Paper Citation Record · LEDGER

A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2403.12025.

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

pith.paper-citation-record.v1
2403.12025 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:36:29.843236Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T13:53:19.588810Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 092f46ef-a6ef-4977-8f48-949091916347 · inbound

Capabilities of Gemini Models in Medicine cites this paper.

Capabilities of Gemini Models in Medicine A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

Reference 282

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:13:23.029499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 80eab13b-f19b-40d8-af9c-51ee284454ad · inbound

AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments cites this paper.

AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:53:19.591188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4b204c14-79aa-4f7e-a28d-3617de919a12 · inbound

Large language models perpetuate bias in palliative care: development and analysis of the Palliative Care Adversarial Dataset (PCAD) cites this paper.

Large language models perpetuate bias in palliative care: development and analysis of the Palliative Care Adversarial Dataset (PCAD) A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T10:59:29.125201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3448afe3-0767-4c97-ba6e-22fc2adde79c · inbound

The Aloe Family Recipe for Open and Specialized Healthcare LLMs cites this paper.

The Aloe Family Recipe for Open and Specialized Healthcare LLMs A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:29.843236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dff83858-7426-4893-a04d-b3f10bbed5a9 · inbound

MamaBench: Benchmarking LLM Robustness in Maternal and Child Health Diagnosis through Counterfactual Clinical Perturbation cites this paper.

MamaBench: Benchmarking LLM Robustness in Maternal and Child Health Diagnosis through Counterfactual Clinical Perturbation A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T02:18:42.544800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe3b1801-a558-42ec-9606-4d6104923dc9 · inbound

Not as Sweet by Another Name: An Empirical Study of Format Robustness in LLM Document Workflows cites this paper.

Not as Sweet by Another Name: An Empirical Study of Format Robustness in LLM Document Workflows A Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-01T04:07:38.929947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.