scite: a smart citation index that displays the context of citations and classifies their intent using deep learning

Nicholson, Joshua M.; Mordaunt, Milo; Lopez, Patrice; Uppala, Ashish; Rosati, Domenic; Rodrigues, Neves P.; Grabitz, Peter; Rife, Sean C.

doi:10.1101/2021.03.15.435418

2021

DOI: 10.1101/2021.03.15.435418

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scite: a smart citation index that displays the context of citations and classifies their intent using deep learning

Joshua M. Nicholson¹,

Milo Mordaunt²,

Patrice Lopez³

et al.

Abstract: Citation indices are tools used by the academic community for research and research evaluation which aggregate scientific literature output and measure scientific impact by collating citation counts. Citation indices help measure the interconnections between scientific papers but fall short because they only display paper titles, authors, and the date of publications, and fail to communicate contextual information about why a citation was made. The usage of citations in research evaluation without due consider… Show more

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Cited by 15 publications

(10 citation statements)

References 39 publications

Supporting

1

Mentioning

9

Contrasting

0

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0

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“…Lamers et al (2021) found that just 0.31% of all citations in their dataset were instances of disagreement, a share that has remained relatively stable over time. This is consistent with figures from similar assessments of other scientific fields, which found 2.4% "negative" citations (Catalini et al, 2015) and 0.8% "disputing" citations (Nicholson et al, 2021) in their respective bibliographic datasets. 1…”

Section: Science Mappingsupporting

confidence: 90%

Seeing beyond the frames we inherit: A challenge to tenacious conservation narratives

Chignell

¹

,

Satterfield

²

2023

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Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

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“…Lamers et al (2021) found that just 0.31% of all citations in their dataset were instances of disagreement, a share that has remained relatively stable over time. This is consistent with figures from similar assessments of other scientific fields, which found 2.4% "negative" citations (Catalini et al, 2015) and 0.8% "disputing" citations (Nicholson et al, 2021) in their respective bibliographic datasets. 1…”

Section: Science Mappingsupporting

confidence: 90%

Seeing beyond the frames we inherit: A challenge to tenacious conservation narratives

Chignell

¹

,

Satterfield

²

2023

Get access via publisher Add to dashboard Cite

Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

show abstract

“…Roughly 0.31% of all citances in our dataset are instances of disagreement, a share that has remained relatively stable over time. However, this number is much smaller than in past studies—such as the 2.4% for so-called “negative” references ( Catalini et al, 2015 ), and the estimated 0.8% for “disputing” citations ( Nicholson et al, 2021 ). This is explained by our operationalization of disagreement, which although conceptually broader than negative or disputing citations, is narrowed to only 23 queries to prioritize precision.…”

Section: Discussionmentioning

confidence: 63%

Investigating disagreement in the scientific literature

Lamers

¹

,

Boyack

²

,

Larivière

³

et al. 2021

Elife

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Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

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“…Moreover, even in academic spaces, the ability to categorize citations consistently across disciplines and at scale remains challenging. 14 However, engagement, whether positive or negative, may still signal impact of the Scholar's work.…”

Section: Discussionmentioning

confidence: 99%

Bibliometric Approach to Evaluating the Impact of a Building Interdisciplinary Research Careers in Women's Health K12 Research Career Development Program

Berge

¹

,

Macheledt

²

,

Bakker

³

et al. 2022

Journal of Women's Health

1

0

Get access via publisher Add to dashboard Cite

Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.

show abstract

Scite is an AI-powered platform that helps researchers discover and evaluate scientific literature through Smart Citations, showing whether studies support or contradict a claim. Now part of Research Solutions, Scite has indexed 1.6B+ citations, partners with 30+ publishers, and serves 2M users worldwide.

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