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Paper Citation Record · LEDGER

LLMs Can Simulate Standardized Patients via Agent Coevolution

As of 14 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 3 inbound Pith citation observations for arXiv:2412.11716.

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

pith.paper-citation-record.v1
2412.11716 v2

Coverage vector

measured 93 of 93 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:44:21.986893Z

measured 96 of 96 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:41:11.091609Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T02:57:38.586575Z

Reference resolution

93 of 93 outbound references displayed

  • verified exact0
  • verified fuzzy10
  • unresolved82
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df1146d4-08d3-4216-b3b6-c8e8c4a92ca3 · outbound

This paper cites - The understanding of medical terminology will vary according to the character’s education level.

LLMs Can Simulate Standardized Patients via Agent Coevolution - The understanding of medical terminology will vary according to the character’s education level

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.557254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.557254Z digest=sha256:3799af2c72c1a9e9f15f8873a027919a0bb9ed8d796d9b1b0a6d9bcbff6772d6

Observation 07a8d6b2-7bea-4ed4-9eb4-6ac29600033d · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.561797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.561797Z digest=sha256:849dcc79c54b95aebc8f9c6f1cdd0ba1bb48d5f8a478868cffb54c726c2833dd

Observation d13b2683-5dbd-45a9-8365-b87ed5b193a5 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.566897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.566897Z digest=sha256:ae8b258668ccc4047f558bd91209828fbaf6cf1fbd669612974315ee0164af89

Observation cf7f8d66-4858-43f6-87a0-b177bc679f7d · outbound

This paper cites If the information is provided, respond clearly and accurately in accordance with the character’s personality, possibly using medical terminology.

LLMs Can Simulate Standardized Patients via Agent Coevolution If the information is provided, respond clearly and accurately in accordance with the character’s personality, possibly using medical terminology

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.573052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.573052Z digest=sha256:3f8c5db39ef3664ecc70b8acf1d563de3956b8d0c27fb955c5941e3cdceb91ec

Observation 5301730a-e716-4e7f-8cec-517c8d2248de · outbound

This paper cites In this case, you should selectively answer or refuse to answer based on the character’s personality.

LLMs Can Simulate Standardized Patients via Agent Coevolution In this case, you should selectively answer or refuse to answer based on the character’s personality

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.577934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.577934Z digest=sha256:e361374cf03565ea60fb77e8531ccb810fbd1f48ad93072adc5c10983454289f

Observation 4d22887c-3df1-4706-9231-9428ee8d582a · outbound

This paper cites Please tell me about your medical condition.

LLMs Can Simulate Standardized Patients via Agent Coevolution Please tell me about your medical condition

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:23.303817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.627244Z digest=sha256:c95c32ffdffa7b9a9dfc11d6e240113427b3f82572cd82714e264383da9bfd48

Observation a5eb2748-1847-43b1-9b14-83725557326c · outbound

This paper cites Different personalities may have different memory abilities.

LLMs Can Simulate Standardized Patients via Agent Coevolution Different personalities may have different memory abilities

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.582720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.582720Z digest=sha256:077d53b61e6da42ccc6fb7800a6fe2a3a7e885a4fc279a2e37588cbb81403ee7

Observation a5c44df7-3a75-47ee-bd11-0d51895bb6b2 · outbound

This paper cites Frontiers in oncology, 10:85.

LLMs Can Simulate Standardized Patients via Agent Coevolution Frontiers in oncology, 10:85

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.536624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.536624Z digest=sha256:309b1a578e1de29b1ecfc23ef4aea2a413ff3413b0383837e9228b3af4f4496b

Observation 6855604f-f85b-49a6-ba8c-d6bce9f52cd3 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

LLMs Can Simulate Standardized Patients via Agent Coevolution Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.541778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.541778Z digest=sha256:01498d858bc6db3c0cda88234ec64828e336b68f870fc53d54dbe74dcf8a7e80

Observation 033ee49e-3332-4eb6-aea3-d5b8f33765cf · outbound

This paper cites CoT-SC(n).

LLMs Can Simulate Standardized Patients via Agent Coevolution CoT-SC(n)

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.547324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.547324Z digest=sha256:e81108e143b8a4845aeafda11f3cfe61dfe18d5fc14883cd5163f480463e2097

Observation 0d43dec5-4dd8-4fa6-9b0d-00d6a98669c2 · outbound

This paper cites B Initial SP Requirements Here, we provide the overall SP role-playing re- quirements used in our framework shown in Fig- ure 9.

LLMs Can Simulate Standardized Patients via Agent Coevolution B Initial SP Requirements Here, we provide the overall SP role-playing re- quirements used in our framework shown in Fig- ure 9

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.552226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.552226Z digest=sha256:c6620df738c2d310cca4a3faef29a83db3520b45daed6faab8cedfeaa97ec8cf

Observation 97891b0a-afd6-49fd-9b6d-3323f4621edd · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.112015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.696171Z digest=sha256:085b457c1f98a4338d9453618e64f1ec273c6361eff67e94331f7184117d3b98

Observation aa326623-be98-44d3-a3af-9bfc8387f64a · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.092828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.703111Z digest=sha256:8fe4c77586d96453f3601af1ba98bb4b0ac4f4472a9425f2a3442df65373255e

Observation e84c3c78-92d7-4a25-9006-601bf05ce01c · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.073948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.708008Z digest=sha256:ee23f79271a23e53de679f59e0eda373fab7083e5e82ed0b297225f81072236c

Observation b3c9bcf0-aa11-49e0-b29a-aa15c2cd4434 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.057476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.713186Z digest=sha256:95409bf23c326f30f6bd3c43af914355d22ac2f218dd4aff7befcb9b7ce9f7ba

Observation a43ce391-7173-40b5-b39a-582b52c342db · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.041226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.718048Z digest=sha256:3e7b68e3a7db181d27a52a2f3ff3996932c4c2206988c3dee1311d7e7ce0c048

Observation d616da13-952b-4121-9788-0c36b5b794ab · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.025146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.722786Z digest=sha256:f510a1e252e495aa2a8343e6019a917c422aa8f6cee71666cbff12748c1c0a47

Observation d81c0752-b1ef-45c0-aed2-50ac1d5f9d6e · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.587394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.587394Z digest=sha256:f1157810760138fa4cc4093a4ca4fce42553db566f3b9ced259d29144985c4f0

Observation dd3ed1cf-7473-4eb5-8c7b-b6e99af7e7df · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.591975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.591975Z digest=sha256:1ac1557ce5837a76b860d6e4dc1353862bc5e99cf954e216912286ca98db6c59

Observation fb310dcc-4ef4-4450-bfb6-049c87052dc4 · outbound

This paper cites Doctor, my stomach hurts so much; can I receive treatment immediately?.

LLMs Can Simulate Standardized Patients via Agent Coevolution Doctor, my stomach hurts so much; can I receive treatment immediately?

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:23.398692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.597040Z digest=sha256:ec414b674e6c593403b282351d4d11ba5f71bd80df0085c20d6400b08f8f10bd

Observation d9c1ad59-9c8d-484a-9b8e-245b7a34b681 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.381939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.602113Z digest=sha256:bbdac293b1e618df93a5e38cc60cf0ff0eddb076b1e5bf99d2aa42d53e82b15b

Observation d7b787af-4191-48e9-8692-03b73e17c405 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.365282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.607040Z digest=sha256:6eb5fa3d13e9d9179fa25ef4833de085ae86794893f1f1b63bebdb3e35dd198e

Observation e6357784-6fa6-42c1-8394-92f96a12b913 · outbound

This paper cites Figure 11: Word Cloud of our used Chinese dataset.

LLMs Can Simulate Standardized Patients via Agent Coevolution Figure 11: Word Cloud of our used Chinese dataset

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:23.349555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.612202Z digest=sha256:510ac0045629ff853a2896698c32bfa75758318b75d763fb29c2b3fa0a98ad21

Observation e964e89f-d002-4e58-b31b-bae7baf392d5 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.334024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.617631Z digest=sha256:a6b24cb962368efd9ebe46230056ec6725f8eb38040f88d7dbd903beae0cc0ea

Observation c328fb02-f4f6-4ded-9f29-5d319bac70e7 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.319099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.622517Z digest=sha256:dba76e27229edf1f11ae37173835cd52d26b63b0ee213013eb5322d3c5e37bac

Observation fd5c1760-3742-4b91-8579-392942de2055 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.287268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.632429Z digest=sha256:1c8f0fdd6e26237322c1a9447c09b47ac92ea9ac00e7d67d5d874e611e9ace80

Observation 235ce095-bc7e-4316-b49c-c8820ed6b356 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.271978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.638519Z digest=sha256:456fd1b4bce0a60adcb5f6f18ec1972dde4d0ab5398b86ec5a6b200363845426

Observation 6a0a0cd7-f60a-408c-9e56-84e2fc6b6e6b · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.256315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.644556Z digest=sha256:a0619d764d8b7c61b030de36704a34fc19b5fe4ff7334259a2806d5a4823a964

Observation cedd1ca9-aea5-4753-b835-47dc86f1eeb0 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.240998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.649669Z digest=sha256:9eb65c7d94d8cffd2724ab7f8cf130c8904a55f9c888ca7639ea9293e756aab0

Observation 4eb3c93a-7b2d-4a20-8069-f1bd7d7241f6 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.225550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.655498Z digest=sha256:45f7c6814282170e2e9e30ae44f1ccb00b09eaaa483995294874ddaf7ede0ae5

Observation f06570c1-8f11-4e42-9cb8-b66aa59080d5 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.208987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.660904Z digest=sha256:5c0ccc403a45a385f481cfdfcd7c131aadd9ee1af22e7fed76bef0b060704405

Observation 222969ce-4de9-4a29-805c-8a4a05d734f6 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.193589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.665997Z digest=sha256:db958b4469ff1a5986ff2624175a42178fb89124e48ba8b913e761cd80e2c4ee

Observation be9d6088-444c-4b75-b7a0-f0fdd6c49e75 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.177643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.672387Z digest=sha256:dead10fc1ec0c345f1d504c3e1aa3b70d946294fb494f770c50651f6e50b9478

Observation 2a58a998-332b-4d5e-a234-a68f96a82732 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.161618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.677805Z digest=sha256:ff6f9c8dfc4392d2e36b78642f22ec2ef0f4d0c85679db3a838829e4c2021b9c

Observation 17c247e2-ec92-4408-80ce-8cdbdfad7f87 · outbound

This paper cites How have you been feeling recently?.

LLMs Can Simulate Standardized Patients via Agent Coevolution How have you been feeling recently?

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:23.146260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.683911Z digest=sha256:a01f695ae8d7050f20bb8393ac0ab17f7708d22c18af8133f7945b1812878822

Observation 17b722e3-b11b-4980-9b93-eb29585370e7 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:23.129427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.690340Z digest=sha256:7b18d6a836c5e62ecc83ce7b84e31f7ef654764b4563c92e114ac8237cd2be2f

Observation efee3d56-485a-45ef-9195-2cb58ea64e06 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.700073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.828220Z digest=sha256:3eadefaabc7624f40b4e118b33f16b6e2dc00dafd6a642472d8f14b77ae16e5c

Observation 26ee6758-9f87-41d7-8e4e-b12e587458de · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.679971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.833405Z digest=sha256:a81de13760d9a4d5bbda0f29a280a63a32c114868605ca51f74dfc871c7bf9b7

Observation 843840b5-817e-45ee-b42f-a33bd30f58d8 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.663262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.838535Z digest=sha256:b520cb6c748d487a111353e1a3d3568a80de249c1f53a3cb2b585f4e452d0d0a

Observation 7520edb9-15fe-4630-87ea-15dd788d208e · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.645788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.843319Z digest=sha256:620d8e0c323f81f3b5a2085d3e4a1605280493d28a1ef4f9f8b3e4d93c2702c7

Observation ab290d4c-5d66-498a-9ad8-1a963b28bd33 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.628040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.848088Z digest=sha256:07829b19ef7b11171d38f38cfe0feeab8ad8659fbbaa91cf534e6803e9ff5cfa

Observation 49fa2d4f-4482-4553-ae76-1bff0584d580 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.609957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.853516Z digest=sha256:effb428ec2ec602da389dfe94e06ff27c4906780755cab1e55abf320e6bbdf92

Observation 996bf2b0-a009-42a7-b955-69ad2a5fece5 · outbound

This paper cites Do you have any pain in your body?.

LLMs Can Simulate Standardized Patients via Agent Coevolution Do you have any pain in your body?

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:23.008980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.728501Z digest=sha256:70c5a36122ef8bca6a4b40e0b335429c757dfdea9e8197542da8e0cc09ff972b

Observation 411254a0-a9ff-4633-a7d0-1bb2bcad129a · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.990674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.733643Z digest=sha256:b510d8720b6db27fd461f0c24302dd4ec9f12c088adbeb45436f4b758f50fefc

Observation bdd0791b-4672-4f33-9c9e-3cb3307f58f3 · outbound

This paper cites Do you have a runny nose?.

LLMs Can Simulate Standardized Patients via Agent Coevolution Do you have a runny nose?

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:22.974248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.738620Z digest=sha256:e295d49b222ffe49d48c415687749f5c7f5d80d9f10edd1c07e8699a8a5c0ce2

Observation b83cfa5a-e8c1-4e67-bfdd-f6c801e6677f · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.957951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.743829Z digest=sha256:60d0ca74f5b12090fea90f03270c591ab8e2d49d5e06e6db832b908a0e5dfb77

Observation 3194d9d6-bc78-4d72-9bd8-2b4f23f4cfd3 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 48

Resolution
parse uncertain
raw_fallback, observed 2026-08-11T14:44:22.942094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.748973Z digest=sha256:bc2d35db792db561afaa9c9d1ebaa6f81fd84c7747f50f41b09854e76a9f9b8b

Observation 7ee54795-b505-4260-ae8d-da472ccdf915 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.926916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.754395Z digest=sha256:27e931688801d359a1f8d32a6a5bb02dfab0fa3d2f86ce82c4b54726fea5afb1

Observation 94950269-1d91-4bd0-a8f6-7da4c588d385 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.911811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.760190Z digest=sha256:7af3cd5037ac2d063d86452026cfe9779eee16a4abee72ab5db40eb340db6b23

Observation a012aea0-b12c-40de-a9a8-a25e4fb0c4d0 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.895839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.765804Z digest=sha256:4f936036d0ecb2b1793d223d469597b13e118be86888311808270cba1d11f81d

Observation 2200e7e6-7ff8-48ad-b311-ee1ade58c995 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.879768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.771094Z digest=sha256:23a6848638e64743d192eb48349b98a56bb96fabd9a03f8d7739a97624d34c89

Observation c43beba2-534d-43a9-9631-c35c8bd26ad3 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.863996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.776719Z digest=sha256:ae01277d38a6e8a9e8ce3af3afa5479be6ed241acb8fdcce33460559ab6ecd2d

Observation 9eb852d7-8239-4eca-a93b-1ea2466f8c9e · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.847415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.782466Z digest=sha256:e91f00e679e093ec547d84a07b7337a75953935a1bc62c91e53129d4812db6b7

Observation 56fd6ddb-d012-4ca3-9da6-41e1a9b3534e · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.831700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.787948Z digest=sha256:8c06194c0a27b4d8d05a9199c4f93fb95f5861aa706b9e84d26f9a1abe695e8c

Observation 875ffeb1-d2df-4060-bb9b-8b6d19193bf0 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.815908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.792644Z digest=sha256:fe3f79db63f1fefda84250677c0a80c81569926f5b2a70b2d27c761910f77dc2

Observation 7338014d-98af-4040-bf60-db02debfe52b · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.800426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.797847Z digest=sha256:024b2401b2e8ba3695ca9171b5deace83a378640f559f23cec0fe22e638e9d7d

Observation ebdb88fd-d7da-4f0b-b42d-da5a36ffc3f2 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.783891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.802876Z digest=sha256:6e21849853fcf71e0abcf330e0bf6d7ae1cc177072a3e21d639a1d01f84831e9

Observation 84042834-bb57-495c-825b-fa65a23bd640 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.768217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.807991Z digest=sha256:10f123ad89cb1c3ca13a6c5a770055fc8dcf0c22393162fb9d3a5776637e3658

Observation 59c3fb6d-f6d4-4f38-bc17-fd9d8afb1c5b · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.752050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.813442Z digest=sha256:c1fb71affc6998dbaeb6f633a192b66bcfbaeb05fffd6d4e2d0ac0b00896b9c9

Observation 2b2e7210-b8da-402c-bc87-92c930cf6220 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.734400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.818609Z digest=sha256:3d757a6af43b4cc2e7fe2a8b214f79fd0bd0d48e0fcd7be7a8e8f523a9884ce6

Observation eedf08ec-a901-4555-af4f-bfe6f23d4b4b · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.717623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.823278Z digest=sha256:0762baba61b50b94033ee9a4bf31ccc1d5b3269d83779eae7c0cfb12b3726955

Observation 30793e22-9fdd-4c85-b211-1233d23b2e9e · outbound

This paper cites List of Some Cheat Questions.

LLMs Can Simulate Standardized Patients via Agent Coevolution List of Some Cheat Questions

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:22.591783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.857680Z digest=sha256:340f2e085a631063151c7deebe1fc10fbab992d67c3384415ca2db6200fd98e4

Observation 126e5363-1a5a-4608-b12e-bb3de94fb446 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.576075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.862556Z digest=sha256:95942706d196e14028f681556bc3ce382d624db22329b10fa2939a13420441fe

Observation 5a113f03-f943-4d30-b26b-aaa1d6322517 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.559985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.867304Z digest=sha256:4bd99a1f9c36568c0a17684aea8f8fc0e3b9fe91a5a445481f5152e1ba73a5ed

Observation 9ded3876-ba82-4775-84ea-d83d775612a9 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.542918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.872076Z digest=sha256:45783f87510c68f8cbd7b58b46c35f3ac440d0b515d6daad76777b69b13e4cfe

Observation 0e94c9b5-8eba-49ca-a57f-b2697631ad05 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.526271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.876990Z digest=sha256:0750a84c9a59d3c7b1ed290efce3ccdfaf6dc78c2217200c0a7aa2b2c6444938

Observation 718a9f2f-3fd6-488c-94a1-182b302f30f0 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.510775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.881716Z digest=sha256:01f6bf503e2abda1cb7a6318bbfcf3d582eacc5a5015148646880597f63c4997

Observation 9e95aef2-afbb-4338-8605-309a399e976e · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.495745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.886426Z digest=sha256:d3ce44400193bdf2f11057a21ee44bdfff830b340998c21c39f643fa302ec46a

Observation a3e6d49d-e731-41c3-90f3-ed475b0e0561 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.480691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.891980Z digest=sha256:dfd2c5105e6365ff60aaeec73f5893850bd67185d9f986ddb3c15623b779eeac

Observation 71e7e0fd-b939-4127-a3b6-aecf7fb42764 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.465786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.897129Z digest=sha256:30f690708fcee09782b6776345736929b8a6ce82c04581c51df34fd2847b6003

Observation fbdde857-1428-4830-8e34-b05bf6c297a1 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.450187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.901767Z digest=sha256:8333662984885de20cb4242ea7d0c402a5db32ee6987bb57d1a97eaa827eab4a

Observation ed547307-fa2e-4ded-8adc-805a38304158 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.434213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.906493Z digest=sha256:76067fd9e2a75f21c349b6fe36d4099bab57d0ba47fe6b222ec3b80127c8e645

Observation b0946d43-4596-4468-af91-81b94b2402ed · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.417308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.911246Z digest=sha256:a738da1cf6b55abe6010add15e5ed196fa9e25719e1100be5d84f8086c181c69

Observation 71074935-1ecc-41fd-af78-1fe7a3cabaa9 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.399103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.916087Z digest=sha256:231502c5487b4b5fc4d92e4c48e88142b47dd2bcc5a8f80b478cb79dfddcb565

Observation 2c0e26bb-4ee6-456b-848a-8cf45e37ea2a · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.382512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.920900Z digest=sha256:eb4e73488bbbb0509e5b4131c0c5b60a961952c784e254e0aeb3fd72f74137c9

Observation 597c5bcd-83c3-4fdc-8b3f-6473e6937b42 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.365855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.925857Z digest=sha256:b0291d674b3c0b615dcbe03d3bc15665c09d7b50fc5a17c822c621d9e133fd08

Observation 870fa569-7064-4691-bff6-56e6820c0222 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.350342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.930917Z digest=sha256:28f0b0883eb61655a207987eac42e7a34fdf4674f5485e51785b889fc2667a9f

Observation d547dee6-1246-4fc3-a139-cdd91d89d9c0 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.334066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.936571Z digest=sha256:2e6ed3019298e393ad172a2327350c6edaf2cef9edc7e3c85604a45bf0cd611a

Observation 1e5523ef-732d-472e-a890-adcda82df27f · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.317169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.941847Z digest=sha256:e363629d91eb934ad72c6780fe4b0f49b6934760fd6307f7c9bf97269df77345

Observation 11c20f32-183a-4c43-9703-980a705dbde8 · outbound

This paper cites This is very important, so please provide a detailed response.

LLMs Can Simulate Standardized Patients via Agent Coevolution This is very important, so please provide a detailed response

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:22.298556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.947379Z digest=sha256:b68a7b149230b4a5fcdf1df944515decb7f549a9fe4db0ab8c7fb5c7e485d989

Observation af79a70f-f282-4ee9-9b98-09a384c6f2b8 · outbound

This paper cites - The response should not provide too many results all at once.

LLMs Can Simulate Standardized Patients via Agent Coevolution - The response should not provide too many results all at once

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:22.280149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.953721Z digest=sha256:a15737a9d00b8f7402a4a1584261a96f1ed9819772c30ea5113e20515decb518

Observation 6570ff30-dce1-41eb-a028-4e4c7e879943 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.260764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.959796Z digest=sha256:0077f2970086a9f4d94c9f3fc4681e4018e5ea29744eae2538178f427c4824f6

Observation ce769dc4-dc5a-4acd-9d66-0d1dc67033fc · outbound

This paper cites DDP+5-FU chemotherapy for 2 courses,.

LLMs Can Simulate Standardized Patients via Agent Coevolution DDP+5-FU chemotherapy for 2 courses,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:44:22.244484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.965830Z digest=sha256:82e2114b303fe955c3e27eda48e9c218ed5d1760c316c30112cba2d95bbedd0f

Observation 3953530d-f989-4293-924d-ff3cbd7648b3 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.211310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.976358Z digest=sha256:0c9767cadc2658cd35e7b0aaca1c98249c5d202502fea72dd9b9f3d8bff5c07e

Observation 6b534da4-2755-415c-98a2-3cddae0855a0 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.227245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.981437Z digest=sha256:0149257b980008de2ee073c32243bf049fabfed9e59f7d70542c1b2959da0298

Observation e58323af-dd68-4281-a6ab-13bb0ac34cd5 · outbound

This paper cites an unresolved cited work.

LLMs Can Simulate Standardized Patients via Agent Coevolution Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:44:22.193633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T14:44:21.986893Z digest=sha256:d794d25f451b690cc0d2c646794a5645165cfc9e44a37ede07dfb67b221a6036

Observation 91e007eb-42fc-40c6-a3a1-13da4f45b5a0 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

LLMs Can Simulate Standardized Patients via Agent Coevolution Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 2006

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.496197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.496197Z digest=sha256:4077cd452daf7bb2d235b3e8ae65fae8771589b528406318aebfbd77c52bb7c8

Observation 473563e7-d10a-437b-a3f5-669ff06ff0b7 · outbound

This paper cites CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society.

LLMs Can Simulate Standardized Patients via Agent Coevolution CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.508342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.508342Z digest=sha256:e3ff6d849fec258a4304372613de2dc1625b48edfc52695d3412f95b1b4bd114

Observation a69588a9-4625-4bc8-9879-139f00f7462f · outbound

This paper cites In Proceedings of the 2019 CHI conference on human factors in computing systems, pages 1–13.

LLMs Can Simulate Standardized Patients via Agent Coevolution In Proceedings of the 2019 CHI conference on human factors in computing systems, pages 1–13

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.525997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.525997Z digest=sha256:7a2f4bf0f3ceaec867a706468ff856047c3f4c4e4e5fb304e40893baf1b6e154

Observation d9a327d7-1f87-44bd-a02d-c32d972d996b · outbound

This paper cites Deborah L Feltz, Lori Ploutz-Snyder, Brian Winn, Nor- bert L Kerr, James M Pivarnik, Alison Ede, Christo- pher Hill, Stephen Samendinger, and William Jeffery.

LLMs Can Simulate Standardized Patients via Agent Coevolution Deborah L Feltz, Lori Ploutz-Snyder, Brian Winn, Nor- bert L Kerr, James M Pivarnik, Alison Ede, Christo- pher Hill, Stephen Samendinger, and William Jeffery

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.502848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.502848Z digest=sha256:a1952aa848ba36afa8efe38f7c3d8c0d134d3dbfe67991ccf1173b503a9dbb7c

Observation 7c7af22b-28b8-43c7-9260-a9c1424d6b41 · outbound

This paper cites Scaling Large Language Model-based Multi-Agent Collaboration.

LLMs Can Simulate Standardized Patients via Agent Coevolution Scaling Large Language Model-based Multi-Agent Collaboration

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.520154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.520154Z digest=sha256:5698329c2629e40fa73ac8b0cf42fef05852658326729c21d5c1c22b691f6326

Observation 2f7a8ece-f288-470a-9158-eb6e848f990f · outbound

This paper cites Nature, 623(7987):493–498.

LLMs Can Simulate Standardized Patients via Agent Coevolution Nature, 623(7987):493–498

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.531177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.531177Z digest=sha256:e6a4122782c24f56af4fd1b4e0b337a53ab6b5e6cca231a555326de537cc35ea

Observation ca538783-42ad-4006-9089-b3ae2e4c3f4e · outbound

This paper cites Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents.

LLMs Can Simulate Standardized Patients via Agent Coevolution Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-11T14:44:21.514136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:44:21.514136Z digest=sha256:ff9ec7216633d34c227a90829ef2351f94c80519eef10dd1e8d26f70bb79403e

Pith citing papers

Observation e59682c6-3b48-4ce3-8252-4b0ed007aafb · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review LLMs Can Simulate Standardized Patients via Agent Coevolution

Reference 166

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:57:38.588154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-15T02:57:37.873567Z digest=sha256:2b3a757ea33c3fce287097dbaad5d43d2a7f3b4f74786033279bab427044d530

Observation 8c0f131c-f739-4fdf-9d22-728136fdf9ea · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence LLMs Can Simulate Standardized Patients via Agent Coevolution

Reference 214

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T22:23:15.120894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-05-14T22:23:14.621091Z digest=sha256:a7d6c939ecbdaafd4565919d43e58ed3b8ff8a3ca973751ddff3dede837266bd

Observation 3a30233f-dc47-4ab7-af8c-1e9a6ae38f25 · inbound

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies cites this paper.

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies LLMs Can Simulate Standardized Patients via Agent Coevolution

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T19:41:11.091609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:41:11.091609Z digest=sha256:596b0fd3111ab05377f44d1a21a42a6715e8555c1c1d06e68d8a10566d3c7fe5