Evidence map›Paper›PMID 40674653›Full record

ArticleEnvironmental science & technology2025

Wisdom of Crowds for Supporting the Safety Evaluation of Nanomaterials.

Laura Aliisa Saarimäki, Michele Fratello, Giusy Del Giudice, Emanuele Di Lieto, Antreas Afantitis, Harri Alenius, Eliodoro Chiavazzo, Mary Gulumian, Piia Karisola, Iseult Lynch and 17 more

Abstract read
In one paragraph

Article in Environmental science & technology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

27 authors.

Laura Aliisa SaarimäkiFinnish Hub for Development and Validation of Integrated Approaches (FHAIVE), Faculty of Medicine and Health Technology, Tampere University, Tampere 33520, Finland.ORCID 0000-0003-1996-286X
Michele FratelloFinnish Hub for Development and Validation of Integrated Approaches (FHAIVE), Faculty of Medicine and Health Technology, Tampere University, Tampere 33520, Finland.
Giusy Del GiudiceFinnish Hub for Development and Validation of Integrated Approaches (FHAIVE), Faculty of Medicine and Health Technology, Tampere University, Tampere 33520, Finland.
Emanuele Di LietoFinnish Hub for Development and Validation of Integrated Approaches (FHAIVE), Faculty of Medicine and Health Technology, Tampere University, Tampere 33520, Finland.
Antreas AfantitisNovaMechanics Ltd., Nicosia 1065, Cyprus.ORCID 0000-0002-0977-8180
Harri AleniusInstitute of Environmental Medicine, Karolinska Institutet, Stockholm 171 77, Sweden.
Eliodoro ChiavazzoPolitecnico di Torino, Corso Duca degli Abruzzi 24, Torino 10129, Italy.ORCID 0000-0001-6165-7434
Mary GulumianNational Institute for Occupational Health, National Health Laboratory Services, Johannesburg 2001, South Africa.
Piia KarisolaHuman Microbiome (HUMI) Research Program, Medical Faculty, University of Helsinki, Helsinki 00290, Finland.
Iseult LynchSchool of Geography, Earth, and Environmental Sciences, University of Birmingham, Birmingham B15 2TT, U.K.ORCID 0000-0003-4250-4584
Giulia MancardiPolitecnico di Torino, Corso Duca degli Abruzzi 24, Torino 10129, Italy.
Georgia MelagrakiDivision of Physical Sciences and Applications, Hellenic Military Academy, Vari 16673, Greece.ORCID 0000-0001-7547-2342
Paolo NettiInterdisciplinary Research Centre on Biomaterials-CRIB, University of Napoli Federico II, P.le Tecchio 80, Napoli 80125, Italy.
Anastasios G PapadiamantisNovaMechanics Ltd., Nicosia 1065, Cyprus.ORCID 0000-0002-1297-3104
Willie PeijnenburgInstitute of Environmental Sciences, Leiden University, Leiden 2300 RA, The Netherlands.
Hélder A SantosDepartment of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen (UMCG), University of Groningen, Groningen 9700 RB, The Netherlands.ORCID 0000-0001-7850-6309
Tommaso SerchiLuxembourg Institute of Science and Technology, 5 Avenue des Hauts Fourneaux, Esch-sur-Alzette 4362, Luxembourg.
Mohammad-Ali ShahbaziDepartment of Biomaterials and Biomedical Technology, The Personalized Medicine Research Institute (PRECISION), University Medical Center Groningen (UMCG), University of Groningen, Groningen 9700 RB, The Netherlands.
Tobias StoegerPneumology Center, Institute of Lung Health and Immunity, Helmholtz Center Munich, German and Research Center for Environmental Health, Neuherberg, German Center for Lung Research (DZL), Munich 85764, Germany.ORCID 0000-0002-2790-0389
Eugenia Valsami-JonesSchool of Geography, Earth, and Environmental Sciences, University of Birmingham, Birmingham B15 2TT, U.K.ORCID 0000-0002-8850-7556
Paola VivoSolar Cells, Faculty of Engineering and Natural Sciences, Tampere University, P.O. Box 541, Tampere 33014, Finland.ORCID 0000-0003-2872-6922
Ivana Vinković VrčekInstitute for Medical Research and Occupational Health, Zagreb HR-10001, Croatia.ORCID 0000-0003-1382-5581
Ulla VogelNational Research Centre for the Working Environment, Copenhagen O DK-2100, Denmark.ORCID 0000-0001-6807-1524
Peter WickLaboratory for Particles-Biology Interactions Swiss Federal Laboratories for Materials Science and Technology (Empa), Lerchenfeldstrasse 5, St. Gallen 9014, Switzerland.ORCID 0000-0002-0079-4344
David A WinklerLa Trobe Institute of Molecular Science, La Trobe University, Bundoora 3086, Australia.
Angela SerraFinnish Hub for Development and Validation of Integrated Approaches (FHAIVE), Faculty of Medicine and Health Technology, Tampere University, Tampere 33520, Finland.
Dario GrecoFinnish Hub for Development and Validation of Integrated Approaches (FHAIVE), Faculty of Medicine and Health Technology, Tampere University, Tampere 33520, Finland.ORCID 0000-0001-9195-9003

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The development of new approach methodologies (NAMs) to replace current

Indexed as

NanostructuresHumanscomputational toxicologyengineered nanomaterialsnanosafetynew approach methodologieswisdom of crowds

Identifiers

PMID40674653
PMCPMC12312164

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.