2e16aca725e7e4b72a55b1d7a2c00f92

Observation 666f01a8-6330-4d98-b48a-3967b547cbc4 · outbound

This paper cites Grand Challenges Africa: Catalyzing Equitable Artificial Intelligence (AI) Use to Improve Global Health (2023).

Clinical knowledge in LLMs does not translate to human interactions Grand Challenges Africa: Catalyzing Equitable Artificial Intelligence (AI) Use to Improve Global Health (2023)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.132971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.900856Z digest=sha256:3da1c5909e1eb537103465c47ab3950d34cc33c1fc3d67e2f03b8b685236909c

Observation 07eb55cb-f625-4057-a75f-a5c7d8750e1c · outbound

This paper cites HHS Releases Strategic Plan for the Use of Artificial Intelligence to Enhance and Protect the Health and Well-Being of Americans (2025).

Clinical knowledge in LLMs does not translate to human interactions HHS Releases Strategic Plan for the Use of Artificial Intelligence to Enhance and Protect the Health and Well-Being of Americans (2025)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.124967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.903376Z digest=sha256:067681d929facf8fbfaeadb2a10e5e567c1c3a3c6b5934b94a716c94922511ac

Observation b17ded5d-d8a2-4fdc-9e01-2f73f9482194 · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.115979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.905971Z digest=sha256:7106704d1546958feef69c3137eecef9a0d282a09b098cc910751d7b8432ee3e

Observation 34f6a488-985a-4ffb-9651-dbed4ba62901 · outbound

This paper cites & Petro, J.

Clinical knowledge in LLMs does not translate to human interactions & Petro, J

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.109200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.908463Z digest=sha256:7c591a8f13a22e5e2d03a0d9fbbc88913acb53d56457616538165a5b80ba0895

Observation 5fd8686d-aab5-4b07-b402-10a1d0332a2a · outbound

This paper cites Nature616, 259–265 (2023).

Clinical knowledge in LLMs does not translate to human interactions Nature616, 259–265 (2023)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.102069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.911121Z digest=sha256:abaa2c77d6f4588a4d7bc6edc1a14d791ba926ab31332d1680afec0796dc5430

Observation e148cbf2-d8b6-4095-9121-c183dd0d78a9 · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.094215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.913776Z digest=sha256:dcaf9a80d57ac1b61186f5dcd285e55cc42b564c7ae961771dfe81d5d158acc8

Observation bd4b3900-60f7-4bef-a3a6-9df1932538ff · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.086114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.916446Z digest=sha256:731e5bab997dd5595fac4cbb5c48f2ea1724793a2240e9e9212d749fce7fabaa

Observation 7b0ac0e3-ae29-4e04-8d6e-5f548f7b8888 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Clinical knowledge in LLMs does not translate to human interactions Capabilities of GPT-4 on Medical Challenge Problems

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-16T10:10:33.919759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:10:33.919759Z digest=sha256:efcb8b418239d4d6e5eb67e4fc7180716e9fefa065975bcaba4750332226703e

Observation 639a89c5-7586-4611-833d-613a18693ce8 · outbound

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

Clinical knowledge in LLMs does not translate to human interactions AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-16T10:10:33.922686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:10:33.922686Z digest=sha256:edc1e8f6fa717ba3d14868ff02dfaac75aca42aad4f35835aba12dc695c0138a

Observation 0976fc9a-6143-4791-8cce-a02ac5f160d0 · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.078460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.925686Z digest=sha256:de405b93dc86af11246609f45eb42fe62797d5195b572fa5ecfe89bd54e522c7

Observation 489f889f-e5ac-4ccf-a694-9dea34dda0c1 · outbound

This paper cites arXiv:2404.

Clinical knowledge in LLMs does not translate to human interactions arXiv:2404

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.070058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.928203Z digest=sha256:cdf88a4042a3ef85ebe4ddc759ed5859de214709fbd702abd4f30fe873bd5a86

Observation e70d732c-5dad-49b5-8e6f-6919437106c6 · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.061932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.930925Z digest=sha256:e2e794c22d5ba9597b59ea3c26b2f9154c83b0c1973a995397faab69c0b0d2f7

Observation 6ab089bc-79aa-4fbb-924c-c6a90c391ce1 · outbound

This paper cites & Kamar, E.

Clinical knowledge in LLMs does not translate to human interactions & Kamar, E

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.053972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.933611Z digest=sha256:7a87740b5492f6bd89d1e176092e7fa82620c67ee8c34049f48111c8c75539b1

Observation 83157762-bdae-4c6f-90b8-717c35d6b1e5 · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.044933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.936498Z digest=sha256:362e83a9d81432919b3385b244d6dc54cdcdb73ae11b93f9d18fae4cab8bd646

Observation 3eb7c51f-39e9-43ac-a89d-6230473a576a · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.036612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.939212Z digest=sha256:e68f19fe421e9e5c4eb7422be843d7ea666e63fa7b907472423eb372f2c5507d

Observation dcb8813d-eb47-4f44-9064-1477f3be6c71 · outbound

This paper cites an unresolved cited work.

Clinical knowledge in LLMs does not translate to human interactions Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:10:34.027313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.942763Z digest=sha256:a9bda3857da77e23993423b5ecb6fa1097b641cfb253bb2b8fc73bc29657cab4

Observation f9649c2d-2134-44f0-8c2a-df3559824830 · outbound

This paper cites NICE guidelines.

Clinical knowledge in LLMs does not translate to human interactions NICE guidelines

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.018939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.945722Z digest=sha256:9aaac0a1f80106dc2e93d7fb4e1bde1a2687cc8033f1989faab996499ab0b5df

Observation 4d3653ef-15ff-41c8-bbd8-8ef7cf5f84a6 · outbound

This paper cites C., Ostermann, T.

Clinical knowledge in LLMs does not translate to human interactions C., Ostermann, T

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:34.011123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.948506Z digest=sha256:d7530c8e8b18b4d1e7f7a17e8619e3664bc178d4b3f9a3bc5ab8c1638d7742cb

Observation 6c80fac2-9ef4-4dc2-b46d-ec2e53b6ebcd · outbound

This paper cites Z., Shah, S., Stone, J.

Clinical knowledge in LLMs does not translate to human interactions Z., Shah, S., Stone, J

Reference 34

Resolution
malformed identifier
raw_fallback, observed 2026-08-16T10:10:34.003170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-16T10:10:33.951035Z digest=sha256:c1fd7c1a986136e5dfa817e39f52731006091afaa5a71b422c953bc4d73dd45b

Pith citing papers

Observation 5eb21662-2161-41d2-84a1-d186a9fdc52c · inbound

MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health Communication cites this paper.

MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health Communication Clinical knowledge in LLMs does not translate to human interactions

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-16T14:12:58.662428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-16T14:11:41.843620Z digest=sha256:76a54b2808b8b39c4da3ab7ff0e036171d4e8c414dbaf1ab2d46e282613e6518

Observation 7d79e9ac-8cd4-4db7-b294-a3c7eb8317b1 · inbound

MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health Communication cites this paper.

MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health Communication Clinical knowledge in LLMs does not translate to human interactions

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T10:32:50.204525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5061cb42-0fd4-4833-b1b2-a3987e51c63d · inbound

MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors cites this paper.

MedDialBench: Benchmarking LLM Diagnostic Robustness under Parametric Adversarial Patient Behaviors Clinical knowledge in LLMs does not translate to human interactions

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source=pdf_text observed=2026-05-10T18:49:51.261741Z digest=sha256:81bf9f3705d637f007afc64802bb6bd616e3d2b6b0b214d8ccc578837b2c5751