Evidence map›Paper›PMID 41017158›Full record

ArticleProteins2026

Beyond Single Chains: Benchmarking Macromolecular Complex Prediction Methods With the Continuous Automated Model EvaluatiOn (CAMEO).

Xavier Robin, Peter Škrinjar, Andrew M Waterhouse, Gabriel Studer, Gerardo Tauriello, Janani Durairaj, Torsten Schwede

Abstract read
In one paragraph

Article in Proteins, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Stoic: fast and accurate protein stoichiometry prediction.Bioinformatics (Oxford, England) · 2026
    Article
  3. Evaluating generalization in protein-ligand cofolding methods.Nature structural & molecular biology · 2026
    Article
  4. Article
  5. 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

7 authors.

Xavier RobinBiozentrum, University of Basel, Basel, Switzerland.ORCID https://orcid.org/0000-0002-6813-3200
Peter ŠkrinjarBiozentrum, University of Basel, Basel, Switzerland.ORCID https://orcid.org/0009-0005-9996-0048
Andrew M WaterhouseBiozentrum, University of Basel, Basel, Switzerland.ORCID https://orcid.org/0009-0004-5717-6063
Gabriel StuderBiozentrum, University of Basel, Basel, Switzerland.ORCID https://orcid.org/0000-0003-0462-1456
Gerardo TaurielloBiozentrum, University of Basel, Basel, Switzerland.ORCID https://orcid.org/0000-0002-5921-7007
Janani DurairajBiozentrum, University of Basel, Basel, Switzerland.ORCID https://orcid.org/0000-0002-1698-4556
Torsten SchwedeBiozentrum, University of Basel, Basel, Switzerland.ORCID https://orcid.org/0000-0003-2715-335X

Funding

Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungSwiss Institute of BioinformaticsSwiss National Science Foundation 223634
6 · The paper itself

Abstract

Independent, blind assessment of structure prediction methods is essential for establishing state-of-the-art performance, identifying limitations, and guiding future developments. The Continuous Automated Model EvaluatiOn (CAMEO) platform provides weekly, automated benchmarking of structure prediction servers, complementing the biennial Critical Assessment of Structure Prediction (CASP) experiments.

Indexed as

Computational BiologyMacromolecular SubstancesModels, MolecularProteinsSoftwareAlgorithmsBenchmarkingDatabases, ProteinProtein ConformationMacromolecular SubstancesProteins3D structure predictionCASP16macromolecular complexesprotein‐ligand complexesprotein structure

Identifiers

PMID41017158
PMCPMC12750032

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.