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Paper Citation Record · LEDGER

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

As of 12 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations 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 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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:a86b09066440bd592b86c2f0ebfd543d04a77c97d9e422d64b0175db324033f7

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
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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=sha256:7fd6e5fb2a6e73cf3d5d1a0bf50b807a27576ddd5283c068d95a50b5b2cf14d7

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:cbb1a5c11c269584642faa3194a327f32f9fafeb3d9c5e1128cc1e76904ca3ab

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.125344Z digest=sha256:834b238a7aebb3f5d4dcda9e7d911168ba2b4a3b61cc6f1f79fdf27af37f0e31

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.129647Z digest=sha256:117ca6ee6bc35c3ea3d63bd77806a055322c190cdbf1ac16c04c70ca66868f82

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=sha256:581a72381106b7d10341045ef43cb3024a3cd89cc9cd394c0fdf78f026cb0b8d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.142964Z digest=sha256:2d575fbf887f258b37d646885e9aa090cae6f966aec48ec541b4092ea72a7fa0

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.147390Z digest=sha256:79788cbba6a0146ac27231aa7441961a3fd8446a14874f07bebe1cc8b0b67754

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.151150Z digest=sha256:a0594031d0542bd524107e660af2a03d476522c5c496fe84a5df64d0d1a9ab70

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=sha256:57bb858c17c53db7ccf2b54acc36e6daae8cf3bfc5f6f84547099511b8819c60

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.160060Z digest=sha256:987a52b8774f358fb816584c97fee456963f46ea8ed4745fcbc1b2d077ba7f58

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.164430Z digest=sha256:d7a0f0fce1cb490c43b45449ec9b019c6fc75b1dcca4f23c07f10e9aafa7bafd

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.168585Z digest=sha256:b6471bea095a00466dca250df2c8efb4f08b785edf567c6ae073368a69dd954d

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=sha256:948801b331ca9cb558a1eb91c972dee8d5d66ba25a13a42f1108091d1368abe2

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.173034Z digest=sha256:af9f0e7be4cb12866b5de2c7a7416adc557995308a7a74ee4446357e6127e494

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=sha256:7f079128324c1bc19adb5de1c73fda4b01ff11604bff546980a95bd2f6116ca4

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=sha256:152b552dcb165d183083e543576dcdbf56e65d718f946cca5a6eb2c3e2bd100b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.197558Z digest=sha256:2c9abf1f239a0594461a10af6cec9bd6ba767c691c9dea534476d1f24a5f5a57

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=sha256:9f89530fb2178482088da4f1b84fc71f489888d96dd7918105fc5f80ed4c63f5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.206647Z digest=sha256:201de4b9b855b78749ab0b233dacf409592aa049220bd410d360e277118ce238

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.202506Z digest=sha256:6dece739cfc0624f443e8223a0f226ef769f6d565afc858a2065b6be25559edc

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=sha256:29f75a8dba042c3fa4de267ca90ac46bb827b33da01ea167b2b1d1f194798241

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:a693607c0d0c1f56eeb787cb7288e51fd4338d72346d46719f2d9c3007d78549

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=sha256:0cbde33e9dae2a9313c7d32ddf2ad97dfdfaa95ef7ef5ae408ce4747963c9222

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.219173Z digest=sha256:8e34ea5708f0be397dc4210770b13e42b92df164b3f77bb8fae252d791008488

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.236001Z digest=sha256:34269f14bdd3434dcfa4a353751419fe8d281a094f5db94fb6fbc638c04efbdd

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.240502Z digest=sha256:0d261960ec0b3e7081db056efcf6c877975cbf250db624febc5729117f6d7c63

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.231196Z digest=sha256:da6484b163aa46a106df40ee48f84c3794597f39574ef7ce62d64f2e94ffae91

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.248251Z digest=sha256:847d187ea409f9ec232d8ae5c48bbc6cbc8a6d0b46584b30910e8633740a1c5f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.252178Z digest=sha256:2b55a9166b4eb1989a0bd1410bca87d84c30445b80890570cd538942bd81d8a4

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=sha256:7564844caa60f904ca1e5cfe223de4ebfac2a32a2341f8d0639f117365eb2ab2

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=sha256:1562b80bfbed43bf4f8d440111dda65bf7408bd0aee7d8a16e782bc0b351c08b

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:aca4a39f09ad584382c99b9450d135316228edc7a1289f0e5748dffdd0415345

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.256657Z digest=sha256:1925180d46215261693c214a87a3ba486a7f7cacc19adeafe308478f731e5d69

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.276054Z digest=sha256:70a17c7690e4640834dd0586fc173fadd0db28b30d091fac44c1aa758bf025fe

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.281645Z digest=sha256:ec7f43c3499049ca34f1b52d133d8f5881e331675edc84175a30bb52dd9e2d99

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:d6729c7d131342ae5a3fd9ff235febe94cd701859ea7faaefd8df5629cdb4973

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.290004Z digest=sha256:647c7ed31ab6d6e094977a1ae8bbe7946cb8bec3d45b769f79593fdf8e748a9e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.295168Z digest=sha256:4d20134cec593af6287f8f177f7a3cdd9cee3c10d8236cb7b7baef2efc5f6b6d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.285831Z digest=sha256:5911c3b8517ed8c51d0969e585fa5fc6386307949612a452fa9342d4d46c9b66

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=sha256:50719e36e2e7cf03c31d2eded6dc9e5986fcdb17ebf77605f42a2d21d2192919

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.308618Z digest=sha256:108e7823c988478c66dd2da42b93cea8f4ec152be99abf2e5b87525653e78598

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=sha256:2bbc5a10b94773674847d8f2d417ca9525c763f94ce5a279d38f5cb1b7e14fb9

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:bf18863de0c06c72887d95f1b01fc7bd9e00e14b0f28f1aed7423ce4844fe829

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.326920Z digest=sha256:a7707b9ae9442d37571a65c491297f6edc3db3f84d25bb34f8d9bfdbb64f2448

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.312368Z digest=sha256:6d799acc889574dab25870e52ff0b0eb2bf670e34a69f3616122a0261163e713

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:f9c7f61a4b84045817814e14a7b91f310e856bc59d19db493b80c97d3d3067e5

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=sha256:63efa8dd360607a4fa369c01426d1bf98092dfd0dadd205d1f2ee6ab59961c4f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.346643Z digest=sha256:21cd4c151ee6de642caa3eff60c81b0406eb8904f9fa8a56c63e2ebf8ed32e6f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.331714Z digest=sha256:49ec93778eaeaab05cae4df4b566be8ff58b2d5b5129767daf7a1e093054f97c

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
unresolved
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=sha256:4148db74400a73fa00b588d395824d9ce0495fc492650320be5eb8c9e3214e27

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.362258Z digest=sha256:80ad7b2f1e7073afda9638f73dc875f3ccfdc2cef2e343bee056ae5374661ab1

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=sha256:605dab90e2a5f8172dc8575ce422bd44169fd421639977ebf79ca3652cf5269a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.350791Z digest=sha256:58cc86e62f2571ced9553010a572e834ccb9e6225bfd03a10d9414527bef6c24

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.376571Z digest=sha256:dc8bcbf98a724b0a41ad44a3884da0646c6ba5ebf8dccfcd5208c55c730b1b35

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:ec95c46408911488cf6009f6928b6cd8e5ad604a9c5eb48f0eedf1ef209015aa

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=sha256:9ae298c9def8360787f267141caa1e14b020a39fad70c5781bc9c233c2d900b6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.371981Z digest=sha256:78ff9d97153bde55357797a8dd329c6a4d85f6524077b2b6e445dd4207c2adaf

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.390990Z digest=sha256:a5a30f070972d60277c5dfba1b2a0450f08243c1cd43f6dddad45d984aef121a

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=sha256:7bfd92045b993f5da07bd36746adff06e581f9a7f9d4e56cf3b4f5c6f70766cb

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T20:52:38.133620Z digest=sha256:0dbab45ad8ed2a1afaf3a8d84ec45929d89f72e1d3a658381efe128e9ae385e2

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:cfabecd926dc0be08825c3661003ba26193a8dcd4efa285afcf5789d2f7ed30a

Pith citing papers

No inbound Pith citation observations are available.