Evidence map›Paper›PMID 41595281›Full record

ArticleHealthcare (Basel, Switzerland)2026

Integrating Artificial Intelligence (AI) in Primary Health Care (PHC) Systems: A Framework-Guided Comparative Qualitative Study.

Farzaneh Yousefi, Reza Dehnavieh, Maude Laberge, AliAkbar Haghdoost, Maxime Sasseville, Somayeh Noori Hekmat, Mohammad Mehdi Ghaemi, Mohsen Nadali

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Healthcare (Basel, Switzerland), 2026. 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

8 authors.

Farzaneh YousefiFaculty of Nursing, Université Laval, Pavillon Ferdinand-Vandry, Quebec City, QC G1V 0A6, Canada.ORCID 0000-0001-8499-5655
Reza DehnaviehDepartment of Management, Policy and Health Economics, Faculty of Medical Information and Management, Kerman University of Medical Sciences, Kerman 76169-13555, Iran.
Maude LabergeFaculté de Médecine, Université Laval, Pavillon Ferdinand-Vandry, Quebec City, QC G1V 0A6, Canada.ORCID 0000-0003-1274-136X
AliAkbar HaghdoostHIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman 76169-13555, Iran.
Maxime SassevilleFaculty of Nursing, Université Laval, Pavillon Ferdinand-Vandry, Quebec City, QC G1V 0A6, Canada.ORCID 0000-0003-1694-1414
Somayeh Noori HekmatDepartment of Management, Policy and Health Economics, Faculty of Medical Information and Management, Kerman University of Medical Sciences, Kerman 76169-13555, Iran.
Mohammad Mehdi GhaemiMedical Informatics Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman 76169-13555, Iran.ORCID 0000-0001-6427-2740
Mohsen NadaliDepartment of Business Administration, Faculty of Management, Mehr Alborz University, Tehran 31987-64653, Iran.

Funding

Mitacs Globalink Research Award FR106709
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

AI in PHCartificial intelligence (AI)comparative studyexpert perspectivesfocus groupinterviewPrimary Health Care (PHC)qualitative study

Identifiers

PMID41595281
PMCPMC12840649

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.