Paper Citation Record · LEDGER

Large Language Models in Healthcare

As of 9 August 2026, this Paper Citation Record lists 1 of 1 outbound references and 4 inbound Pith citation observations for arXiv:2503.04748.

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

pith.paper-citation-record.v1
2503.04748 v2

Coverage vector

measured 1 of 1 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:34:29.733605Z

measured 5 of 5 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:57:57.774926Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

1 of 1 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 2b613b01-c83f-4ebf-9d58-71a6bb21ca97 · outbound

This paper cites CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study.

Large Language Models in Healthcare CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T22:34:29.779792Z

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.

Pith citing papers

Observation 6d137e65-1165-4d79-ac41-65855d6db7a5 · inbound

Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble cites this paper.

Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble Large Language Models in Healthcare

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:57.774926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bce49b4-d5d2-4cd9-b2c6-9fd2db039ed9 · inbound

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics cites this paper.

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics Large Language Models in Healthcare

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:11:23.658784Z

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 795b50b1-447c-4aed-b678-fa0660ebac8b · inbound

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents cites this paper.

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents Large Language Models in Healthcare

Reference 295

Resolution: verified exact; arxiv_id, observed 2026-06-30T22:15:05.119239Z

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 50f550fc-12fb-41e1-9f21-3e54aa3afece · inbound

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA Large Language Models in Healthcare

Reference 176

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:47:59.498392Z

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.