Evidence map›Paper›PMID 34497998›Full record

ArticleFrontiers in artificial intelligence2021

On Topological Analysis of fs-LIMS Data. Implications for in Situ Planetary Mass Spectrometry.

Rustam A Lukmanov, Andreas Riedo, David Wacey, Niels F W Ligterink, Valentine Grimaudo, Marek Tulej, Coenraad de Koning, Anna Neubeck, Peter Wurz

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in artificial intelligence, 2021. 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
1.4field-weighted citation impact, top 16% of its field
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, 12 citations in OpenAlex.

  1. Article
  2. 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

9 authors at 3 institutions in 3 countries.

Rustam A LukmanovSpace Research and Planetary Sciences (WP), University of Bern, Bern, Switzerland.
Andreas RiedoSpace Research and Planetary Sciences (WP), University of Bern, Bern, Switzerland.
David WaceyCentre for Microscopy, Characterisation and Analysis, The University of Western Australia, Perth, WA, Australia.
Niels F W LigterinkSpace Research and Planetary Sciences (WP), University of Bern, Bern, Switzerland.
Valentine GrimaudoSpace Research and Planetary Sciences (WP), University of Bern, Bern, Switzerland.
Marek TulejSpace Research and Planetary Sciences (WP), University of Bern, Bern, Switzerland.
Coenraad de KoningSpace Research and Planetary Sciences (WP), University of Bern, Bern, Switzerland.
Anna NeubeckDepartment of Earth Sciences, Uppsala University, Uppsala, Sweden.
Peter WurzSpace Research and Planetary Sciences (WP), University of Bern, Bern, Switzerland.
University of Bern · CHUniversity of Western Australia · AUUppsala University · SE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this contribution, we present results of non-linear dimensionality reduction and classification of the fs laser ablation ionization mass spectrometry (LIMS) imaging dataset acquired from the Precambrian Gunflint chert (1.88 Ga) using a miniature time-of-flight mass spectrometer developed for

Indexed as

fs-LIMSGunflintmappermarsmass-spectrometrymicrofossilsUMAP (uniform manifold approximation and projection)

Identifiers

PMID34497998
PMCPMC8419467
OpenAlexW3194923579

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.