Evidence map›Paper›PMID 34257414›Full record

ArticleNeuropsychopharmacology : official publication of the American College of Neuropsychopharmacology2021

Reply to Winter et al: Interpreting weights of multimodal machine learning models-problems and pitfalls.

Matthew Price, Nicholas Allgaier, Hugh Garavan

Abstract readLetterComment
In one paragraph

Article in Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Matthew PriceCenter for Research on Emotion Stress and Technology, Department of Psychological Science, University of Vermont, Burlington, VT, USA. Matthew.Price@uvm.edu.ORCID http://orcid.org/0000-0001-5637-9230
Nicholas AllgaierDepartment of Psychiatry, University of Vermont, Burlington, VT, USA.ORCID http://orcid.org/0000-0002-9498-0200
Hugh GaravanDepartment of Psychiatry, University of Vermont, Burlington, VT, USA.

Funding

Evaluation of neurobiological models of adolescent maltreatment through machine learningK08MH107661 · NIMH · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI PRICE, MATTHEW · 2016 to 2019
$706k
NIMH NIH HHS K08 MH107661
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Machine Learning

Identifiers

PMID34257414
PMCPMC8429743

What OpenQuestion holds

Textmetadata
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.