Evidence map›Paper›PMID 36946722›Full record

ArticleMicrobiology spectrum2023

Conditional Forest Models Built Using Metagenomic Data Accurately Predicted

Taejung Chung, Runan Yan, Daniel L Weller, Jasna Kovac

Abstract read
In one paragraph

Article in Microbiology spectrum, 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
–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

3 citing papers in PubMed.

  1. A two-year study ofApplied and environmental microbiology · 2025
    Article
  2. Review
  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

4 authors.

Taejung ChungDepartment of Food Science, The Pennsylvania State University, University Park, Pennsylvania, USA.
Runan YanDepartment of Food Science, The Pennsylvania State University, University Park, Pennsylvania, USA.
Daniel L WellerDepartment of Statistics and Computational Biology, University of Rochester Medical Center, Rochester, New York, USA.ORCID 0000-0001-7259-6331
Jasna KovacDepartment of Food Science, The Pennsylvania State University, University Park, Pennsylvania, USA.ORCID 0000-0002-9465-4552

Funding

PSU | Institutes of Energy and the Environment, Pennsylvania State University (IEE) 2019 seed grantUSDA | National Institute of Food and Agriculture (NIFA) PEN04646 and Accession 1015787
6 · The paper itself

Abstract

The use of water contaminated with

Indexed as

indicatorsmachine learningmicrobiomeSalmonellasurface waterwater safety

Identifiers

PMID36946722
PMCPMC10100987

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.