Hypothesis
 2023
DOI: 10.18060/26528
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Evaluating the Accuracy of scite, a Smart Citation Index

Caitlin Bakker
1
,
Nicole Theis‐Mahon
2
,
Sarah Brown
3

Abstract: Objectives: Citations do not always equate endorsement, therefore it is important to understand the context of a citation. Researchers may heavily rely on a paper they cite, they may refute it entirely, or they may mention it only in passing, so an accurate classification of a citation is valuable for researchers and users. While AI solutions have emerged to provide a more nuanced meaning, the accuracy of these tools has yet to be determined. This project seeks to assess the accuracy of scite in assessing the … Show more

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Cited by 9 publications

(4 citation statements)
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“…39 Automated checkers help inconsistently, and AI-text detectors are unreliable and biased against non-native English writing. 40 41 The practical rule is simple: generate prose if useful, but collect citations from authoritative databases and verify every reference.…”
Section: Resultsmentioning
confidence: 99%
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
“…39 Automated checkers help inconsistently, and AI-text detectors are unreliable and biased against non-native English writing. 40 41 The practical rule is simple: generate prose if useful, but collect citations from authoritative databases and verify every reference.…”
Section: Resultsmentioning
confidence: 99%
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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“… Good publishers: articles in journals and conferences. Total Smart Citations: provides a granular perspective on the impact of individual references within the text, without grouping them at the citation publication level ( Nicholson et al, 2021 ; Bakker, Theis-Mahon & Brown, 2023 ). By using Total Smart Citations, we aim to ensure a comprehensive assessment of the relevance of each reference cited within the articles we considered in the review.…”
Section: Survey Methodologymentioning
confidence: 99%
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
“…During the regulatory research literature review process, additional sources of information may be gleamed from within the reference lists of identified documents ( 42 ). But identifying and evaluating these citations can be time consuming and existing technology approaches have demonstrated suboptimal performance ( 38 , 43 , 44 ). GenAI tools can be developed to scan through research documents to identify and extract potentially relevant citations from a document's reference section for further review ( 43 ).…”
Section: A Role For Technological Innovationmentioning
confidence: 99%
“…But identifying and evaluating these citations can be time consuming and existing technology approaches have demonstrated suboptimal performance ( 38 , 43 , 44 ). GenAI tools can be developed to scan through research documents to identify and extract potentially relevant citations from a document's reference section for further review ( 43 ). Furthermore, the summarization capabilities of GenAI can reduce the burden of the screening process.…”
Section: A Role For Technological Innovationmentioning
confidence: 99%
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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