Paper Citation Record · LEDGER

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments

As of 21 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2506.02063.

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

pith.paper-citation-record.v1
2506.02063 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:53:57.965933Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

29 of 29 outbound references displayed

verified exact7
verified fuzzy10
unresolved9
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e6c04e4b-865a-4eb5-a812-a681b5d29105 · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:53:59.657644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3d271a31-1356-4837-a0a5-e659c09507ad · outbound

This paper cites Automatic de-identification of textual documents in the electronic health record: a review of recent research.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Automatic de-identification of textual documents in the electronic health record: a review of recent research

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:54:03.050060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 58ef778e-ea6a-461b-a45b-cfab1eb8c2fd · outbound

This paper cites (2024),https://doi.org/10.5281/zenodo.13353747.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments (2024),https://doi.org/10.5281/zenodo.13353747

Reference 3

Resolution: verified exact; doi, observed 2026-08-07T11:53:59.174738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7ce4fb77-3f15-4796-8e91-bf973e4fe8e9 · outbound

This paper cites A., Sheldon, E.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments A., Sheldon, E

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:54:02.820333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3097cb83-b497-4fcb-b2b0-4622124559d7 · outbound

This paper cites Deidentifying Medical Documents with Local, Privacy-Preserving Large Language Models: The LLM-Anonymizer.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Deidentifying Medical Documents with Local, Privacy-Preserving Large Language Models: The LLM-Anonymizer

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:54:02.631134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41bb3dec-f904-4a79-958e-21710ce87c0d · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:54:02.376929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2214735e-c30c-4f31-99f3-ba375aa3b342 · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:54:02.141427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2dc1baf2-8147-4552-954c-58948abf1dd3 · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:54:01.990078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8aaa54f2-0299-4caf-8bf4-996d246b15df · outbound

This paper cites Annotating longitudinal clinical narratives for de-identification: The 2014 i2b2/UTHealth corpus.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Annotating longitudinal clinical narratives for de-identification: The 2014 i2b2/UTHealth corpus

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:54:01.658605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1aa32af6-8b49-4535-b910-049c608f3baf · outbound

This paper cites Deidentification of free-text medical records using pre- trained bidirectional transformers.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Deidentification of free-text medical records using pre- trained bidirectional transformers

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:54:01.433873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b7bcf536-f56f-46b6-bab4-49d80a1abda3 · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:54:01.212757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 07278c0c-5452-4ff3-a2e7-b4d09d35426a · outbound

This paper cites and Lehman, L.W.H., 2023.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments and Lehman, L.W.H., 2023

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:53:56.366920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d543b24d-ccab-4bd9-87ba-374eeb733638 · outbound

This paper cites https://doi.org/10.1016/j.jbi.2015.06.007.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments https://doi.org/10.1016/j.jbi.2015.06.007

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:53:56.247261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634f64a0-325f-46b7-9ea1-6b6b2299b621 · outbound

This paper cites Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:54:00.750544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 85719563-9a1d-469a-8dc8-93d70344da49 · outbound

This paper cites An empirical test of GRUs and deep contextualized word representations on de-identification.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments An empirical test of GRUs and deep contextualized word representations on de-identification

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:54:01.001659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02e145bd-892c-4ea7-9422-a342b3ca534f · outbound

This paper cites and Ardhanari, S., 2021.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments and Ardhanari, S., 2021

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:54:00.283290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5b2bee8b-6daf-4dc8-a2a7-d90ca70ee7e6 · outbound

This paper cites and Hua, W., 2015.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments and Hua, W., 2015

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:54:00.514437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 88023183-a028-4a0b-9dca-6910a78636fc · outbound

This paper cites K., Dobson, R., Roberts, A., Jones, K., Shah, A.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments K., Dobson, R., Roberts, A., Jones, K., Shah, A

Reference 20

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T11:53:58.664349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 73bd6223-6f7b-4117-8877-94df2f703089 · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 21

Resolution: malformed identifier; doi_truncated, observed 2026-08-07T11:53:58.780834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ab54240a-981f-4b1e-b47f-44f9a27813f7 · outbound

This paper cites (2024, June 12).

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments (2024, June 12)

Reference 22

Resolution: verified exact; doi, observed 2026-08-07T11:53:58.375562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 374f41a9-8441-42f0-975e-b62d6237b2d0 · outbound

This paper cites S., Murrell, M., Nita, S., Tilbrook, A., Mayor, C., O’Sullivan, K., & Harrison, K.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments S., Murrell, M., Nita, S., Tilbrook, A., Mayor, C., O’Sullivan, K., & Harrison, K

Reference 23

Resolution: verified exact; doi, observed 2026-08-07T11:53:58.515528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 74b5031b-9b93-4ddf-af23-0e2a96626ce5 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:53:57.501462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35bc36ac-e8b6-4a0c-a74e-57900e1a1c8a · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-07T11:53:58.223404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53e3bb6e-9952-4881-9f9f-f3763e8934cf · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-07T11:53:58.925245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 96a18c19-a0e2-47b9-b184-f872a92797d6 · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:54:00.102199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 753af0b1-e786-4865-9726-572532329b41 · outbound

This paper cites (2024, June 12).

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments (2024, June 12)

Reference 28

Resolution: verified exact; doi, observed 2026-08-07T11:53:58.126735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 82c4c176-86f9-4fe2-a1cf-f3da1d9f0734 · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-07T11:53:59.064104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4393e7c-2f83-4e34-afb8-9a6f6311c48b · outbound

This paper cites and Teo, J., 2023, June.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments and Teo, J., 2023, June

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:53:59.903451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a185288a-5186-4424-9d6e-8463951239b1 · outbound

This paper cites an unresolved cited work.

Privacy-Aware, Public-Aligned: Embedding Risk Detection and Public Values into Scalable Clinical Text De-Identification for Trusted Research Environments Unresolved cited work

Reference 549

Resolution: unresolved; no resolver link, observed 2026-08-07T11:53:55.354053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.