A dimensional approach to jealousy reveals enhanced fronto-striatal, insula and limbic responses to angry faces
Abstract
Jealousy is a complex social emotion combining the different primary emotions of anger, fear and sadness. Previous evidence has suggested the involvement of fronto-striatal dopaminergic circuitry in pathological jealousy, although little is known about overlaps with the neural representation of primary emotions involved in non-morbid jealousy and the utility of a dimensional neuroimaging approach. In the current study, 85 healthy subjects underwent fMRI during an emotional face recognition paradigm and resting state. A total of 150 faces (happy, angry, fearful, sad, neutral) were presented and subjects required to identify the expression and rate its intensity. Trait jealousy was assessed using the Multidimensional Jealousy Scale. Behavioral results showed that only intensity ratings of angry faces were positively associated with subjects' jealousy scores. During processing of angry versus neutral expression faces, subjects with elevated jealousy exhibited increased activation in the right thalamus, insula, fusiform gyrus and hippocampus, left dorsal striatum, superior parietal lobule and bilateral cerebellum and inferior frontal gyrus after controlling for trait aggression and sex. Functional connectivity between the inferior frontal gyrus and dorsal striatum was also increased. No associations with resting-state functional connectivity were found. Overall, the present study demonstrates an association between exaggerated jealousy and increased intensity ratings of angry faces as well as activity and functional connectivity of the dorsal striatal-inferior frontal circuitry. Thus, increased emotional responsivity to social threat and enhanced activity in limbic regions and dopaminergic fronto-striatal circuitry may be features of both non-morbid and pathological jealousy confirming the utility of a dimensional approach.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Individuals with higher scores on a jealousy scale have increased activity in the IC and ACC and enhanced functional connectivity between the inferior frontal gyrus and dorsal striatum in response to threatening faces.
“There are few studies examining brain regions involved in jealousy; however, fMRI reveals that individuals with higher scores on a jealousy scale have increased activity in the IC and ACC and enhanced functional connectivity between the inferior frontal gyrus and dorsal striatum in response to threatening faces [160,161].”
From The Neurobiology of Love and Pair Bonding from Human and Animal Perspectives (2023) · cites this paper as [160]
Cites
Tzourio-Mazoyer, N., Landeau, B., Papathanassiou, D., Crivello, F., Etard, O., Delcroix, N., Mazoyer, B., & Joliot, M. (2002) · NeuroImage · doi:10.1006/nimg.2001.0978 · Cited by 16,319 · see citing works
Lazarus, R. S. (1991) · doi:10.1093/oso/9780195069945.001.0001 · Cited by 12,691 · see citing works
A Caution Regarding Rules of Thumb for Variance Inflation Factors
O’brien, R. M. (2007) · Quality & Quantity · doi:10.1007/s11135-006-9018-6 · Cited by 11,217 · see citing works
Insel, T., Cuthbert, B., Garvey, M., Heinssen, R., Pine, D. S., Quinn, K., Sanislow, C., & Wang, P. (2010) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2010.09091379 · Cited by 7,067 · see citing works
Comparison of Beck Depression Inventories -IA and -II in psychiatric outpatients
Beck, A. T., Steer, R. A., Ball, R., & Ranieri, W. F. (1996) · Journal of Personality Assessment · doi:10.1207/s15327752jpa6703_13 · Cited by 5,965 · see citing works
Saliency, switching, attention and control: a network model of insula function
Menon, V., & Uddin, L. Q. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0262-0 · Cited by 5,592 · see citing works
Lazarus, R. (1991) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2075902 · Cited by 5,089 · see citing works
Buss, A. H., & Perry, M. (1992) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.63.3.452 · Cited by 4,693 · see citing works
State-Trait Anxiety Inventory for Adults
Spielberger, C. D. (2012) · PsycTESTS Dataset · doi:10.1037/t06496-000 · Cited by 3,479 · see citing works
DPARSF: a MATLAB toolbox for “pipeline” data analysis of resting-state fMRI
Yan (2010) · Frontiers in System Neuroscience · doi:10.3389/fnsys.2010.00013 · Cited by 3,475 · see citing works
Emotional processing in anterior cingulate and medial prefrontal cortex
Etkin, A., Egner, T., & Kalisch, R. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.11.004 · Cited by 3,059 · see citing works
Altered baseline brain activity in children with ADHD revealed by resting-state functional MRI
Yu-Feng, Z., Yong, H., Chao-Zhe, Z., Qing-Jiu, C., Man-Qiu, S., Meng, L., Li-Xia, T., Tian-Zi, J., & Yu-Feng, W. (2007) · Brain and Development · doi:10.1016/j.braindev.2006.07.002 · Cited by 2,660 · see citing works
The role of the basal ganglia in habit formation
Yin, H. H., & Knowlton, B. J. (2006) · Nature Reviews Neuroscience · doi:10.1038/nrn1919 · Cited by 2,402 · see citing works
Manual for the state-trait anxiety inventory (form Y) : "self-evaluation questionnaire"
Spielberger, C. D., Gorsuch, R. L., & Lushene, R. E. (1970) · Consulting Psychologists Press eBooks · Cited by 2,352 · see citing works
Region of interest analysis using an SPM toolbox
Brett, M. (2002) · NeuroImage · Cited by 2,273 · see citing works
Both of Us Disgusted in My Insula
Wicker, B., Keysers, C., Plailly, J., Royet, J.-P., Gallese, V., & Rizzolatti, G. (2003) · Neuron · doi:10.1016/s0896-6273(03)00679-2 · Cited by 2,185 · see citing works
Ekman, P. (1999) · Handbook of Cognition and Emotion · doi:10.1002/0470013494.ch3 · Cited by 2,125 · see citing works
Neural mechanisms of empathy in humans: a relay from neural systems for imitation to limbic areas
Carr, L., Iacoboni, M., Dubeau, M.-C., Mazziotta, J. C., & Lenzi, G. L. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0935845100 · Cited by 1,978 · see citing works
By Carrot or by Stick: Cognitive Reinforcement Learning in Parkinsonism
Frank, M. J., Seeberger, L. C., & O'Reilly, R. C. (2004) · Science · doi:10.1126/science.1102941 · Cited by 1,964 · see citing works
Dopamine neuron systems in the brain: An update
Björklund, A., & Dunnett, S. B. (2007) · Trends in Neurosciences · doi:10.1016/j.tins.2007.03.006 · Cited by 1,777 · see citing works
McLaren, D. G., Ries, M. L., Xu, G., & Johnson, S. C. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.03.068 · Cited by 1,445 · see citing works
Cuthbert, B. N. (2014) · World Psychiatry · doi:10.1002/wps.20087 · Cited by 1,377 · see citing works
Fusar‐Poli, P., Placentino, A., Carletti, F., Landi, P., Allen, P., Surguladze, S., Benedetti, F., Abbamonte, M., Gasparotti, R., Barale, F., et al. (2009) · Journal of Psychiatry and Neuroscience · doi:10.1139/jpn.0953 · Cited by 1,292 · see citing works
Obsessive-compulsive disorder: An integrative genetic and neurobiological perspective
Pauls, D. L., Abramovitch, A., Rauch, S. L., & Geller, D. A. (2014) · Nature Reviews Neuroscience · doi:10.1038/nrn3746 · Cited by 793 · see citing works
Reward‐Related Responses in the Human Striatum
DELGADO, M. R. (2007) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1390.002 · Cited by 736 · see citing works
Cortical Systems for the Recognition of Emotion in Facial Expressions
Adolphs, R., Damasio, H., Tranel, D., & Damasio, A. R. (1996) · Journal of Neuroscience · doi:10.1523/jneurosci.16-23-07678.1996 · Cited by 719 · see citing works
Distinguishing the experiences of envy and jealousy.
Parrott, W. G., & Smith, R. H. (1993) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.64.6.906 · Cited by 643 · see citing works
Ruzich, E., Allison, C. L., Smith, P. L., Watson, P., Bonnie Auyeung, B., RING, H. A., & Baron‐Cohen, S. (2015) · Molecular Autism · doi:10.1186/2040-2392-6-2 · Cited by 612 · see citing works
Distinguishing the experiences of envy and jealousy.
Parrott, W. G., & Smith, R. H. (1993) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.64.6.906 · Cited by 508 · see citing works
The human amygdala plays an important role in gaze monitoring
Kawashima, R., Sugiura, M., Kato, T., Nakamura, A., Hatano, K., Ito, K., Fukuda, H., Kojima, S., & Nakamura, K. (1999) · Brain · doi:10.1093/brain/122.4.779 · Cited by 430 · see citing works
Thalamic synchrony and dynamic regulation of global forebrain oscillations
Huguenard, J. R., & McCormick, D. A. (2007) · Trends in Neurosciences · doi:10.1016/j.tins.2007.05.007 · Cited by 395 · see citing works
Sensory gating mechanisms of the thalamus
McCormick, D. A., & Bal, T. (1994) · Current Opinion in Neurobiology · doi:10.1016/0959-4388(94)90056-6 · Cited by 392 · see citing works
Pfeiffer, S. M., & Wong, P. T. P. (1989) · Journal of Social and Personal Relationships · doi:10.1177/026540758900600203 · Cited by 389 · see citing works
Hahn, A., Stein, P., Windischberger, C., Weissenbacher, A., Spindelegger, C., Moser, E., Kasper, S., & Lanzenberger, R. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.02.064 · Cited by 385 · see citing works
Cunningham, W. A., Raye, C. L., & Johnson, M. K. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/0898929042947919 · Cited by 366 · see citing works
Vertes, R. P., Hoover, W. B., Szigeti‐Buck, K., & Léránth, C. (2007) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2006.12.002 · Cited by 345 · see citing works
Brain activity underlying emotional valence and arousal: a response-related fMRI study
Anders, S., Lotze, M., Erb, M., Grodd, W., & Birbaumer, N. (2004) · Human Brain Mapping · doi:10.1002/hbm.20048 · Cited by 341 · see citing works
Reward, Addiction, and Emotion Regulation Systems Associated With Rejection in Love
Fisher, H. E., Brown, L. L., Aron, A., Strong, G., & Mashek, D. (2010) · Journal of Neurophysiology · doi:10.1152/jn.00784.2009 · Cited by 328 · see citing works
Phillips, M. L., Williams, L. M., Heining, M., Herba, C. M., Russell, T., Andrew, C., Bullmore, E. T., Brammer, M. J., Williams, S. C. R., Morgan, M., et al. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.12.013 · Cited by 314 · see citing works
Neural systems subserving valence and arousal during the experience of induced emotions.
Colibazzi, T., Posner, J., Wang, Z.-S., Gorman, D., Gerber, A., Yu, S., Zhu, H.-T., Kangarlu, A., Duan, Y., Russell, J., et al. (2010) · Emotion · doi:10.1037/a0018484 · Cited by 299 · see citing works
Orthogonalization of regressors in fMRI models
Mumford, J. A., Poline, J.-B., & Poldrack, R. A. (2015) · PLoS ONE · doi:10.1371/journal.pone.0126255 · Cited by 276 · see citing works
Revision of the Chinese Facial Affective Picture System
Yu, H. (2011) · Zhongguo xinli weisheng zazhi · Cited by 265 · see citing works
Activation of the Right Inferior Frontal Cortex During Assessment of Facial Emotion
Nakamura, K., Kawashima, R., Ito, K., Sugiura, M., Kato, T., Nakamura, A., Hatano, K., Nagumo, S., Kubota, K., Fukuda, H., et al. (1999) · Journal of Neurophysiology · doi:10.1152/jn.1999.82.3.1610 · Cited by 259 · see citing works
Baur, V., Hänggi, J., Langer, N., & Jäncke, L. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.06.003 · Cited by 258 · see citing works
Buss, D. M., & Haselton, M. G. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.09.006 · Cited by 217 · see citing works
Dimensional psychiatry: reward dysfunction and depressive mood across psychiatric disorders
Hägele, C., Schlagenhauf, F., Rapp, M. A., Sterzer, P., Beck, A., Bermpohl, F., Stoy, M., Ströhle, A., Wïttchen, H., Dolan, R. J., et al. (2014) · Psychopharmacology · doi:10.1007/s00213-014-3662-7 · Cited by 191 · see citing works
Cluster success: fMRI inferences for spatial extent have acceptable false-positive rates.
Slotnick, S. D. (2017) · Cognitive Neuroscience · doi:10.1080/17588928.2017.1319350 · Cited by 184 · see citing works
Event related potentials and the perception of intensity in facial expressions
Sprengelmeyer, R., & Jentzsch, I. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2006.06.020 · Cited by 178 · see citing works
N’Diaye, K., Sander, D., & Vuilleumier, P. O. (2009) · Emotion · doi:10.1037/a0017845 · Cited by 176 · see citing works
Wang, Z., Yuan, C., Huang, J., Li, Z., Chen, J., Zhang, H., Fang, Y., & Xiao, Z. (2011) · Zhongguo xinli weisheng zazhi · Cited by 154 · see citing works
Strata, P. (2015) · The Cerebellum · doi:10.1007/s12311-015-0649-9 · Cited by 137 · see citing works
Men and women show distinct brain activations during imagery of sexual and emotional infidelity
Takahashi, H., Matsuura, M., Yahata, N., Koeda, M., Suhara, T., & Okubo, Y. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.05.049 · Cited by 136 · see citing works
Jealousy: Novel methods and neural correlates.
Harmon‐Jones, E., Peterson, C. K., & Harris, C. R. (2009) · Emotion · doi:10.1037/a0014117 · Cited by 115 · see citing works
Ambiguous Results in Functional Neuroimaging Data Analysis Due to Covariate Correlation
Andrade, A., Paradis, A., Rouquette, S., & Poline, J. (1999) · NeuroImage · doi:10.1006/nimg.1999.0479 · Cited by 112 · see citing works
Emotion-based decision-making in healthy subjects: short-term effects of reducing dopamine levels
Sevy, S. M., Hassoun, Y., Bechara, A., Yechiam, E., Napolitano, B. A., Burdick, K. E., Delman, H., & Malhotra, A. K. (2006) · Psychopharmacology · doi:10.1007/s00213-006-0450-z · Cited by 110 · see citing works
Shamay‐Tsoory, S., Tibi-Elhanany, Y., & Aharon‐Peretz, J. (2007) · Brain · doi:10.1093/brain/awm093 · Cited by 103 · see citing works
The expression and understanding of jealousy in children with autism
Bauminger, N. (2004) · Development and Psychopathology · doi:10.1017/s0954579404044451 · Cited by 81 · see citing works
Gable, P. A., & Poole, B. D. (2012) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss130 · Cited by 71 · see citing works
Jealousy: Compound emotion or label for a particular situation?
Hupka, R. B. (1984) · Motivation and Emotion · doi:10.1007/bf00993070 · Cited by 70 · see citing works
The neural correlates of mate competition in dominant male rhesus macaques
Rilling, J. K., Winslow, J., & Kilts, C. D. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.06.027 · Cited by 68 · see citing works
The striatum beyond reward: caudate responds intensely to unpleasant pictures
Carretié, L., Lago, M. R., Gándara, B. S. D. L., Tapia, M., Albert, J., López‐Martín, S., & Álvarez-Linera, J. (2009) · Neuroscience · doi:10.1016/j.neuroscience.2009.09.031 · Cited by 65 · see citing works
Revision of the State-Trait Anxiety Inventory With Sample of Chinese College Students.
Li, W., & Qian, M. (1995) · Chinese Science Abstracts Series B · Cited by 63 · see citing works
Clinical and imaging features of Othello’s syndrome
Graff‐Radford, J., Whitwell, J. L., Geda, Y. E., et al. (2011) · European Journal of Neurology · doi:10.1111/j.1468-1331.2011.03412.x · Cited by 62 · see citing works
Sex Differences in Jealousy: An Evolutionary Perspective on Online Infidelity
Guadagno, R., & Sagarin, B. J. (2010) · Journal of Applied Social Psychology · doi:10.1111/j.1559-1816.2010.00674.x · Cited by 61 · see citing works
Dopamine agonists and delusional jealousy in Parkinson's disease: A cross‐sectional prevalence study
Poletti, M., Perugi, G., Logi, C., Romano, A., Dotto, P. D., Ceravolo, R., Rossi, G., Pepe, P., Dell’Osso, L., & Bonuccelli, U. (2012) · Movement Disorders · doi:10.1002/mds.25129 · Cited by 57 · see citing works
Ohashi, K., Anderson, C. M., Bolger, E. A., Khan, A., McGreenery, C. E., & Teicher, M. H. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.02.037 · Cited by 56 · see citing works
Development,Reliability and Validity of the Chinese version of Buss & Perry Aggression Questionnaire
Michael, P., & Collaborating, W. (2011) · Zhongguo shenjing jingshen jibing zazhi · Cited by 50 · see citing works
Elevated romantic love and jealousy if relationship status is declared on Facebook
Orosz, G., Szekeres, A., Kiss, Z. G., Farkaš, P., & Roland-Lévy, C. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00214 · Cited by 46 · see citing works
Harris, C. R. (2003) · American Scientist · doi:10.1511/2004.1.62 · Cited by 46 · see citing works
Xiang, Y., Kong, F., Wen, X., Wu, Q., & Mo, L. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.08.003 · Cited by 44 · see citing works
Associating resting-state connectivity with trait impulsivity
Angelides, N. H., Gupta, J., & Vickery, T. J. (2017) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsx031 · Cited by 44 · see citing works
Li, J., Xu, L., Zheng, X., Fu, M., Zhou, F., Xu, X., Ma, X., Li, K., Kendrick, K. M., & Becker, B. (2018) · Psychotherapy and Psychosomatics · doi:10.1159/000495122 · Cited by 42 · see citing works
Self-citationAffective responses across psychiatric disorders—A dimensional approach
Hägele, C., Friedel, E., Schlagenhauf, F., Sterzer, P., Beck, A., Bermpohl, F., Stoy, M., Held-Poschardt, D., Wittmann, A., Ströhle, A., et al. (2016) · Neuroscience Letters · doi:10.1016/j.neulet.2016.04.037 · Cited by 41 · see citing works
Lupo, M., Troisi, E., Chiricozzi, F. R., Clausi, S., Molinari, M., & Leggio, M. G. (2015) · The Cerebellum · doi:10.1007/s12311-015-0662-z · Cited by 35 · see citing works
Chau, S. A., Herrmann, N., Sherman, C., Chung, J., Eizenman, M., Kiss, A., & Lanctôt, K. L. (2016) · Journal of Alzheimer s Disease · doi:10.3233/jad-160641 · Cited by 34 · see citing works
Prefrontal cortex, dopamine, and jealousy endophenotype
Marazziti, D., Poletti, M., Dell’Osso, L., Baroni, S., & Bonuccelli, U. (2012) · CNS Spectrums · doi:10.1017/s1092852912000740 · Cited by 32 · see citing works
Neuroimaging Correlates of Chronic Delusional Jealousy after Right Cerebral Infarction
Luauté, J.-P., Saladini, O., & Luauté, J.-P. (2008) · Journal of Neuropsychiatry · doi:10.1176/jnp.2008.20.2.245 · Cited by 27 · see citing works
Harris, C. R. (2004) · American Scientist · doi:10.1511/2004.45.919 · Cited by 25 · see citing works
Luo, L., Becker, B., Zheng, X., Zhao, Z., Xu, X., Zhou, F., Wang, J., Kou, J., Dai, J., & Kendrick, K. M. (2017) · Human Brain Mapping · doi:10.1002/hbm.23880 · Cited by 24 · see citing works
Self-citationOthello Syndrome Secondary to Right Orbitofrontal Lobe Excision
Narumoto, J., Nakamura, K., Kitabayashi, Y., et al. (2006) · Journal of Neuropsychiatry · doi:10.1176/jnp.2006.18.4.560a · Cited by 23 · see citing works
(2002) · NeuroImage · doi:10.1016/s1053-8119(02)90010-8 · Cited by 21 · see citing works
Neural substrates and behavioral profiles of romantic jealousy and its temporal dynamics
Sun, Y., Yu, H., Chen, J., Liang, J., Lü, L., Zhou, X., & Shi, J. (2016) · Scientific Reports · doi:10.1038/srep27469 · Cited by 20 · see citing works
Othello syndrome—at the interface of neurology and psychiatry
Camicioli, R. M. (2011) · Nature Reviews Neurology · doi:10.1038/nrneurol.2011.123 · Cited by 12 · see citing works
Neuroimaging Correlates of Chronic Delusional Jealousy after Right Cerebral Infarction
Luauté, J.-P., Saladini, O., & Luauté, J.-P. (2008) · Journal of Neuropsychiatry · doi:10.1176/appi.neuropsych.20.2.245 · Cited by 8 · see citing works
[Cerebellar infarction presenting erotic delusion and delusion of jealousy in the acute phase].
Mitsuhata, Y., & Tsukagoshi, H. (1992) · PubMed · Cited by 4 · see citing works
Harris, C. R. (2004) · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
The Neurobiology of Love and Pair Bonding from Human and Animal Perspectives
Blumenthal, S. A., & Young, L. J. (2023) · Biology · doi:10.3390/biology12060844 · Cited by 59 · see citing works
- Authors
- Zheng, X., Luo, L., Li, J., Xu, L., Zhou, F., Gao, Z., Becker, B., & Kendrick, K. M.
- Affiliations
- University of Electronic Science and Technology of China (CN)
- Corresponding author
- Becker, Benjamin
- Kendrick, Keith M.
- Venue
- Brain Structure and Function
- Published
- 2019-09-27
- Volume
- 224
- Issue
- 9
- Pages
- 3201-3212
- ISSN
- 1863-2653 (ISSN-L)
- 1863-2661
- OpenAlex
- W2975729473
- Cited by
- 10
- References
- 86
- Citations by year
- 2025: 1 · 2024: 3 · 2023: 2 · 2022: 1 · 2021: 3
- FWCI
- 1.26
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Brain Structure and Function (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Natural Science Foundation of China (31530032, 91632117)
- Topics
- Social Sciences › Psychology › Social Psychology › Emotions and Moral Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- jealousy, pathological jealousy, angry faces, facial emotion recognition, frontostriatal circuits, dorsal striatum, inferior frontal gyrus, functional connectivity, insula, thalamus, limbic system, social danger, resting-state functional connectivity
- MeSH terms
- Facial Recognition, Adolescent, Adult, Anger, Brain, Brain Mapping, Cerebral Cortex, Corpus Striatum, Female, Frontal Lobe, Humans, Jealousy, Limbic System, Magnetic Resonance Imaging, Male, Recognition, Psychology, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review