Evidence map›Paper›PMID 40791675›Full record

ArticlemedRxiv : the preprint server for health sciences2025

SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data.

Zonghai Yao, Youxia Zhao, Avijit Mitra, David A Levy, Emily Druhl, Jack Tsai, Hong Yu

Abstract readPreprint
PubMed Full text at PMC Publisher
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Zonghai YaoCenter for Healthcare Organization and Implementation Research, VA Bedford Health Care, MA, USA.ORCID 0000-0002-5707-8410
Youxia ZhaoManning College of Information and Computer Sciences, UMass Amherst, MA, USA.
Avijit MitraCenter for Healthcare Organization and Implementation Research, VA Bedford Health Care, MA, USA.
David A LevyDepartment of Medicine, University of Massachusetts Medical School, Worcester, MA, USA.
Emily DruhlCenter for Healthcare Organization and Implementation Research, VA Bedford Health Care, MA, USA.
Jack TsaiNational Center on Homelessness among Veterans, VA Homeless Programs Office, Washington, DC, USA.
Hong YuCenter for Healthcare Organization and Implementation Research, VA Bedford Health Care, MA, USA.

Funding

Social and behavioral determinants of health and Alzheimer’s Disease: Cohort study of the US military veteran populationR01AG080670 · NIA · UNIVERSITY OF MASSACHUSETTS LOWELL · PI HONG YU · 2023 to 2026
$4.5M
Social and behavioral determinants of MOUD utilization and opioid overdoseR01DA056470 · NIDA · UNIVERSITY OF MASSACHUSETTS LOWELL · PI Wenjun Li, DAVID A SMELSON · 2023 to 2026
$2.9M
Evaluating the impact of U.S. eviction moratoria on acute care use and costsR01NR020868 · NINR · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI TSAI, JACK · 2022 to 2025
$1.9M
HSRD VA I01 HX003711NIA NIH HHS R01 AG080670NIDA NIH HHS R01 DA056470NINR NIH HHS R01 NR020868
6 · The paper itself

Abstract

Eviction is a significant yet understudied social determinants of health (SDoH), linked to housing instability, unemployment, and mental health. While eviction appears in unstructured electronic health records (EHRs), it is rarely coded in structured fields, limiting downstream applications. We introduce

Identifiers

PMID40791675
PMCPMC12338912

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.