Evidence map›Paper›PMID 37505686›Full record

ArticleToxins2023

Machine Learning with Alpha Toxin Phenotype to Predict Clinical Outcome in Patients with

Brent Beadell, Surya Nehra, Elizabeth Gusenov, Holly Huse, Annie Wong-Beringer

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

Article in Toxins, 2023. 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
1.0field-weighted citation impact, top 26% 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

3 citing papers in PubMed, 5 citations in OpenAlex.

  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

5 authors at 2 institutions in 1 country.

Brent BeadellAlfred E. Mann School of Pharmacy and Pharmaceutical Sciences, University of Southern California, Los Angeles, CA 90089, USA.ORCID 0000-0003-0396-6639
Surya NehraViterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA.
Elizabeth GusenovAlfred E. Mann School of Pharmacy and Pharmaceutical Sciences, University of Southern California, Los Angeles, CA 90089, USA.
Holly HuseDepartment of Microbiology, Harbor-UCLA Medical Center, Torrance, CA 90502, USA.
Annie Wong-BeringerAlfred E. Mann School of Pharmacy and Pharmaceutical Sciences, University of Southern California, Los Angeles, CA 90089, USA.ORCID 0000-0003-3302-1409
University of Southern California · USUCLA Medical Center · US

Funding

DOCTORAL AND POST-DOCTORAL TRAINING IN CRANIOFACIAL BIOLOGYT90DE021982 · NIDCR · UNIVERSITY OF SOUTHERN CALIFORNIA · PI PAINE, MICHAEL LANSDELL · 2011 to 2025
$6.2M
NIDCR NIH HHS T90 DE021982
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

BacteremiaSepsisStaphylococcal InfectionsThrombocytopeniaAnimalsPhenotypeSheepStaphylococcus aureusbacteremiamachine learningplateletsStaphylococcus aureusthrombocytopeniaα-toxin

Identifiers

PMID37505686
PMCPMC10467129
OpenAlexW4382402697

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.