Paper Citation Record · LEDGER

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach

As of 9 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.22504.

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

pith.paper-citation-record.v1
2507.22504 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:40:36.341433Z

measured 20 of 20 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 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

20 of 20 outbound references displayed

verified exact0
verified fuzzy7
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb1346d6-b44e-4603-9485-ad7ed61c0902 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T11:40:36.290757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27f2c3a7-0d42-41ef-9c0f-94b72485b8da · outbound

This paper cites write newline.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T11:40:36.294025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49b123dd-0cbb-4264-ae46-70f5663c9185 · outbound

This paper cites an unresolved cited work.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:40:36.509920Z

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.

Observation 6cf4bc7c-be0c-43c1-9517-858d46331f3f · outbound

This paper cites an unresolved cited work.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:40:36.502258Z

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.

Observation ee474319-bff9-410e-a63e-f040823ffbf8 · outbound

This paper cites Generalization in medical AI: a perspective on developing scalable models.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Generalization in medical AI: a perspective on developing scalable models

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T11:40:36.388455Z

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.

Observation 811de81d-3e20-4fa5-a92b-8b97329913ad · outbound

This paper cites A.; Winkelmann, J.; Pfirter, L.; and Maier, C.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach A.; Winkelmann, J.; Pfirter, L.; and Maier, C

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:40:36.494637Z

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.

Observation 1ffb2c46-06cf-450c-b2b4-4fa4fed77334 · outbound

This paper cites an unresolved cited work.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:40:36.486796Z

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.

Observation 1443475e-1ae8-4847-b114-ae709089abb4 · outbound

This paper cites an unresolved cited work.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:40:36.479130Z

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.

Observation f3cd961a-958b-4929-9a87-70309959b084 · outbound

This paper cites G.; Assi, P.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach G.; Assi, P

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:40:36.470819Z

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.

Observation 32b31de0-b507-48b0-a30e-b024c0cbfad7 · outbound

This paper cites Development of a Large Language Model-based Multi-Agent Clinical Decision Support System for Korean Triage and Acuity Scale (KTAS)-Based Triage and Treatment Planning in Emergency Departments.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Development of a Large Language Model-based Multi-Agent Clinical Decision Support System for Korean Triage and Acuity Scale (KTAS)-Based Triage and Treatment Planning in Emergency Departments

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T11:40:36.316661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca842b1-1bc5-4a8b-b9d8-5050cc79d94a · outbound

This paper cites an unresolved cited work.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:40:36.462997Z

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.

Observation eaf37958-45f7-4348-b4fd-693469723132 · outbound

This paper cites an unresolved cited work.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:40:36.454841Z

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.

Observation 87bcef95-62ad-40ef-862f-ed92a6c09f4f · outbound

This paper cites P.; and Yeung, S.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach P.; and Yeung, S

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:40:36.447338Z

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.

Observation cccb0b3b-2948-47ab-9482-2cad69ecac1d · outbound

This paper cites L.; Steinacher, A.; Fuhrmann, V.; Herkner, H.; Laggner, A.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach L.; Steinacher, A.; Fuhrmann, V.; Herkner, H.; Laggner, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:40:36.439682Z

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.

Observation 0bedd39b-0f01-4e08-a8c7-6df1563c21eb · outbound

This paper cites an unresolved cited work.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:40:36.431198Z

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.

Observation 10e30c8c-b1d2-4c60-813f-720c25a26e95 · outbound

This paper cites an unresolved cited work.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:40:36.423009Z

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.

Observation 6e78d0ab-f5f9-4d11-a2e2-a60eb32cd4a8 · outbound

This paper cites S.; Roy, S.; and Srejon, R.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach S.; Roy, S.; and Srejon, R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:40:36.414668Z

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.

Observation 7faf262c-96b4-4f41-9bad-9e32f032de2d · outbound

This paper cites C.; Kimbrell, J.; Saharan, A.; Stebel, J.; Ashley, E.; and Abbott, E.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach C.; Kimbrell, J.; Saharan, A.; Stebel, J.; Ashley, E.; and Abbott, E

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:40:36.405604Z

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.

Observation bd03b416-f840-48b0-9125-0eb7b04f52dc · outbound

This paper cites X.; Zhao, T.; and Gao, J.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach X.; Zhao, T.; and Gao, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:40:36.397151Z

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.

Observation 2a03cf52-3f3d-4470-86b8-a134fd893c8d · outbound

This paper cites Recent Advances in Predictive Modeling with Electronic Health Records.

Collaborative Medical Triage under Uncertainty: A Multi-Agent Dynamic Matching Approach Recent Advances in Predictive Modeling with Electronic Health Records

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T11:40:36.341433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.