Evidence map›Paper›PMID 34208539›Full record

ArticleSensors (Basel, Switzerland)2021

The Effectiveness of Multi-Label Classification and Multi-Output Regression in Social Trait Recognition.

Will Farlessyost, Kelsey-Ryan Grant, Sara R Davis, David Feil-Seifer, Emily M Hand

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

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.

Will FarlessyostAgricultural & Biological Engineering, Purdue University, West Lafayette, IN 47907, USA.
Kelsey-Ryan GrantComputer Science, Ithaca College, Ithaca, NY 14850, USA.
Sara R DavisComputer Science and Engineering, University of Nevada, Reno, NV 89557, USA.ORCID 0000-0002-9824-792X
David Feil-SeiferComputer Science and Engineering, University of Nevada, Reno, NV 89557, USA.ORCID 0000-0002-5502-7513
Emily M HandComputer Science and Engineering, University of Nevada, Reno, NV 89557, USA.ORCID 0000-0002-6990-2833

Funding

National Science Foundation 1757929
6 · The paper itself

Abstract

First impressions make up an integral part of our interactions with other humans by providing an instantaneous judgment of the

Indexed as

Facial ExpressionSocial PerceptionHumansJudgmentRecognition, PsychologySociological Factorsfirst impressionsmachine learningmulti-label classificationmulti-output regressionsocial traits

Identifiers

PMID34208539
PMCPMC8235628

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.