Paper Citation Record · LEDGER

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs

As of 14 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2608.02520.

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

pith.paper-citation-record.v1
2608.02520 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:39:51.132018Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

49 of 49 outbound references displayed

verified exact0
verified fuzzy0
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e3a0f1a-c9e6-4059-a2b2-f0bc93bcf1ad · outbound

This paper cites LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models , doi =.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models , doi =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.911703Z

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Unavailable: canonical work link unavailable.

Observation 4aabdd43-a979-491e-8434-6987a83a52e8 · outbound

This paper cites 2025 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2025 , eprint=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.926576Z

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Observation 3880d738-8e60-4d69-ac76-75fd1518a69e · outbound

This paper cites Proceedings of the Conference on Health, Inference, and Learning , pages =.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Proceedings of the Conference on Health, Inference, and Learning , pages =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.930646Z

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Observation a5b46705-36ae-465c-a170-7ec67eea87c8 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2025 , pages =.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Findings of the Association for Computational Linguistics: EMNLP 2025 , pages =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.934945Z

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Unavailable: canonical work link unavailable.

Observation 3f22f3f3-a1cd-43a7-af42-4b5315d547eb · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.947191Z

Source-reported events for the cited work

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Observation ad8a34fd-09b4-4df8-9d68-b88f7123588c · outbound

This paper cites Aho and Jeffrey D.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Aho and Jeffrey D

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.956638Z

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Observation df448cd2-9ec2-4bd9-b212-fc387914a4e1 · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.960744Z

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Unavailable: canonical work link unavailable.

Observation 139a5859-7f6f-4b82-a4a8-2183f84d1972 · outbound

This paper cites Chandra and Dexter C.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Chandra and Dexter C

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.965393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab8ed3f2-8154-478f-a362-39f8c2344603 · outbound

This paper cites Scalable training of.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Scalable training of

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.969289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01b778ca-48df-4613-b667-60cb49ed57ec · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.972987Z

Source-reported events for the cited work

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Observation aa548e79-e37a-44ef-9a98-aa0449570fec · outbound

This paper cites Tetreault , title =.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Tetreault , title =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.976929Z

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Observation 4ea85cd1-0676-43db-87aa-8f4317d33ba1 · outbound

This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.980909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd68646e-669e-4799-a158-14fc32931a77 · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.988514Z

Source-reported events for the cited work

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Observation c53a4209-81b4-4ad0-9cb7-4d398b63e498 · outbound

This paper cites Arora and Jason Wei and Rebecca Soskin Hicks and Preston Bowman and Joaquin Qui.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Arora and Jason Wei and Rebecca Soskin Hicks and Preston Bowman and Joaquin Qui

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.992419Z

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Observation 98e3ffa5-fa46-45a7-86ad-a53a6fa0da2a · outbound

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

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:50.996391Z

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Unavailable: canonical work link unavailable.

Observation 20b33465-bc89-4a3d-88cb-91f9117295b8 · outbound

This paper cites 2024 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2024 , eprint=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.000707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89e924d2-520c-42a2-8f0e-79a5d84aeb8d · outbound

This paper cites 2025 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2025 , eprint=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.004611Z

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Observation 51acd4f8-0309-4185-86ba-c24251e58c66 · outbound

This paper cites 2026 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2026 , eprint=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.008526Z

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Observation 6c81dad3-46c3-4a1a-a39b-a57ecb388d86 · outbound

This paper cites 2024 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2024 , eprint=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.012312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43336375-cd6b-4bbc-ae73-8da3768ea1cb · outbound

This paper cites 2025 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2025 , eprint=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.016342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d2ef09-c9dd-4a1a-a55b-140f5b0bef67 · outbound

This paper cites 2025 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2025 , eprint=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.020059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf08d36-7c0c-4865-8b07-0c6fb59ac880 · outbound

This paper cites 2025 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2025 , eprint=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.023872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c14d52f3-2c77-4da6-9a9a-e172d29a1bc1 · outbound

This paper cites 2025 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2025 , eprint=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.027597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166aa3c0-7847-4940-8637-0b58a5e492b3 · outbound

This paper cites Richard Landis and Gary G.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Richard Landis and Gary G

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.034961Z

Source-reported events for the cited work

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Observation f4ee059a-0d73-40b1-b7c9-57367c569867 · outbound

This paper cites 2026 , eprint=.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs 2026 , eprint=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.038748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 894cd59b-9562-4d79-a974-41e6f4b9283a · outbound

This paper cites Phi-4 Technical Report.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Phi-4 Technical Report

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.042607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2c98072-9e78-42e8-acde-ea43fe5256e1 · outbound

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

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.047045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0a13907-9d49-47f6-9cfa-92230c4b2d38 · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.051003Z

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Observation 69a2c01b-9fa3-4097-95ed-5af5e47d7779 · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.054700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 271ae814-0b75-45f8-a7a4-b284ff438196 · outbound

This paper cites Nour, Seth Spielman, Samuel F.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Nour, Seth Spielman, Samuel F

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.058354Z

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Observation ccf67d7c-9d45-4162-a079-2718c8790e90 · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.061844Z

Source-reported events for the cited work

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Observation ca67ae99-19e7-4f5a-910e-3bdfe8bc650a · outbound

This paper cites Agarwal, Joanna Lin, Anson Zhou, Roxana Daneshjou, and Sanmi Koyejo.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Agarwal, Joanna Lin, Anson Zhou, Roxana Daneshjou, and Sanmi Koyejo

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.065404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d64771b9-7528-40f2-ab87-38ec065001fa · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.068831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9f287e1-1c8f-4d68-9d7e-0aabee756304 · outbound

This paper cites The Llama 3 Herd of Models.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs The Llama 3 Herd of Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.072170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c1dafee-0f96-48f4-9283-3fd36af8d3cc · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.076396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2569f12a-4c63-4f23-813f-c125af6d5e27 · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.080362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11a93628-9b4a-4d3f-ad51-483a63abe15b · outbound

This paper cites Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.084130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd5d6718-7086-49da-9e0a-337a06309ca2 · outbound

This paper cites Richard Landis and Gary G.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Richard Landis and Gary G

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.087700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02e38baf-7b24-40e6-b3b3-7e8d87906324 · outbound

This paper cites TRUTH DECAY: Quantifying Multi-Turn Sycophancy in Language Models.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs TRUTH DECAY: Quantifying Multi-Turn Sycophancy in Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.091496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf5464c-acc4-4a88-bb4d-fd5ac8d156c0 · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.095486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9ad7fed-96ee-478e-a747-7699d5001427 · outbound

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

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs gpt-oss-120b & gpt-oss-20b Model Card

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.100092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69e7dab1-c165-4b88-b2c2-d94c66dfcc17 · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.104413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c731a2-7502-47fb-8c21-8018a7ad1652 · outbound

This paper cites SycoEval-EM: Sycophancy Evaluation of Large Language Models in Simulated Clinical Encounters for Emergency Care.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs SycoEval-EM: Sycophancy Evaluation of Large Language Models in Simulated Clinical Encounters for Emergency Care

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.108534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 853d4c99-3ef1-475f-bad2-05a619d9e00f · outbound

This paper cites Qwen2.5 Technical Report.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Qwen2.5 Technical Report

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.112257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3b0b2c1-7938-4625-8d56-e5d1edc24d51 · outbound

This paper cites MedGemma Technical Report.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs MedGemma Technical Report

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.116538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6593e365-6caf-4edb-a421-9fdec7d3f3e1 · outbound

This paper cites an unresolved cited work.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.120570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bffaab62-699a-4f26-8eba-ce87d0dc4c73 · outbound

This paper cites Gemma 3 Technical Report.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Gemma 3 Technical Report

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.124286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a08117c-24a2-42a0-97eb-b7ed7a34e26c · outbound

This paper cites Qwen3 Technical Report.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs Qwen3 Technical Report

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.128212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fed3ac2-21f6-4119-9e58-b9b15bebf9c5 · outbound

This paper cites LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models.

MedPRESS: A Multi-turn Benchmark for Patient-Pressure-Induced Medical Sycophancy in LLMs LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-04T05:39:51.132018Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.