Evidence map›Paper›PMID 37128445›Full record

ArticleAMIA ... Annual Symposium proceedings. AMIA Symposium2022

Is Auto-generated Transcript of Patient-Nurse Communication Ready to Use for Identifying the Risk for Hospitalizations or Emergency Department Visits in Home Health Care? A Natural Language Processing Pilot Study.

Jiyoun Song, Maryam Zolnoori, Danielle Scharp, Sasha Vergez, Margaret V McDonald, Sridevi Sridharan, Zoran Kostic, Maxim Topaz

Abstract read
In one paragraph

Article in AMIA ... Annual Symposium proceedings. AMIA Symposium, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. From Conversation to Standardized Terminology: An LLM-RAG Approach for Automated Health Problem Identification in Home Healthcare.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2025
    Article
  2. Article
  3. Article
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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

8 authors.

Jiyoun SongColumbia University School of Nursing, New York, NY.
Maryam ZolnooriColumbia University School of Nursing, New York, NY.
Danielle ScharpColumbia University School of Nursing, New York, NY.
Sasha VergezCenter for Home Care Policy & Research, Visiting Nurse Service of New York, New York, NY.
Margaret V McDonaldCenter for Home Care Policy & Research, Visiting Nurse Service of New York, New York, NY.
Sridevi SridharanCenter for Home Care Policy & Research, Visiting Nurse Service of New York, New York, NY.
Zoran KosticColumbia University, Fu Foundation School of Engineering and Applied Science, Department of Electrical Engineering, New York, NY.
Maxim TopazColumbia University School of Nursing, New York, NY.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Home Care ServicesNatural Language ProcessingEmergency Service, HospitalHospitalizationHumansPilot Projects

Identifiers

PMID37128445
PMCPMC10148305

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.