Evidence map›Paper›PMID 40809131›Full record

ArticleFrontiers in systems biology2024

Building virtual patients using simulation-based inference.

Nathalie Paul, Venetia Karamitsou, Clemens Giegerich, Afshin Sadeghi, Moritz Lücke, Britta Wagenhuber, Alexander Kister, Markus Rehberg

Abstract read
In one paragraph

Article in Frontiers in systems biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

8 authors.

Nathalie PaulFraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany.
Venetia KaramitsouSanofi R&D, Translational Disease Modeling, Frankfurt, Germany.
Clemens GiegerichSanofi R&D, Translational Disease Modeling, Frankfurt, Germany.
Afshin SadeghiFraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany.
Moritz LückeFraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany.
Britta WagenhuberSanofi R&D, Translational Disease Modeling, Frankfurt, Germany.
Alexander KisterFraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany.
Markus RehbergSanofi R&D, Translational Disease Modeling, Frankfurt, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In the context of

Indexed as

artificial intelligenceindividual patient fittingmachine learningQSP modelingsimulation-based inferencevirtual patients

Identifiers

PMID40809131
PMCPMC12342008

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.