Evidence mapPaperPMID 42496360Full record

ReviewJournal of market access & health policy2026

The Analytical Framework of Clinical Trials Evaluating Clinical Outcomes of Artificial Intelligence-Based Digital Health Interventions: A Systematic Literature Review.

Vladimir Zah, Dimitrije Grbic, Carl Asche, Filip Stanicic

Abstract readReview
In one paragraph

Review in Journal of market access & health policy, 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

4 authors.

Vladimir ZahHealth Economics and Outcomes Research Department, ZRx Outcomes Research Inc., 3450 Cawthra Road, Mississauga, ON L5A 2X7, Canada.ORCID 0000-0003-1368-4491
Dimitrije GrbicHealth Economics and Outcomes Research Department, ZRx Outcomes Research Inc., 3450 Cawthra Road, Mississauga, ON L5A 2X7, Canada.ORCID 0009-0005-4962-4396
Carl AscheDepartment of Pharmacotherapy, College of Pharmacy, University of Utah, 201 Presidents' Cir, Salt Lake City, UT 84112, USA.ORCID 0000-0002-3193-6800
Filip StanicicHealth Economics and Outcomes Research Department, ZRx Outcomes Research Inc., 3450 Cawthra Road, Mississauga, ON L5A 2X7, Canada.ORCID 0000-0003-2293-8940

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceclinical efficacyclinical trialsdigital health tools

Identifiers

PMID42496360
PMCPMC13398107

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.