Paper Citation Record · LEDGER

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models

As of 7 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2604.07717.

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

pith.paper-citation-record.v1
2604.07717 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:38:23.824351Z

measured 25 of 25 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

25 of 25 outbound references displayed

verified exact6
verified fuzzy18
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33de7482-8792-4c6f-9357-154387aba877 · outbound

This paper cites Wells, Jr.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Wells, Jr

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.470324Z

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.

Observation d87f30fb-fad6-4b01-8b1c-47112400e427 · outbound

This paper cites A total of 1,332 sentences were manually annotated across four stigma subscales: Concern with Public Attitudes, Disclosure Concerns, Negative Self-Image, and Personalized Stigma.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models A total of 1,332 sentences were manually annotated across four stigma subscales: Concern with Public Attitudes, Disclosure Concerns, Negative Self-Image, and Personalized Stigma

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.467162Z

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.

Observation 75718c09-c29f-4b33-87f8-08c34368f314 · outbound

This paper cites The association between HIV-stigma and depressive symptoms among people living with HIV/AIDS: A systematic review of studies conducted in South Africa.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models The association between HIV-stigma and depressive symptoms among people living with HIV/AIDS: A systematic review of studies conducted in South Africa

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.476400Z

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.

Observation faf9b576-d05f-416f-99c4-c38de728c980 · outbound

This paper cites an unresolved cited work.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-16T17:01:08.472994Z

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.

Observation cd5cba10-55d2-46f6-b6f2-f7bfcb4711be · outbound

This paper cites The association of HIV-related stigma to HIV medication adherence: A systematic review and synthesis of the literature.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models The association of HIV-related stigma to HIV medication adherence: A systematic review and synthesis of the literature

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.479483Z

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.

Observation 0c180fc0-768f-4eb7-a96b-9b2d920181b7 · outbound

This paper cites Interpersonal mechanisms contributing to the association between HIV-related internalized stigma and medication adherence.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Interpersonal mechanisms contributing to the association between HIV-related internalized stigma and medication adherence

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.523617Z

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.

Observation 169ffa1e-9ba0-40af-b138-3a584653c9d6 · outbound

This paper cites HIV-related stigma as a barrier to achievement of global PMTCT and maternal health goals: a review of the evidence.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models HIV-related stigma as a barrier to achievement of global PMTCT and maternal health goals: a review of the evidence

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.518189Z

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.

Observation 8d2c6f22-30b8-40cf-af3d-1b30dffda3bd · outbound

This paper cites Social support and moment-to-moment changes in treatment self-efficacy in men living with HIV: Psychosocial moderators and clinical outcomes.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Social support and moment-to-moment changes in treatment self-efficacy in men living with HIV: Psychosocial moderators and clinical outcomes

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.515346Z

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.

Observation dcd75a3d-7b5b-40f6-a5d0-f49c51fbc241 · outbound

This paper cites Strengthening adherence to Anti Retroviral Therapy (ART) monitoring and support: operation research to identify barriers and facilitators in Nepal.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Strengthening adherence to Anti Retroviral Therapy (ART) monitoring and support: operation research to identify barriers and facilitators in Nepal

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.512446Z

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.

Observation a9469979-c86a-4a28-87fa-9a833f804163 · outbound

This paper cites an unresolved cited work.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Unresolved cited work

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-10T18:40:43.913083Z

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.

Observation 8f6b2655-2f2d-41dd-8d0d-230f3d481c26 · outbound

This paper cites Measuring stigma in people with HIV: psychometric assessment of the HIV stigma scale.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Measuring stigma in people with HIV: psychometric assessment of the HIV stigma scale

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.505169Z

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.

Observation 8b98e399-9b95-4847-8529-fc26483950b8 · outbound

This paper cites Validation of the HIV/AIDS Stigma Instrument - PLWA (HASI-P).

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Validation of the HIV/AIDS Stigma Instrument - PLWA (HASI-P)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.500536Z

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.

Observation 21931679-5ab1-46dc-9743-d6ed68503d52 · outbound

This paper cites A topic modeling analysis of stigma dimensions, social, and related behavioral circumstances in clinical notes among patients with HIV.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models A topic modeling analysis of stigma dimensions, social, and related behavioral circumstances in clinical notes among patients with HIV

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.503515Z

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.

Observation a746e999-16c5-40a3-8d59-933b63057e09 · outbound

This paper cites Enhanced language models for predicting and understanding HIV care disengagement: a case study in Tanzania.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Enhanced language models for predicting and understanding HIV care disengagement: a case study in Tanzania

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.509471Z

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.

Observation 70f18185-505f-4214-a42f-4ad157336557 · outbound

This paper cites HIV risk score and prediction model in the United States: A scoping review.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models HIV risk score and prediction model in the United States: A scoping review

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.506272Z

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.

Observation 416ee191-a4ca-45c0-891a-2cf9341bd951 · outbound

This paper cites Development of an electronic health record-based Human Immunodeficiency Virus (HIV) risk prediction model for women, incorporating social determinants of health.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Development of an electronic health record-based Human Immunodeficiency Virus (HIV) risk prediction model for women, incorporating social determinants of health

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.489789Z

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.

Observation ed512736-6192-455c-9df8-5c72d43834e9 · outbound

This paper cites Optimizing identification of people living with HIV from electronic medical records: Computable phenotype development and validation.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Optimizing identification of people living with HIV from electronic medical records: Computable phenotype development and validation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.493458Z

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.

Observation a0244292-4d64-4695-891f-4a40649fb0d7 · outbound

This paper cites A large language model for electronic health records.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models A large language model for electronic health records

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.496749Z

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.

Observation 44554d35-7841-4fb4-907e-2addea3f0ecc · outbound

This paper cites Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-25T02:18:09.839726Z

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.

Observation 5f8cc23c-bcbf-4189-a8ca-b133ee49a7d3 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-11T00:15:52.480349Z

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.

Observation 6c9eb6cc-130d-41f3-9a6b-2aeff7bd4ad5 · outbound

This paper cites The Llama 3 Herd of Models.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models The Llama 3 Herd of Models

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-11T00:15:52.443689Z

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.

Observation 4f9c9689-7e22-4231-8d3d-49a5e46074f4 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models gpt-oss-120b & gpt-oss-20b Model Card

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-11T00:15:52.452540Z

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.

Observation 25c97291-d8a0-4f12-a328-70f22ad3a639 · outbound

This paper cites MedGemma Technical Report.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models MedGemma Technical Report

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-11T00:15:52.459116Z

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.

Observation b759a353-9903-4bcc-b8d4-e364592139b1 · outbound

This paper cites Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.521046Z

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.

Observation 29c2d216-a0a9-43d7-96d4-4960ecd8e7e8 · outbound

This paper cites Natural language generation in healthcare: A review of methods and applications.

Detecting HIV-Related Stigma in Clinical Narratives Using Large Language Models Natural language generation in healthcare: A review of methods and applications

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T17:01:08.507633Z

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.

Pith citing papers

No inbound Pith citation observations are available.