Evidence map›Paper›PMID 37466054›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2023

Advancements in extracting social determinants of health information from narrative text.

Kevin Lybarger, Oliver J Bear Don't Walk, Meliha Yetisgen, Özlem Uzuner

Abstract readEditorial
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Comparing LLM and Fine-Tuned Model Performance on NVDRS Circumstance Extraction with Varying Prompt Complexity.Proceedings. IEEE International Conference on Healthcare Informatics · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. JAMIA at 30: looking back and forward.Journal of the American Medical Informatics Association : JAMIA · 2023
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Kevin LybargerDepartment of Information Sciences and Technology, George Mason University, Fairfax, Virginia, USA.
Oliver J Bear Don't WalkDepartment of Biomedical Informatics & Medical Education, University of Washington, Seattle, Washington, USA.
Meliha YetisgenDepartment of Biomedical Informatics & Medical Education, University of Washington, Seattle, Washington, USA.
Özlem UzunerDepartment of Information Sciences and Technology, George Mason University, Fairfax, Virginia, USA.

Funding

University of Washington Biomedical Informatics and Data Science Research Training ProgramT15LM007442 · NLM · UNIVERSITY OF WASHINGTON · PI JOHN H. GENNARI, Andrea L. Hartzler · 2002 to 2026
$19.6M
National NLP Clinical Challenges (n2c2): Challenges in Natural Language Processing for Clinical NarrativesR13LM013127 · NLM · GEORGE MASON UNIVERSITY · PI UZUNER, OZLEM · 2019 to 2023
$100k
NLM NIH HHS R13 LM013127NLM NIH HHS T15 LM007442
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Social Determinants of HealthText MessagingNarration

Identifiers

PMID37466054
PMCPMC10354776

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.