Paper Citation Record · LEDGER

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy

As of 20 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.08163.

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

pith.paper-citation-record.v1
2608.08163 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:22:37.636153Z

measured 21 of 21 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 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

21 of 21 outbound references displayed

verified exact0
verified fuzzy15
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0ebdc284-9794-46f2-b517-c8a35bb0be31 · outbound

This paper cites Virtual Reality in Cancer Care: Bridging Gaps in Education and Train- ing,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Virtual Reality in Cancer Care: Bridging Gaps in Education and Train- ing,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:38.052858Z

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.

Observation 0f822241-be0e-4cd4-a220-267f15539fc0 · outbound

This paper cites Get started with ngrok’s API gateway,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Get started with ngrok’s API gateway,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:38.038973Z

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.

Observation e2c3d1fa-f29b-4419-b3c8-1485c2711471 · outbound

This paper cites Meta XR SDKs for Unity,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Meta XR SDKs for Unity,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:38.023261Z

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.

Observation b24a3523-4c84-4387-a8ed-69f8d10d4c0b · outbound

This paper cites Ragas docs,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Ragas docs,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:38.006682Z

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.

Observation d0da8414-0fb5-40da-a323-49668acb42e3 · outbound

This paper cites Whisper,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Whisper,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.993225Z

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.

Observation 5b36d750-9ffb-4a9e-a5b7-b7feb1a61d17 · outbound

This paper cites Agentic ai in healthcare: A comprehensive survey of foundations, taxonomy, and applications,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Agentic ai in healthcare: A comprehensive survey of foundations, taxonomy, and applications,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.980017Z

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.

Observation c48daec4-6833-4ac7-9eb6-aa02cd8a8773 · outbound

This paper cites Virtual reality informative aids increase residents’ atrial fibrillation ablation procedures-related knowledge and patients’ satisfaction,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Virtual reality informative aids increase residents’ atrial fibrillation ablation procedures-related knowledge and patients’ satisfaction,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.966783Z

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.

Observation 216752c3-63de-4e4e-8fbd-6dcd3c184169 · outbound

This paper cites Metaverse for healthcare: a survey on potential applications, challenges and future directions,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Metaverse for healthcare: a survey on potential applications, challenges and future directions,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.951823Z

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.

Observation 234bc056-2810-4d52-b5d0-0e0568b0cff1 · outbound

This paper cites The faiss library,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy The faiss library,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T00:22:37.584768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fea7767-6308-44c6-900c-4a8352f36dfe · outbound

This paper cites Llms can simulate standardized patients via agent coevolution,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Llms can simulate standardized patients via agent coevolution,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.928073Z

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.

Observation b1b10918-5997-4d1e-9b15-1bb218a00281 · outbound

This paper cites Next-generation agentic ai for transforming health- care,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Next-generation agentic ai for transforming health- care,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.913620Z

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.

Observation d9f013d2-3b09-42e3-b519-17f953a97118 · outbound

This paper cites All one needs to know about metaverse: A complete survey on technological singularity, virtual ecosystem, and research agenda,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy All one needs to know about metaverse: A complete survey on technological singularity, virtual ecosystem, and research agenda,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T00:22:37.596402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9370231d-e78f-46f9-a6c7-96fb2a4cbd11 · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T00:22:37.600715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd3921b5-ebb5-43f0-8412-3098d450ca50 · outbound

This paper cites High versus low-dose rate brachytherapy for cervical cancer,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy High versus low-dose rate brachytherapy for cervical cancer,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.880916Z

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.

Observation d8d32c9a-5243-4bf2-b002-eeb71991e2a5 · outbound

This paper cites The simulation training in coronary angiography and its impact on real life conduct in the catheterization laboratory,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy The simulation training in coronary angiography and its impact on real life conduct in the catheterization laboratory,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.866823Z

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.

Observation 7833d2a5-16e7-4693-a876-9efc6ad25e75 · outbound

This paper cites Robust speech recognition via large-scale weak supervi- sion,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Robust speech recognition via large-scale weak supervi- sion,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T00:22:37.614027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02b27310-6843-49ee-96f3-75f793b74c07 · outbound

This paper cites Metaverse and virtual health care in ophthalmology: Opportunities and challenges,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Metaverse and virtual health care in ophthalmology: Opportunities and challenges,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.843356Z

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.

Observation 2fb96f34-3d2a-4f9f-83a9-d6dc02969d27 · outbound

This paper cites MEDCO: Medical Education Copilots Based on A Multi-Agent Framework.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy MEDCO: Medical Education Copilots Based on A Multi-Agent Framework

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T00:22:37.622710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28445f3d-2cf1-44fb-90d5-057c49335c61 · outbound

This paper cites A full dive into realizing the edge- enabled metaverse: Visions, enabling technologies, and challenges,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy A full dive into realizing the edge- enabled metaverse: Visions, enabling technologies, and challenges,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.827592Z

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.

Observation 264caedb-05c0-4d4b-be3e-2e3ffc08a3d1 · outbound

This paper cites A survey on llm-based multi-agent ai hospital,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy A survey on llm-based multi-agent ai hospital,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T00:22:37.811950Z

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.

Observation e6e510a3-53f9-41f9-9c3b-bffba317a69f · outbound

This paper cites Medqa-cs: Benchmarking large language models clinical skills using an ai-sce framework,.

Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy Medqa-cs: Benchmarking large language models clinical skills using an ai-sce framework,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T00:22:37.636153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.