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Paper Citation Record · LEDGER

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training

As of 10 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2506.00386.

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

pith.paper-citation-record.v1
2506.00386 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:09:09.063010Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T16:52:22.768827Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T16:52:44.033261Z

Reference resolution

48 of 48 outbound references displayed

  • verified exact0
  • verified fuzzy25
  • unresolved21
  • parse uncertain1
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 711d8b71-ca03-4e1a-8395-647d239b245e · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:16.407353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:04.402857Z digest=sha256:9f9be7ac8a32766c698b276c4ab72a221dd404a74e736e5bb6c9401e78b7ef55

Observation d93eb4ba-c648-4ecc-917f-f4737fcda55b · outbound

This paper cites Focus on the key characteristics that define how this patient interacts with healthcare providers.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Focus on the key characteristics that define how this patient interacts with healthcare providers

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:16.235335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:04.477684Z digest=sha256:f904a7c9793c9385bd4c29194f0b8cabb5cbf444b79b70bd1b3d69e670528652

Observation 987de552-e4b1-4a64-afe8-5cc7421d408f · outbound

This paper cites These are behaviors or tendencies that may pose challenges for nurses during interactions.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training These are behaviors or tendencies that may pose challenges for nurses during interactions

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:16.025310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:04.565503Z digest=sha256:af0ea232ba10bb05a8c77dbad915ab01c27059edde69ab1b75cf404661d9c0f1

Observation 895b35d0-3b12-4243-95f8-f3931541ba0b · outbound

This paper cites Instead, focus on describing how these communication characteristics manifest in actual conversations.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Instead, focus on describing how these communication characteristics manifest in actual conversations

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:15.862491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:04.693739Z digest=sha256:86fcb770770e23b926e2276c13cea8306313223f917403cc6f9aa8d7b7092fa4

Observation 654a9a16-b523-461c-aa85-d26e6f200341 · outbound

This paper cites The expressions should clearly convey the patient’s needs.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training The expressions should clearly convey the patient’s needs

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:15.696557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:04.758217Z digest=sha256:e16563e3615d49754eca3005a8063303318ef6781734b20e31a5d70925e2ad2b

Observation 009162d0-e484-4381-95a6-2b2b1d2ffacb · outbound

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

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T12:09:03.945829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:09:03.945829Z digest=sha256:f966d29024ed15329787ac3d7c5416d28023838e09a26635b6aefb3d41e9b2af

Observation 689c609a-bd7c-4e97-928f-97fb2730fcb0 · outbound

This paper cites Sally Spencer, Paula Johnson, and Ian C Smith.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Sally Spencer, Paula Johnson, and Ian C Smith

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:16.844741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:04.042353Z digest=sha256:88550325978dc43dc54677f2015287e6c3afef0d7ab9cfda2d1c83b21265479e

Observation 525af92a-dffe-4716-a4e5-33eca2d8a09e · outbound

This paper cites However, exclude any content about complaining to higher authorities such as the hospital director or head nurse.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training However, exclude any content about complaining to higher authorities such as the hospital director or head nurse

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:15.475807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:04.816846Z digest=sha256:cd1f880214e4f30f3c040025c41249049d7a5d90d4fc3ea5a0af98c8a195bf99

Observation 4020f346-eb1c-4b77-8ae1-06330e7330c9 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:15.297306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:04.932601Z digest=sha256:400827d10699db48b41b07fcc210e23b3877c12f968b66a04735ca47aeaafe79

Observation a67d3145-b288-49cc-8639-0a3f477abcfc · outbound

This paper cites [First example expression].

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training [First example expression]

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:15.128026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:05.032345Z digest=sha256:7813cbd7ff4e3d199d6a44565b561e5d28ba4e4bb9f1942943054489e1181189

Observation 58b9add4-414b-41ad-95de-469efb8cabde · outbound

This paper cites [Second example expression].

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training [Second example expression]

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:14.934364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:05.134007Z digest=sha256:d3cf67f1a08d56b97654e8caed31da8962a2ec3255c9059dd8831eb642e83466

Observation e718c8f7-3d44-4d9f-94bc-6c91642b0e9a · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:14.762779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:05.298144Z digest=sha256:100c58bafe44046e5ac90c8c873ed5c9ce1953cc47af5567e3da8134f9589633

Observation bf08bf11-997c-4e8c-99d8-fcb8b7ed88b3 · outbound

This paper cites Focus on the following aspects:.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Focus on the following aspects:

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:14.651472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:05.436116Z digest=sha256:385e9dc9b2852ff5400f4776ce0a2ce1098486936fd0e0799e85d361b207a2ec

Observation d7d3f079-06cd-49bc-b683-054f45564517 · outbound

This paper cites Use these guidelines: Calm: Evaluate whether the nurse’s tone was calm.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Use these guidelines: Calm: Evaluate whether the nurse’s tone was calm

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:14.453416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:05.571478Z digest=sha256:06c6dd6371b8638c05f7c84249c52f0626b1eb91c18be386498371d78240a2dd

Observation 27c85e19-fb3a-4b94-8fd6-7d371ecd92e8 · outbound

This paper cites I remember feeling the same way when I went through something similar.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training I remember feeling the same way when I went through something similar

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:14.242578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:05.709203Z digest=sha256:536197b6abc1ed6a82398b16150e3dbd5d8893eee849dd2d1ecf10f31e347051

Observation ca127854-2c02-4018-991e-f0bd5164b612 · outbound

This paper cites We can proceed with either X or Y—what do you prefer?.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training We can proceed with either X or Y—what do you prefer?

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:14.075376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:05.823220Z digest=sha256:099aabd132e63b4983767a7b181eb33f7f9edc388952b6469a95ec6f4326b2b7

Observation b7204dfa-7a98-4bf4-b360-6ade6411d7e2 · outbound

This paper cites I understand.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training I understand

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:13.913256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:06.026813Z digest=sha256:295b95235d488f68f2c48ee3d1d2724141318e54fc3e2849c8780a22c01ed359

Observation 57427362-f18f-46cb-81eb-3706673afbc8 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:13.744631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:06.219924Z digest=sha256:99f3ae612f302d975f267dd81b1931ee40f9552402aafc00a38c19b722ed9848

Observation 9b89f081-ba12-487b-9b1c-502f74b2b6b0 · outbound

This paper cites Base your analysis solely on the provided patient profile and conversation.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Base your analysis solely on the provided patient profile and conversation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:13.559776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:06.434174Z digest=sha256:3baa86a339caf1632e1ba7fababd7700465b08cdbe1a191452e41c9b4b428af7

Observation 71bce874-013a-4bfd-81d7-b467719c831a · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:13.361138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:06.594326Z digest=sha256:23c42c62aee931f26811667a8bee28e176ff8e323f5d464da89874633e9f70a7

Observation 7d5e2a08-dde3-4f39-a0c2-d7695f2099ed · outbound

This paper cites Avoid textbook-like dialogue and overdramatization.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Avoid textbook-like dialogue and overdramatization

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:13.216432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:06.707740Z digest=sha256:541b260cb18795ff0d36c6a98746a14cb4f28fd6ac4682b3203e1c84e183b206

Observation 295cc3df-c5ff-499a-9397-6f023f418f3c · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:13.071859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:06.790796Z digest=sha256:7e1a146234f7f421119eb412667578577123d16f26f0ac944a3468f2060fb2b3

Observation fd721646-9dce-4f68-9c67-1c52b9e91742 · outbound

This paper cites Focus on portraying a realistic patient image for this research-based simulation.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Focus on portraying a realistic patient image for this research-based simulation

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:12.877219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:06.849488Z digest=sha256:c2924a77cad4412f799d5b7773a7da96d0e95226bf0760a1457ca8c1ababd9c9

Observation 17991f77-918f-43b6-8ecf-1e1bc80214fe · outbound

This paper cites Head of hospital.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Head of hospital

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:12.701282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:06.997239Z digest=sha256:636a1b4057449852e8269a92ab71e5be84988a869d2be617353fbef78b7a85ae

Observation c2859c9d-daba-43de-b0c5-7c0c041886c6 · outbound

This paper cites </inner_monologue>.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training </inner_monologue>

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:12.492428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:07.153900Z digest=sha256:b23ec70519ef2a432677d59b3d83c51c95f5ad1a3ea46f9523d096aab7944830

Observation 0db7608f-b688-44fb-aa58-ad6beafce0e1 · outbound

This paper cites </conversation>.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training </conversation>

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:12.275669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:07.285403Z digest=sha256:390087dd0454955dc2b4825f4150d05af23da2b228e49f5ba7c33e2414502871

Observation b1631f29-af9f-4138-af8c-6c73851206fb · outbound

This paper cites </non_verbal> To generate your response, follow these steps:.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training </non_verbal> To generate your response, follow these steps:

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:12.156659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:07.428725Z digest=sha256:ebe176f01116f68440679be8ef61e63cd619fea0dc5e3f3216b8d96cb1616c9c

Observation 69584fed-bd0a-43df-a53e-183a66e48afe · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:11.957467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:07.515446Z digest=sha256:87fd5784cedb98ab0f520b771ac43c55bed1519438e5c12316c71e58c0356a9e

Observation 1bc3284c-910d-4485-babf-e987dd054b86 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:11.819762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:07.620089Z digest=sha256:4c7bbb55ff29a18987f9c14881b73239bc632cfc6dc861107f09ef0bb0ffe51f

Observation 233dd942-9965-4e3a-b598-35dc01024857 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:11.648551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:07.794828Z digest=sha256:6e10e6115bf32c4b70e2223fe7c4f50e0da6738fa8e711eeb98dae302cabaaba

Observation 225adf3c-77b3-43a0-bfb2-84b884ebd140 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:11.462221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:07.878556Z digest=sha256:403d65ba777273602fbf664ddbf0425f83f17c486c98707ddbccdfedfa51c1ad

Observation 4c8ec190-2c0a-4f6c-837a-5a56106ba977 · outbound

This paper cites Ensure your response is realistic and consistent with the patient profile.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Ensure your response is realistic and consistent with the patient profile

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:11.302935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:08.047827Z digest=sha256:640b71707b5dbe643f216b63fa22c89541cfe2bf59e24857f6c7202cc2570b65

Observation 3895b933-daa3-4c72-bfb8-4279dfaa1c7e · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:11.129861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:08.161191Z digest=sha256:173f949a2aa75666de9b37767e55b039ba6557526297349fd9fd9495a747a745

Observation 1c6bb6b5-077a-4a9f-9a52-8c46e8c803c0 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:10.972039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:08.270745Z digest=sha256:c8aa4895afc3af7d409583cc8ac742ff980b10585f732b763098d5feb8f06f0a

Observation 98a5f93f-f848-44b5-880e-7d4111147e81 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:10.772540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:08.418134Z digest=sha256:75ad1e2c8766db53c869d500b7822bc9bf8a74041ec1ed3d18dbcad8426b5816

Observation d378c2d0-b531-4a27-8637-593a02578b23 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:10.589081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:08.528241Z digest=sha256:9defbe5dbe0079af11bebfa0e06d3375d7e4b5d12571a4a1c4b283d2f246f8c7

Observation eeffdf0f-c8f8-4b22-9b0b-3edfc88e8193 · outbound

This paper cites F.2 User Prompt First, carefully review the following information: Carefully read the patient profile, communication direction, and the entire conversation.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training F.2 User Prompt First, carefully review the following information: Carefully read the patient profile, communication direction, and the entire conversation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:10.294799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:08.689580Z digest=sha256:517a5404639bc006f1a58f4c8f2231046560058437ebbc1c5dd4749b86785f6c

Observation baaf60c5-87d3-44ac-bcb5-ade39fd6b235 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:09:10.006239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:08.801302Z digest=sha256:ef89ca65357a4f5353730963525ede857db0cd848ec1ad8943a78a10754d16bb

Observation 21c13e5f-0450-476a-a612-679aa1f8f356 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 47

Resolution
parse uncertain
raw_fallback, observed 2026-08-07T12:09:09.756997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:08.927423Z digest=sha256:44404e9e5ff70bcf39d3e36689e6e4779bfdfbfab09e08728d29f84eb25c4f7d

Observation d620bdb7-1847-4701-afaf-a1f325b89da8 · outbound

This paper cites an unresolved cited work.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Unresolved cited work

Reference 48

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T12:09:09.530830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:09.063010Z digest=sha256:fb5cb8a77879309ad97506536b8dc7076dfab7f1220614fe5821a0afd04fa2d4

Observation 9338a36e-34d1-47cf-ba14-7c345cfc92c5 · outbound

This paper cites Kefalotse Dithole, Sambulelwe Sibanda, Mary M Moleki, and Gloria Thupayagale-Tshweneagae.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Kefalotse Dithole, Sambulelwe Sibanda, Mary M Moleki, and Gloria Thupayagale-Tshweneagae

Reference 2009

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:17.275909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:03.501904Z digest=sha256:78b72640ab627782e47c851fa85a884b3090d18f5c0699ffcdf1b6c5e904582e

Observation 92c3226b-7308-4d97-b293-71b303ac0269 · outbound

This paper cites Lance Patak, Amy Wilson-Stronks, John Costello, Ruth M Kleinpell, Elizabeth A Henneman, Colleen Person, and Mary Beth Happ.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Lance Patak, Amy Wilson-Stronks, John Costello, Ruth M Kleinpell, Elizabeth A Henneman, Colleen Person, and Mary Beth Happ

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:17.077830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:03.841054Z digest=sha256:9b795b8d9723ac84d94124ae6f88641bab540ebe62fa6d3c6ab5962c12a7d5de

Observation 36725694-ba4b-4b8a-b42b-06fe9bf9a3da · outbound

This paper cites Yann Hicke, Jadon Geathers, Niroop Rajashekar, Colleen Chan, Anyanate Gwendolyne Jack, Justin Sewell, Mackenzi Preston, Susannah Cornes, Dennis Shung, and Rene Kizilcec.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Yann Hicke, Jadon Geathers, Niroop Rajashekar, Colleen Chan, Anyanate Gwendolyne Jack, Justin Sewell, Mackenzi Preston, Susannah Cornes, Dennis Shung, and Rene Kizilcec

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-07T12:09:03.581672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:09:03.581672Z digest=sha256:7cb6aaae3e9081c7d4bcdf1c4e582023a558100452a5eff605812fe48a4695cd

Observation 09a27b71-124a-4a1f-a080-9851c12c32ca · outbound

This paper cites Ian Steenstra, Farnaz Nouraei, and Timothy Bickmore.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Ian Steenstra, Farnaz Nouraei, and Timothy Bickmore

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:09:16.635901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:09:04.142887Z digest=sha256:1d646cdb42cd2ea0fcdf5ceb77c8541e5565d799d0d1fd6478358745e4daf21d

Observation f4787371-308f-4d4d-86c7-dc604f5bea2f · outbound

This paper cites MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T12:09:03.679079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:09:03.679079Z digest=sha256:8f1af4ba764d66c3402af2e32a8430633b986ff4da450078c7e76292ec9181da

Observation ad741abc-20a6-4987-9b13-d7ef43bbdef5 · outbound

This paper cites JudgeLM: Fine-tuned Large Language Models are Scalable Judges.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training JudgeLM: Fine-tuned Large Language Models are Scalable Judges

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T12:09:04.309203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:09:04.309203Z digest=sha256:aa4d3b5afb3597334c85d06f485dff00eca4e208efae3448b3e32dc424208967

Observation e106cbb7-b709-4a03-aa4b-d339d548924e · outbound

This paper cites LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T12:09:03.743155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:09:03.743155Z digest=sha256:2a1ee5ae0b272afcc5aeb146455a0f1af8e3d330c8bfe8db6b7d37d4cfeefa15

Observation 36a0a616-fbff-4a47-adb6-b849e0b01083 · outbound

This paper cites Large Language Models are not Fair Evaluators.

Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training Large Language Models are not Fair Evaluators

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T12:09:04.218434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:09:04.218434Z digest=sha256:53b1b15909ef65f24f27654a81a31d4c2872939e15456273937aa84b1fb75ced

Pith citing papers

Observation 7c91c4c2-7e92-4a40-a482-9f22be593ff5 · inbound

RECAP: Transparent Inference-Time Emotion Alignment for Medical Dialogue Systems cites this paper.

RECAP: Transparent Inference-Time Emotion Alignment for Medical Dialogue Systems Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-18T16:52:44.037090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-18T16:52:22.768827Z digest=sha256:e5147e9b381f9e4420b28c1cb9694f10026542a373690d1638da2c7ebc8f7448