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Paper Citation Record · LEDGER

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models

As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2606.00027.

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

pith.paper-citation-record.v1
2606.00027 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T20:28:47.125448Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

30 of 30 outbound references displayed

  • verified exact12
  • verified fuzzy0
  • unresolved15
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5e4766a5-f13a-446a-b6a3-0d04be720f97 · outbound

This paper cites Bajwa, U.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Bajwa, U

Reference 1

Resolution
verified exact
doi, observed 2026-07-12T20:29:10.092964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 8035a94f-e9f1-4758-a5de-a78984375a4a · outbound

This paper cites Red Teaming Large Language Models for Healthcare.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Red Teaming Large Language Models for Healthcare

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:3438647fa50ed3bca65f7901dad2fa02dd74122002b16726debe3e4f866f10aa

Observation bd5394d4-2166-48bc-a2df-182277ffd739 · outbound

This paper cites Lessons From Red Teaming 100 Generative AI Products.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Lessons From Red Teaming 100 Generative AI Products

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:64dbb69bcb581e50494013ec07760e7d30d42bca55a7e847e204d0734cfc9219

Observation 7c12c919-13a5-4a3d-9774-b1f422f41e63 · outbound

This paper cites Cabral, D.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Cabral, D

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-12T20:29:10.068583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:e021b40671c58285df6beb2f796de9a960d3c68a2aa8702b66d056433917327d

Observation eb73c435-3cc0-4379-9485-07f442a399f2 · outbound

This paper cites Landon, T.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Landon, T

Reference 5

Resolution
verified exact
doi, observed 2026-07-12T20:29:10.105653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:d160fa47f7ebab5eb9d281de88a1ebc8959bba39ae644a6c806d0212e235dc46

Observation d7900333-7cdb-43bf-861d-0ceefe9d1154 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:768a2aca98eb99301dc974628153514cad4107eda1297c12be092717959384b9

Observation 50cd1f8a-72ea-442b-9b7f-35e0a9f11030 · outbound

This paper cites Marconi, F.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Marconi, F

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:b3a7332bcfaaa9dd64f2925d4ac7fde7d165ce62236eeb1fec5ee752041c1961

Observation 5d1ac4b0-7660-480c-863d-6cd1d904c57e · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 8

Resolution
malformed identifier
doi_truncated, observed 2026-07-12T20:29:10.202403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:c5dbffba0bb9668a8203beb84df03ea3972d597a0c3627333d238676bc5836da

Observation de057d2a-6dfc-440f-865f-e6a2a7bd58e7 · outbound

This paper cites URL: https://www.who.int/publications/i/item/9789240084759, accessed on 13 December 2025.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models URL: https://www.who.int/publications/i/item/9789240084759, accessed on 13 December 2025

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:5ed36f9dba4e46517577b8d0272e91e4626667a6782b93681099cf6fae8020ac

Observation be0530b0-7f33-474d-9fa0-9b42e2e13278 · outbound

This paper cites URL: https://nvlpubs.nist.gov/nistpubs/ai/nist.ai.100-1.pdf, accessed on 13 December 2025.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models URL: https://nvlpubs.nist.gov/nistpubs/ai/nist.ai.100-1.pdf, accessed on 13 December 2025

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:96a9df5ee8c2c3c3e4eeb2b510e8a043dfcc8e45f6724903a7c82796437461b4

Observation 0e10ea4b-d5a6-42e0-ab1b-f484af5096dd · outbound

This paper cites URL: https://eur-lex.europa.eu/eli/reg/2024/1689/oj, accessed on 13 December 2025.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models URL: https://eur-lex.europa.eu/eli/reg/2024/1689/oj, accessed on 13 December 2025

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:459de1f7ad0568d25a71b870562cd227749c3064badbaa70d456c2771f8b3a81

Observation 43352336-481c-4072-b1f7-aa61712d09cb · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-12T20:29:10.249477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:201e7104ad2770fc994ed5141146a9fc9ba671430cad17c06c39eca6e932edb1

Observation 2bc991b6-dac1-49e8-ad92-65d2f63cdced · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:60e0b73841dfb6ba58344cc134f2929694c1a85c557829e2b8a85cb32ab1ded2

Observation cf3f1984-39c4-462c-8d97-2a4b1f2a3aad · outbound

This paper cites Corbeil, M.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Corbeil, M

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:e52bfeaf57a4627d2c9063e72688f10cc2051af029373720426a545d5d5ee270

Observation 3959a245-aac9-4cae-83a6-eb5ce8371b76 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:0f51fb60469752f76bb29b3e2cd61cf0792a8de78ec3852f6f4d46b514d1537b

Observation e3a5c90e-9bf7-4c00-9629-8f92639d2a55 · outbound

This paper cites Chang, H.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Chang, H

Reference 16

Resolution
verified exact
doi, observed 2026-07-12T20:29:10.218290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:128bfae16a929229054eae4ed22f515229b81a41c6de196e7523286acd291849

Observation 5566a2db-d53f-4f54-8f02-cf2f163d6684 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 17

Resolution
verified exact
doi, observed 2026-07-12T20:29:10.257541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:619fb04c27a4bb397de76809a111359e37beb129dab7c92a4cac2398e750429e

Observation 757dd981-36cd-499f-aa51-148470ffdc13 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:4361302553473cb6e87b43f38dfa6cd2c1cd2f295deaef19668454a6b4984e6c

Observation e4c1160b-63fe-4577-a173-3f7f162575f4 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 19

Resolution
verified exact
doi, observed 2026-07-12T20:29:10.171201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:aab0c679f6a5b3a32ca8342f7cc4acdd401aa08714b708aa3bc2edfc7b6894e2

Observation dc9a2b3b-7cff-4538-a44e-58fcc7488518 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:1ed35285e40c16c68e60d5e5165b8369ae42dab90f62bc4bb920e2704d01a332

Observation c6e72683-30f8-44a4-81ba-45ee81f01fe2 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 21

Resolution
malformed identifier
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:506e8838b1e3afe9c7def15d651899c79007d29e2a205bfac5bc0d9976305dc1

Observation 06d90eaa-5afe-42a6-ab39-fef2b9df531f · outbound

This paper cites Aldosari, H.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Aldosari, H

Reference 22

Resolution
verified exact
doi, observed 2026-07-12T20:29:10.180892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:ec447b18e1726aaf88467c1d0126f7a7849bfcae42dcf816e591f24d7dbf3d4a

Observation 7d4183c0-901b-4350-88c4-2b72f4aa937a · outbound

This paper cites Kücking, D.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Kücking, D

Reference 23

Resolution
verified exact
doi, observed 2026-07-12T20:29:10.033581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:76987893e2907e4a1d6d58c8e1ead94f624146c2f87b1dfeb88d282f006766ba

Observation d846b52d-1725-4857-a253-2ad93243c7d1 · outbound

This paper cites Campagner, E.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Campagner, E

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:2e8702510b235eaf981bb3e556808a702c52e335ead4b9173c3816f629c58b66

Observation ae20e298-382a-4ef9-810d-114d8493e3e1 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:482d000de7651bf545dce8b616a176fac47b98378b23755040f191a94aa42192

Observation 0a0689fd-bf73-4dc9-ae7c-9fb2e114fa36 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-12T20:28:47.125448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:db01d98d5e90f8b289552af6cde533abc8b92123452aa31c5ba3fca810f84259

Observation 71f30c23-5891-4eca-ae93-17fef2e9285b · outbound

This paper cites Moëll, F.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Moëll, F

Reference 27

Resolution
malformed identifier
doi_truncated, observed 2026-07-12T20:29:10.273828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:637f1d5ce10742413d6ee993e1ac262b454e13049c99e1e77dd1038528224f17

Observation f11f2297-1c01-47a9-bb38-39e53f0dcca4 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-07-12T20:29:10.054274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:a1bf9f2e5451b379854b1620102d3df16252063cd0d5d1eacad405aeed9de471

Observation 56519804-cc8f-4961-b974-294a0fcedbec · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-07-12T20:29:10.193815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:513934e01518112bc58cd31c35061dc497fe7ce09530087dc41173cb0003b1a0

Observation 8d11a80b-b13b-4603-bd5e-bb5849d88652 · outbound

This paper cites an unresolved cited work.

A Multi-Domain Red Teaming Framework for Safety, Robustness, and Fairness Evaluation of Medical Large Language Models Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-07-12T20:29:10.228787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-07-12T20:28:47.125448Z digest=sha256:0fc78b9c11403323a3a1282f1cfb3b362f0d115b9f80980d840aa964e9e6e38e

Pith citing papers

No inbound Pith citation observations are available.