Evidence map›Paper›PMID 37239739›Full record

ArticleHealthcare (Basel, Switzerland)2023

ALTAI Tool for Assessing AI-Based Technologies: Lessons Learned and Recommendations from SHAPES Pilots.

Jyri Rajamäki, Fotios Gioulekas, Pedro Alfonso Lebre Rocha, Xavier Del Toro Garcia, Paulinus Ofem, Jaakko Tyni

Open access · goldAbstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
0.5field-weighted citation impact, top 28% of its field
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 synthesis or guideline pooled it, 12 citations in OpenAlex.

  1. Pooled it
  2. Clinical AI is Not (Yet) Trustworthy-But It Could Be.Journal of medical Internet research · 2026
    Article
  3. Article
  4. Article
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 at 4 institutions in 4 countries.

Jyri RajamäkiUnit W, Laurea University of Applied Sciences, 02650 Espoo, Finland.
Fotios Gioulekas5th Regional Health Authority of Thessaly & Sterea, 41110 Larissa, Greece.ORCID 0000-0003-0929-4677
Pedro Alfonso Lebre RochaCINTESIS@RISE, Department of Behavioural Sciences, School of Medicine and Biomedical Sciences (ICBAS), University of Porto, 4200-450 Porto, Portugal.
Xavier Del Toro GarciaComputer Architecture and Networks Group, School of Computer Science, University of Castilla-La Mancha, Paseo de la Universidad, 4, 13071 Ciudad Real, Spain.ORCID 0000-0002-9996-8008
Paulinus OfemUnit W, Laurea University of Applied Sciences, 02650 Espoo, Finland.ORCID 0000-0002-9060-4507
Jaakko TyniUnit W, Laurea University of Applied Sciences, 02650 Espoo, Finland.
Laurea University of Applied Sciences · FIRegional Health Administration of Thessaly · GRUniversidade do Porto · PTUniversity of Castilla-La Mancha · ES

Funding

European Union 857159
6 · The paper itself

Abstract

Across European countries, the SHAPES Project is piloting AI-based technologies that could improve healthcare delivery for older people over 60 years old. This article aims to present a study developed inside the SHAPES Project to find a theoretical framework focused on AI-assisted technology in healthcare for older people living in the home, to assess the SHAPES AI-based technologies using the ALTAI tool, and to derive ethical recommendations regarding AI-based technologies for ageing and healthcare. The study has highlighted concerns and reservations about AI-based technologies, namely dealing with living at home, mobility, accessibility, data exchange procedures in cross-board cases, interoperability, and security. A list of recommendations is built not only for the healthcare sector, but also for other pilot studies.

Indexed as

agingALTAIartificial intelligenceassessmentethicshealthcareSHAPES Project

Identifiers

PMID37239739
PMCPMC10217990
OpenAlexW4377102983

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.