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Paper Citation Record · LEDGER

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator"

As of 18 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2505.09796.

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

pith.paper-citation-record.v1
2505.09796 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:27:52.289071Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

19 of 19 outbound references displayed

  • verified exact6
  • verified fuzzy2
  • unresolved9
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43dd6031-34cc-4dc2-89e2-7ba54f3d9796 · outbound

This paper cites Medical Physics48(9), 5549–5561 (2021).https://doi.org/ 10.1002/mp.14845.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Medical Physics48(9), 5549–5561 (2021).https://doi.org/ 10.1002/mp.14845

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T21:27:52.217067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.217067Z digest=sha256:10858e69f97fa560be8f6df691c21c35a79ae1745d801dc10b649930534a30cc

Observation 701da357-919a-419e-82f1-61b4cdba0e8c · outbound

This paper cites International Journal of Ra- diation Oncology, Biology, Physics117(2), e504–e505 (Oct 2023).https://doi.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" International Journal of Ra- diation Oncology, Biology, Physics117(2), e504–e505 (Oct 2023).https://doi

Reference 2

Resolution
verified exact
doi, observed 2026-08-15T21:27:52.407567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation b439f94b-1ddc-4e46-9677-5f229e098f5e · outbound

This paper cites On the Difference of BERT-style and CLIP-style Text Encoders.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" On the Difference of BERT-style and CLIP-style Text Encoders

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T21:27:52.224690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.224690Z digest=sha256:010616066ebe2137b891c5f9f390fed12136b26b674d17350ff2fc25d4e9176d

Observation 4df765eb-d041-4f48-b2d0-2b8748bb3a17 · outbound

This paper cites AAPM (Jul 2023),https://aapm.confex.com/aapm/2023am/meetingapp.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" AAPM (Jul 2023),https://aapm.confex.com/aapm/2023am/meetingapp

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:27:52.569077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:27:52.228717Z digest=sha256:84ec7638d0f18eea17be7ca077460c3f601f7e61c4bdbf2811f0bbc04e4927c1

Observation cf0e755c-9f9e-45eb-a3e9-f7fa69b9a5bd · outbound

This paper cites Radiotherapy and Oncology184, 109685 (Jul 2023).

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Radiotherapy and Oncology184, 109685 (Jul 2023)

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T21:27:52.232527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.232527Z digest=sha256:1a2cc09fca14d93abb14cf54a6ea51a4cea11160508defd0a434fa5b792caa8c

Observation 4de53b8e-97eb-46f5-967d-e614a78684e0 · outbound

This paper cites Journal of Machine Learning Research23(173), 1–65 (2022),http://jmlr.org/papers/v23/20-1258.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Journal of Machine Learning Research23(173), 1–65 (2022),http://jmlr.org/papers/v23/20-1258

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:27:52.559454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:27:52.236607Z digest=sha256:41ce1f56be504e8d61d5919aa0257abd0bb47c2a12df0077e08550b8aed25406

Observation 4ba7bd0f-a446-4977-ace7-43c6a85ce0f6 · outbound

This paper cites Medical Physics48(9), 5567– 5573 (2021).https://doi.org/10.1002/mp.14827.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Medical Physics48(9), 5567– 5573 (2021).https://doi.org/10.1002/mp.14827

Reference 8

Resolution
verified exact
doi, observed 2026-08-15T21:27:52.382852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:27:52.244032Z digest=sha256:c313bf8321026f6ae0b5c428b119186c7e4f01854f8d3d359e6ce1b25f6bc482

Observation b29a2ec2-fd32-44c7-ac4f-22fd57983019 · outbound

This paper cites Medical Physics50(11), 6639–6648 (2023).https://doi.org/10.1002/mp.16735.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Medical Physics50(11), 6639–6648 (2023).https://doi.org/10.1002/mp.16735

Reference 9

Resolution
verified exact
doi, observed 2026-08-15T21:27:52.372817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:27:52.247666Z digest=sha256:eb201f29bafc56eca2ecd984963f42eec0265b2f2c94cb661d79980b917eebee

Observation f55c3097-6d1c-480c-9bbf-7eea0f138597 · outbound

This paper cites Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T21:27:52.250946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.250946Z digest=sha256:224dfe76d8a96e5f33c30323caa3b42ddb9a43f58161715f6050c1472776d3a1

Observation a8eb9651-4881-4560-a61e-791e784cb703 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Adam: A Method for Stochastic Optimization

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T21:27:52.254672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.254672Z digest=sha256:40c64517ae049393e66c3ff21ef331efac6dd13da6eeacde5a81e144699c4707

Observation 034f730c-8f2a-457d-a93b-2c959e61753e · outbound

This paper cites One weird trick for parallelizing convolutional neural networks.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" One weird trick for parallelizing convolutional neural networks

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T21:27:52.258076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.258076Z digest=sha256:554537afe304ac3219b4f0f13e0d924aaff7acf9e197d43c5316dafa2c5166e8

Observation abb9a9db-922d-42ab-a8b4-9a17bd936f42 · outbound

This paper cites In: 2023 IEEE/CVF International Conference on Computer Vi- sion (ICCV).

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" In: 2023 IEEE/CVF International Conference on Computer Vi- sion (ICCV)

Reference 13

Resolution
verified exact
raw_fallback, observed 2026-08-15T21:27:52.472541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:27:52.261865Z digest=sha256:4951a1cd6ec0c6341f4ee9954a1120221144681c0680f0f105e494e0b80ee9c1

Observation e57f2e3b-b1b2-401d-be0b-49dff80ee0b6 · outbound

This paper cites an unresolved cited work.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T21:27:52.265337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.265337Z digest=sha256:db4a0559a3de52ccece301d8ce7a3b4fd92e5616f1cbe30b7d8a800ed0c83f9d

Observation 884b8eed-2e33-47d2-84e4-3cbdd9106e36 · outbound

This paper cites International Journal of Radiation Oncology*Biology*Physics81(2), 545–551 (Oct 2011).https://doi.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" International Journal of Radiation Oncology*Biology*Physics81(2), 545–551 (Oct 2011).https://doi

Reference 15

Resolution
verified exact
doi, observed 2026-08-15T21:27:52.342336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:27:52.268742Z digest=sha256:fc9ae695e3c9d49e34ac39fdaf10efe94e776dc41b699391b20de244b8f86cd9

Observation 9990edc8-e7f2-4bbf-9593-c2c3c5b6624a · outbound

This paper cites Medical Physics47(3), 837–849 (2020).https://doi.org/10.1002/mp.13955.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Medical Physics47(3), 837–849 (2020).https://doi.org/10.1002/mp.13955

Reference 17

Resolution
verified exact
doi, observed 2026-08-15T21:27:52.332211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:27:52.275926Z digest=sha256:7f19d00428aad7eb53d48748f6a95f9f235aa3fd9e50f5ed0f3f6366fec11fb3

Observation 0a599b1e-3e5e-4fff-aca6-9d0907cf3676 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Learning Transferable Visual Models From Natural Language Supervision

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T21:27:52.278944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.278944Z digest=sha256:3a3bf1fa2a51c155ab9c72803a7bff0a617a2fd27cf95e48008adc2647878ce1

Observation 5fe113f3-8576-42a5-98be-8c17d51c7d42 · outbound

This paper cites Medical Physics47(6), 2329–2336 (2020).https:// doi.org/10.1002/mp.14114.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Medical Physics47(6), 2329–2336 (2020).https:// doi.org/10.1002/mp.14114

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T21:27:52.282972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.282972Z digest=sha256:995f224e372721198dffcf33894a7448554d75d48fbb201294c0ffc05913153d

Observation 9e2ade34-6295-42e1-a997-092396e78d16 · outbound

This paper cites Biomedical Physics & Engineering Express8(4), 045008 (Jun 2022).https://doi.org/10.1088/ 2057-1976/ac6d82.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Biomedical Physics & Engineering Express8(4), 045008 (Jun 2022).https://doi.org/10.1088/ 2057-1976/ac6d82

Reference 20

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T21:27:52.548841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T21:27:52.286051Z digest=sha256:2fdb61d0b2f9b012989bbeb63580bf01440fb7665fb9dd30cf9fd943b62e44a1

Observation 70b6654e-704d-4c16-88b4-311f6e305dc5 · outbound

This paper cites Practi- cal Radiation Oncology10(5), 312–320 (Sep 2020).https://doi.org/10.1016/j.

Virtual Dosimetrists: A Radiotherapy Training "Flight Simulator" Practi- cal Radiation Oncology10(5), 312–320 (Sep 2020).https://doi.org/10.1016/j

Reference 21

Resolution
malformed identifier
no resolver link, observed 2026-08-15T21:27:52.289071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:27:52.289071Z digest=sha256:f54679b390758fab153998183ffc89c6c6fcfc234930bd5f2bc95ffe80ec1ae7

Pith citing papers

No inbound Pith citation observations are available.