Evidence map›Paper›PMID 41562121›Full record

ArticlePain reports2026

Advancing AI-based clinical decision support for complex interventions requires an operationalized framework.

Björn Äng, Tony Bohman, Anna Grimby-Ekman, Johan Ärnlöv, Ilias Thomas, Roger Nyberg, Elena Tseli, Linda Vixner, Marika Hagelberg, Riccardo LoMartire

Abstract readLetter
PubMed Full text at PMC Publisher
In one paragraph

Article in Pain reports, 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

10 authors.

Björn ÄngSchool of Health and Welfare, Dalarna University, Falun, Sweden.ORCID https://orcid.org/0000-0001-7767-4589
Tony BohmanSchool of Health and Welfare, Dalarna University, Falun, Sweden.
Anna Grimby-EkmanGothPain, School of Public Health and Community Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden.
Johan ÄrnlövSchool of Health and Welfare, Dalarna University, Falun, Sweden.
Ilias ThomasSchool of Information and Engineering, Dalarna University, Borlange, Sweden.
Roger NybergSchool of Information and Engineering, Dalarna University, Borlange, Sweden.
Elena TseliSchool of Health and Welfare, Dalarna University, Falun, Sweden.
Linda VixnerSchool of Health and Welfare, Dalarna University, Falun, Sweden.
Marika HagelbergSchool of Health and Welfare, Dalarna University, Falun, Sweden.
Riccardo LoMartireSchool of Health and Welfare, Dalarna University, Falun, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID41562121
PMCPMC12815561

What OpenQuestion 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 OpenQuestion graph.