Evidence map›Paper›PMID 39943555›Full record

ArticleSensors (Basel, Switzerland)2025

CAREUP: An Integrated Care Platform with Intrinsic Capacity Monitoring and Prediction Capabilities.

Marcin Kolakowski, Andrea Lupica, Seif Ben Bader, Vitomir Djaja-Josko, Jerzy Kolakowski, Jacek Cichocki, Jaouhar Ayadi, Luca Gilardi, Angelo Consoli, Irina Georgiana Mocanu and 9 more

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
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

19 authors.

Marcin KolakowskiInstitute of Radioelectronics and Multimedia Technology, Warsaw University of Technology, 00-661 Warsaw, Poland.ORCID 0000-0003-0068-8784
Andrea LupicaECLEXYS Sagl, 6826 Riva San Vitale, Switzerland.
Seif Ben BaderOCTILIUM Sagl, 6830 Chiasso, Switzerland.ORCID 0000-0003-4879-042X
Vitomir Djaja-JoskoInstitute of Radioelectronics and Multimedia Technology, Warsaw University of Technology, 00-661 Warsaw, Poland.ORCID 0000-0002-2089-4641
Jerzy KolakowskiInstitute of Radioelectronics and Multimedia Technology, Warsaw University of Technology, 00-661 Warsaw, Poland.ORCID 0000-0002-5045-6167
Jacek CichockiInstitute of Radioelectronics and Multimedia Technology, Warsaw University of Technology, 00-661 Warsaw, Poland.
Jaouhar AyadiECLEXYS Sagl, 6826 Riva San Vitale, Switzerland.ORCID 0000-0002-1484-8710
Luca GilardiECLEXYS Sagl, 6826 Riva San Vitale, Switzerland.
Angelo ConsoliECLEXYS Sagl, 6826 Riva San Vitale, Switzerland.
Irina Georgiana MocanuCentrul IT Pentru Stiinta si Tehnologie (CITST), 020771 Bucharest, Romania.ORCID 0000-0001-5176-9344
Oana CramariucCentrul IT Pentru Stiinta si Tehnologie (CITST), 020771 Bucharest, Romania.ORCID 0000-0002-7499-5704
Lionello FerrazziniOCTILIUM Sagl, 6830 Chiasso, Switzerland.
Eva ReithnerEURAG Österreich, 1170 Wien, Austria.
Magdalena VelciuAna Aslan International Foundation, 020771 Bucharest, Romania.ORCID 0000-0003-1457-004X
Barbara BorgogniMedea S.r.l., 50144 Florence, Italy.
Sofia RivairaMedea S.r.l., 50144 Florence, Italy.
Sara LeonziIRCCS INRCA, National Institute of Health and Science on Aging, 60124 Ancona, Italy.ORCID 0009-0002-2907-4698
Giacomo CucchieriIRCCS INRCA, National Institute of Health and Science on Aging, 60124 Ancona, Italy.ORCID 0000-0002-3298-6041
Vera StaraIRCCS INRCA, National Institute of Health and Science on Aging, 60124 Ancona, Italy.ORCID 0000-0001-7536-7606

Funding

Project-001R01AG017644 · NIA · UNIVERSITY OF LONDON INST OF NEUROLOGY · PI Andrew Steptoe · 2000 to 2026
$56.2M
National Centre for Research and Development AAL/AALCall2021/52/CAREUP/2022NIA NIH HHS R01 AG017644
6 · The paper itself

Abstract

This paper describes CAREUP, a novel older adult healthy aging support platform based on Intrinsic Capacity (IC) monitoring. Besides standard functionalities like storing health measurement data or providing users with personalized recommendations, the platform includes novel intrinsic capacity assessment and prediction algorithms. Older adults' performance is continuously monitored in all five IC domains-locomotion, psychology, cognition, vitality, and sensory capacity-based on measurement results and answers to questionnaires gathered using the platform's mobile applications. The users are also presented with a machine learning-based prediction of how their intrinsic capacity might change over the following years. The platform's operation was successfully tested with the participation of older adults and their caregivers in three countries: Austria, Italy, and Romania.

Indexed as

Mobile ApplicationsAgedAlgorithmsAustriaCaregiversCognitionFemaleHumansItalyMachine LearningMaleMonitoring, PhysiologicRomaniaSurveys and QuestionnairesICT platformsintrinsic capacitymachine learningolder adult support

Identifiers

PMID39943555
PMCPMC11819908

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.