Evidence map›Paper›PMID 42086917›Full record

ArticleNature methods2026

Ashesh Ashesh, Federico Carrara, Igor Zubarev, Vera Galinova, Melisande Croft, Melissa Pezzotti, Daozheng Gong, Francesca Casagrande, Elisa Colombo, Stefania Giussani and 16 more

Abstract read
In one paragraph

Article in Nature methods, 2026. 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. 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

26 authors.

Ashesh AsheshFondazione Human Technopole, Milan, Italy.ORCID http://orcid.org/0000-0003-3778-0576
Federico CarraraFondazione Human Technopole, Milan, Italy.ORCID http://orcid.org/0009-0005-9445-8497
Igor ZubarevFondazione Human Technopole, Milan, Italy.
Vera GalinovaFondazione Human Technopole, Milan, Italy.
Melisande CroftFondazione Human Technopole, Milan, Italy.
Melissa PezzottiUniversity of Pavia, Pavia, Italy.
Daozheng GongUniversity of Chicago, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-3951-1890
Francesca CasagrandeFondazione Human Technopole, Milan, Italy.ORCID http://orcid.org/0000-0002-2093-1393
Elisa ColomboFondazione Human Technopole, Milan, Italy.
Stefania GiussaniFondazione Human Technopole, Milan, Italy.
Elena RestelliFondazione Human Technopole, Milan, Italy.
Eugenia CammarotaFondazione Human Technopole, Milan, Italy.
Juan Manuel BattagliottiFondazione Human Technopole, Milan, Italy.
Nikolai KlenaFondazione Human Technopole, Milan, Italy.ORCID http://orcid.org/0000-0002-2631-2294
Moises Di SanteUniversity of Pavia, Pavia, Italy.ORCID http://orcid.org/0000-0002-4174-1257
Raghabendra AdhikariHHMI/Janelia Research Campus, Ashburn, VA, USA.ORCID http://orcid.org/0009-0007-8561-4456
Daniel FelicianoHHMI/Janelia Research Campus, Ashburn, VA, USA.ORCID http://orcid.org/0000-0003-4742-4006
Gaia PiginoFondazione Human Technopole, Milan, Italy.ORCID http://orcid.org/0000-0002-2295-9568
Elena TavernaFondazione Human Technopole, Milan, Italy.
Oliver HarschnitzFondazione Human Technopole, Milan, Italy.
Nicola MaghelliFondazione Human Technopole, Milan, Italy.ORCID http://orcid.org/0000-0001-8450-8271
Norbert SchererUniversity of Chicago, Chicago, IL, USA.ORCID http://orcid.org/0000-0002-9425-8234
Damian Edward Dalle NogareFondazione Human Technopole, Milan, Italy.
Joran DeschampsFondazione Human Technopole, Milan, Italy.ORCID http://orcid.org/0000-0001-8462-2883
Francesco PasqualiniUniversity of Pavia, Pavia, Italy.ORCID http://orcid.org/0000-0001-7038-3121
Florian JugFondazione Human Technopole, Milan, Italy. florian.jug@fht.org.ORCID http://orcid.org/0000-0002-8499-5812

Funding

Bundesministerium für Bildung und Forschung (Federal Ministry of Education and Research) 031A532B, 031A533A, 031A533B, 031A534A, 031A535A, 031A537A, 031A537B, 031A537C, 031A537D, 031A538AEuropean Commission (EC) 101057970-AI4LIFEEuropean Commission (EC) 101094250-IMAGINE
6 · The paper itself

Abstract

Fluorescence microscopy is constrained by optical limits, fluorophore chemistry and finite photon budgets, imposing trade-offs between imaging speed, resolution and phototoxicity. Here we introduce

Indexed as

Deep LearningImage Processing, Computer-AssistedAlgorithmsAnimalsHumansMicroscopy, Fluorescence

Identifiers

PMID42086917
PMCPMC13167470

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.