Evidence map›Paper›PMID 35497655›Full record

ArticleJournal of applied crystallography2022

Neural network analysis of neutron and X-ray reflectivity data: automated analysis using

Alessandro Greco, Vladimir Starostin, Evelyn Edel, Valentin Munteanu, Nadine Rußegger, Ingrid Dax, Chen Shen, Florian Bertram, Alexander Hinderhofer, Alexander Gerlach and 1 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of applied crystallography, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
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  7. 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

11 authors.

Alessandro GrecoInstitute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076 Tübingen, Germany.ORCID https://orcid.org/0000-0002-3714-7941
Vladimir StarostinInstitute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076 Tübingen, Germany.ORCID https://orcid.org/0000-0003-4533-6256
Evelyn EdelInstitute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076 Tübingen, Germany.
Valentin MunteanuInstitute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076 Tübingen, Germany.
Nadine RußeggerInstitute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076 Tübingen, Germany.
Ingrid DaxInstitute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076 Tübingen, Germany.
Chen ShenDeutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany.ORCID https://orcid.org/0000-0002-7855-1764
Florian BertramDeutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607 Hamburg, Germany.ORCID https://orcid.org/0000-0001-9002-4118
Alexander HinderhoferInstitute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076 Tübingen, Germany.ORCID https://orcid.org/0000-0001-8152-6386
Alexander GerlachInstitute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076 Tübingen, Germany.ORCID https://orcid.org/0000-0003-1787-1868
Frank SchreiberInstitute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076 Tübingen, Germany.ORCID https://orcid.org/0000-0003-3659-6718

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Python package

Indexed as

data analysismachine learningPythonreflectometry

Identifiers

PMID35497655
PMCPMC8985606

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.