Evidence map›Paper›PMID 31220072›Full record

ArticlePLoS computational biology2019

Ten quick tips for effective dimensionality reduction.

Lan Huong Nguyen, Susan Holmes

Abstract read
In one paragraph

Article in PLoS computational biology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
81citing papers in PubMed, 1 pooled it
–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

81 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  14. Transdiagnostic Attentional Deficits Are Associated with Depressive and Externalizing Symptoms in Children and Adolescents with Neuropsychiatric Disorders.Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists · 2025
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21 more citing papers are in PubMed but not listed here.

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

2 authors.

Lan Huong NguyenInstitute for Mathematical and Computational Engineering, Stanford University, Stanford, California, United States of America.ORCID 0000-0003-3397-0380
Susan HolmesDepartment of Statistics, Stanford University, Stanford, California, United States of America.ORCID 0000-0002-2208-8168

Funding

Predicting Resilience in the Human MicrobiomeR01AI112401 · NIAID · PALO ALTO VETERANS INSTIT FOR RESEARCH · PI HOLMES, SUSAN P, RELMAN, DAVID A. · 2013 to 2017
$6.2M
NIAID NIH HHS R01 AI112401
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Machine LearningModels, StatisticalComputational BiologyDatabases, FactualHumansSignal Processing, Computer-Assisted

Identifiers

PMID31220072
PMCPMC6586259

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.