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Paper Citation Record · LEDGER

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives

As of 20 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2501.06964.

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

pith.paper-citation-record.v1
2501.06964 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:52:38.390990Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:28:06.163009Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:28:06.702565Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved54
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e4c6e84d-cfa5-47dc-a55f-1f5d866584ca · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.109415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.109415Z digest=sha256:a7c906e0d67fd2db7b27d1a44aa995be687f3f191d90ae6e69ae8085d584e5a4

Observation 95dc3be5-960c-4551-b775-52b05fdd94fa · outbound

This paper cites Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.114365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.114365Z digest=sha256:fed7f923257395e6d93b58973a28caf2671780243cb7733b0a08361736b8f19c

Observation f884e556-5316-437c-81c5-975c040ec9ae · outbound

This paper cites PaLM 2 Technical Report.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives PaLM 2 Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.119669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.119669Z digest=sha256:d5121729769a0defd20242c2e5eab3c9bb20b342b01bfe5e9e67b7eccc15b6ae

Observation 809ae128-ac8d-4d93-9645-2e8e7452df2b · outbound

This paper cites Argyle, Ethan C.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Argyle, Ethan C

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:52:39.270480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.125344Z digest=sha256:ff66024d6afabd829e65290963ede45a7bf9449a817e70921ad356dd289b8def

Observation 50d0ca43-39ba-4a3a-8832-051ee9c5e15a · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.252984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.129647Z digest=sha256:e39158317b35d287aa75e5dda200d4c9c7942f7ba6911fc3c39f380d6cd52b30

Observation 4507503c-809f-46c8-b2e1-44250201e61e · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.138264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.138264Z digest=sha256:3a58356987c06dbc2b6151af1c46560ff6a7670724a21a5d58c4466d6c8ba498

Observation b92ad426-0e54-4477-9607-94e737cbbe03 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.225558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.142964Z digest=sha256:622789e4b9bb7e112d0d0bc225508d794edd5147544ae282f2036fd682162773

Observation 1d6f8d07-582d-48d4-acd2-beb23e4661a9 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.206637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.147390Z digest=sha256:d33014423242a009e824ab348ed3339b3b241bac025eac330c9c210a3caa7786

Observation 12b71cfa-0c31-473e-b8bf-a6b3e12cd5be · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.186293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.151150Z digest=sha256:7ab8840727cf6fe5697abec7b41a81dd16fa7144ff329526775aa5fe019aebd6

Observation c49ea830-99f3-4655-9827-c4b32e0ab5bc · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.155750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.155750Z digest=sha256:40b60ebf58a362e17e964c3a1f6d6c074b4c10975b8fec0f7053acf68b8e111d

Observation 937d0f98-47f9-4675-bc29-f3f5e79ec1d9 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.157330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.160060Z digest=sha256:da3168ed6b3440945fa74103edb141c2df313998fde14a055848ac2e2ac5f3d8

Observation 69720eea-92b0-494a-844f-0430e93e39dc · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.143766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.164430Z digest=sha256:c925d26eec59148f3310e4bd6c5e6ebfc0b85e48d64960371ae338cf9d4f02f9

Observation 63d33ddc-87a3-46fe-a51d-d12ea04f7859 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.128941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.168585Z digest=sha256:03f00282cdf64a01f9a35dea10ce85e9d054c4ddd5922b2651018d1e13a6e0c0

Observation 20b7b2c3-8abc-4eb8-823c-220063a13167 · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives PaLM: Scaling Language Modeling with Pathways

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.177616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.177616Z digest=sha256:b0f5fbbf49be1d2bc63b2c1fca71fcd4c736794a14882e3e0648b06a94772ad3

Observation 6d934ab2-4885-40bd-853c-5e0d991143b8 · outbound

This paper cites In 2023 International Conference on Next Generation Electronics (NEleX).

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives In 2023 International Conference on Next Generation Electronics (NEleX)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:52:39.115585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.173034Z digest=sha256:7844dc1f086ec296e0bdb2d8801076bbc6ef9ffa29cd6885e1d2e55408b2aa89

Observation 09af19e1-b11a-4faa-8a71-5e261997ed05 · outbound

This paper cites Inducing anxiety in large language models can induce bias.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Inducing anxiety in large language models can induce bias

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.188480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.188480Z digest=sha256:f2506352fd9b3f521ddd13aba20d856a07d592fd264c6f556f2b92c7d3e90f15

Observation 96b6f6b2-3cb3-43ba-9c22-a4e9ab00dfa5 · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Scaling Instruction-Finetuned Language Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.182874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.182874Z digest=sha256:3438358ef329fd9a4ed302a482f1155fab3b528c31cf6b9d1b6cc426f62c344f

Observation feefd571-7329-4bd2-9682-ea5a9026a160 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.098940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.197558Z digest=sha256:414c365da50cf0a16d3aeef28629e016d1095fb6b5d4a869f4cb14a1e5a16025

Observation ba5ab789-0452-4ebf-9415-c096ec31aed5 · outbound

This paper cites Toxicity in ChatGPT: Analyzing Persona-assigned Language Models.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Toxicity in ChatGPT: Analyzing Persona-assigned Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.193214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.193214Z digest=sha256:3ac6c9f10009d50ac2130eae8983d9553cb2b193cca768dcb1bb22dc12c385b6

Observation 24cf2d5a-d853-4555-8737-e4d76ce60076 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.067744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.206647Z digest=sha256:640b0937723cf2a07a8d305f7b2ad3aa32e8b4a167b01c5d30fbb7988316326e

Observation 5a4623fc-e6e9-4ddd-904d-8cb8e6772c76 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.085426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.202506Z digest=sha256:1b1f1a9594514c26e2dc463ed482033cd18b757e6e5cf1664d520c55aa93e3c1

Observation 2a545062-081b-47c0-a36c-c458b3bedcf2 · outbound

This paper cites Causal Reasoning and Large Language Models: Opening a New Frontier for Causality.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Causal Reasoning and Large Language Models: Opening a New Frontier for Causality

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.214844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.214844Z digest=sha256:aa87383ec5b4a421d9d56a018a8945de105342b4bf6bd318c7b3f96db4009a52

Observation 703b8a02-8027-4e00-944d-7a3396730381 · outbound

This paper cites CTRL: A Conditional Transformer Language Model for Controllable Generation.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives CTRL: A Conditional Transformer Language Model for Controllable Generation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.210649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.210649Z digest=sha256:9188369de92fa581f3ed1b2d9e2a1f8d491bef5c375b465e0ce4290aa43a7256

Observation 11ab6d08-91e7-42ad-8934-2eed7b169117 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.223154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.223154Z digest=sha256:5999ed192a5ab7df181abec7cf4b6d793eadf72b28d5b9fc8156b35948529b7b

Observation c9d86531-84d0-4daa-9d5c-815f7ff38669 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.055100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.219173Z digest=sha256:5bc48434ae64b0214490aeeecbb03d003d51a9336156b9b38c9e07bf6804ab52

Observation db118389-8319-46ea-af44-62e753f0ba94 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.017456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.236001Z digest=sha256:17d8e057e9a7934396e914549230fb1a35d13b9cb01f7697d2a37c5888da2a27

Observation f790ab6f-35b4-448b-9f27-791f3218a3db · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.003207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.240502Z digest=sha256:30b77f5235612ed453030b42231ec1e00233f8a0698971c269b738f87124af30

Observation 448083e0-75e7-4404-8c9b-a8a7a5719e87 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.035569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.231196Z digest=sha256:779bc2be587cd646a18791bcef5f9b60d958e2136487a98bf14a0dd5731213a4

Observation 4c45ff5b-1c22-48b9-add2-f672cc3d6692 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.981519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.248251Z digest=sha256:8e72411605d8deb43a32bf754aa1f130f021966afd6f292a30149b77f3efcf62

Observation c7a77f25-110b-449f-934d-f9e0cb4fde2b · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.967708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.252178Z digest=sha256:6c33e88ffac9b5fca2d540cc96a3df982331efe7a44cfb2fb99d425c0e46e914

Observation 16a25cc7-ee73-4561-ad73-c03190535b5d · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.244668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.244668Z digest=sha256:faed0176b0824657464949853c713aa2a2bc09afe5931ff2687bec3cd40f18d6

Observation 9f0e9099-0ca9-4006-b7d5-fd69dda065d4 · outbound

This paper cites GPT-4 Technical Report.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives GPT-4 Technical Report

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.260672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.260672Z digest=sha256:0700008ada71ef1b403a1e7c6f1aaa1bd9d9a3cb0fd80fefb6bfccb141e85ad4

Observation 0c5c87ef-a87b-4988-98ed-fa8ecee2a41b · outbound

This paper cites Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.265353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.265353Z digest=sha256:8161f6e34f6c9acfea4be7af30d4c1aab872774cd73e41ebbb9af4c87275f5ed

Observation 0be30cfd-3aa8-466b-8052-47662c2c2ba2 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.952656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.256657Z digest=sha256:394365f06702dd8f5ac9bded590c4dbd8d39f7ab79f5ef2c55bdf7168edb55a6

Observation 59b65781-d3b8-4869-834c-26e8a1af0380 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.933089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.276054Z digest=sha256:1e5040d6483e7acf95a6f4561e04c1d25e6c98af805ff737110d9a4963eec856

Observation 5377e2aa-1c34-4534-997b-c532c2cb4a49 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.920432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.281645Z digest=sha256:109bfe757e9739e719f70e062192c6ff9d82503107bbe3ae4d3bc72f198c0acb

Observation 79b58342-731f-446a-804a-36847a026eb8 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.271272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.271272Z digest=sha256:da8569b87a6165ae9135c45bc484d80fbdaea9dd97fdf3d80701a635048756b0

Observation 3b8fa007-688a-4a1b-9e86-153e0dccff0d · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.890209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.290004Z digest=sha256:6d59ea6b02164ab153d165319b85b12cf1bf22e5c62d84dae690bd4755400bb6

Observation 8bc9fea0-0b96-4f33-9c71-60ca5aaa47a2 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.874736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.295168Z digest=sha256:fe9fc48c56c1bd462cff05c8e15556c6ec1d2782ad4108b81af25a191bb68a52

Observation abb0394d-2e34-4898-a2f6-adc1c5882906 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.903929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.285831Z digest=sha256:7a920bc518e16a0a58346b4bc969dbc2bdb2900ece863226e8b3d45a1834d61d

Observation f0113d8b-196c-4cc4-88b0-58d367d13c4e · outbound

This paper cites Role-Play with Large Language Models.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Role-Play with Large Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.303884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.303884Z digest=sha256:b488301a101935ad038c2b0947b4435ae4fbdf9edf8b924e1d9900c2d37bf467

Observation 62ed2cc7-f564-4a97-9075-e5182ed454a7 · outbound

This paper cites Logan IV, Eric Wallace, and Sameer Singh.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Logan IV, Eric Wallace, and Sameer Singh

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:52:38.858780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.308618Z digest=sha256:a3119a5e2adb4035af587b1a783dffe08e18877f9df97dfc5fc13cbc498ac76b

Observation 51bd567d-f3be-497f-83b0-ad0a0e0f4cd2 · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.299557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.299557Z digest=sha256:c03e7c195910e58ee4d16f7ec7769f6f418398d30bfcde606b3f7bc40322b169

Observation 3759eee8-42cf-44ff-afdc-493c033ea0e8 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives LLaMA: Open and Efficient Foundation Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.321672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.321672Z digest=sha256:fdc062eb71838b4222607e4d45fb8a4d1ef40b33dde546ac1a969ed10c9fcffe

Observation 4d206e8b-4cd3-4714-b019-bed8b630133b · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.833149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.326920Z digest=sha256:6cee369af9614cb01d4b15d132acb3aff25b06e627d186038d5e6fcc8e1f1029

Observation 7a7d7f6b-66c6-45c6-9cfc-c836a85f71a0 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.845603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.312368Z digest=sha256:01e3d2ef1fd5da4bf9198422ab4afe259f4daef05708604eb7c37a4d78dfe38f

Observation 23649291-b318-4e25-af33-00eff41d29c7 · outbound

This paper cites "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.336861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.336861Z digest=sha256:b13870206df599f52b42ff3eb83baf87bda79a923427c3677a7a68f1b6ef5305

Observation 758571ad-2b51-433c-aa8d-1ad2be089f1f · outbound

This paper cites Large language models that replace human participants can harmfully misportray and flatten identity groups.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Large language models that replace human participants can harmfully misportray and flatten identity groups

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.341333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.341333Z digest=sha256:89b1a96ee738575628982d189a8327a1e01afb63b197c9d09aca40407c2b24c7

Observation d1234a90-ca50-4134-a9bf-4747ee5ba958 · outbound

This paper cites Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:52:38.802968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.346643Z digest=sha256:3dd4e0c3302c1dade8bb6974daa92d06f39057745244a8dc7d2fd57598fb62f7

Observation 39ad3a5e-ceee-4646-814a-7059d097b4bf · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.819594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.331714Z digest=sha256:e63b6ca3702815d5d55438e32dd62819eb328a92de6cb6dc57df0c5d18bd2920

Observation 6ea64f8c-4ccf-44cc-864f-7277b76f30ff · outbound

This paper cites Fundamental Limitations of Alignment in Large Language Models.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Fundamental Limitations of Alignment in Large Language Models

Reference 51

Resolution
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no resolver link, observed 2026-08-10T20:52:38.357400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.357400Z digest=sha256:bf360019a6ea44d74ead1824f443d3a9519dbe7e783488a7ae958db4d93b243a

Observation c1bc4d94-c051-41a3-ae1a-75a88601f49b · outbound

This paper cites Discharge Me!.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Discharge Me!

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:52:38.775071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.362258Z digest=sha256:5f88fa69d5fda2eaafea39be22e63fb7eb3672bcc4434f0910f3e77eee047c8e

Observation 2f798b19-4408-4a83-b9b0-06127417c36b · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 53

Resolution
malformed identifier
no resolver link, observed 2026-08-10T20:52:38.367428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.367428Z digest=sha256:4a6b9b5d1feb65db7a3b26d8ac5b2577298c011086d933b2bfb0d2f83c3767ac

Observation 47b8ce83-a54f-41db-a3c0-e535a16c92eb · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Chi, Quoc V Le, and Denny Zhou

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T20:52:38.789536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.350791Z digest=sha256:e5748c8d2473dadbc8bb71695f7ecb21bb549ded5f421faa726a882121811ac2

Observation 55d419f1-59e9-42a8-9523-bd3a0b7d812e · outbound

This paper cites Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:52:38.580698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.376571Z digest=sha256:613e57a0696fdec875ab50d605602d40b16c3832721928898265a9ec3d08b8c8

Observation 53724c09-d094-4793-aba7-bda3d4ca40cb · outbound

This paper cites How well do Large Language Models perform in Arithmetic tasks?.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives How well do Large Language Models perform in Arithmetic tasks?

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.380878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.380878Z digest=sha256:5f368adf1ba7dd60fec6e3476ece9b9ca7d3d60977c508788c40a116898ac549

Observation e101dcdd-4d80-45d0-9120-ad39283db19d · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives OPT: Open Pre-trained Transformer Language Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.385790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.385790Z digest=sha256:c768a469dca6cfc1f98f3ac39fc8c17082a7a71b4121401f248d7c37d1c7b45f

Observation 3dc56bed-fe57-479b-a404-308cfeeca490 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.760028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.371981Z digest=sha256:85b9d941169b1a274fd4b46ce0b50e2af258ad05094a09fd664bfbb35a298855

Observation 795bf443-cd7d-4e54-a9ad-82a0515f67ac · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:38.747010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.390990Z digest=sha256:7ebf1012e4660616336d39ce698be246ce0d794f076eff114cd5e18321035780

Observation c4f4d516-e99a-4e48-b94b-04e7801f72fc · outbound

This paper cites LaMDA: Language Models for Dialog Applications.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives LaMDA: Language Models for Dialog Applications

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.316806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.316806Z digest=sha256:bd010c63e4260137e87c1f828db235d68635b30bed7a06dd00303774ddaf349e

Observation ac4d3fee-02ae-4536-ab1e-cbfb38989de0 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-10T20:52:39.239286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T20:52:38.133620Z digest=sha256:414603b2edb91a8be8ab2e05c04576bb65995ca2709c841eab8deb5959eb4e03

Observation b63e72f0-0a2e-476c-bb78-6caa71294ab5 · outbound

This paper cites an unresolved cited work.

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Unresolved cited work

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-10T20:52:38.227148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:52:38.227148Z digest=sha256:795f4ed805f65fdb0f1726f1e56746a73c2b7bd5bacd27df58c379987bc88f1f

Pith citing papers

Observation 1cb8e301-bc0f-483c-bdc6-b2290cd9a4cf · inbound

LLM-Based Social Simulations Require a Boundary cites this paper.

LLM-Based Social Simulations Require a Boundary Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives

Reference 36

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T18:28:06.707899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T18:28:06.163009Z digest=sha256:c10e29f8c56665b216081d17fa9daa19db7f030fb1a2eee76a6f317f1c29dd17