Evidence map›Paper›PMID 40805876›Full record

ArticleHealthcare (Basel, Switzerland)2025

Evaluating a Nationally Localized AI Chatbot for Personalized Primary Care Guidance: Insights from the HomeDOCtor Deployment in Slovenia.

Matjaž Gams, Tadej Horvat, Žiga Kolar, Primož Kocuvan, Kostadin Mishev, Monika Simjanoska Misheva

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 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

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

6 authors.

Matjaž GamsDepartment of Intelligent Systems, Jožef Stefan Institute, 1000 Ljubljana, Slovenia.ORCID 0000-0002-5747-0711
Tadej HorvatDepartment of Intelligent Systems, Jožef Stefan Institute, 1000 Ljubljana, Slovenia.ORCID 0009-0009-3471-0098
Žiga KolarDepartment of Intelligent Systems, Jožef Stefan Institute, 1000 Ljubljana, Slovenia.ORCID 0009-0009-9765-4169
Primož KocuvanDepartment of Intelligent Systems, Jožef Stefan Institute, 1000 Ljubljana, Slovenia.ORCID 0009-0002-2261-9974
Kostadin MishevFaculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, 1000 Skopje, North Macedonia.ORCID 0000-0003-3982-3330
Monika Simjanoska MishevaFaculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, 1000 Skopje, North Macedonia.ORCID 0000-0002-5028-3841

Funding

European Union under Horizon Europe (project ChatMED) 101159214
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

clinical decision supportconversational AIdigital healthlarge language modelspersonalized healthcareprimary careretrieval-augmented generationtelemedicine

Identifiers

PMID40805876
PMCPMC12346038

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.