Ventromedial prefrontal volume predicts understanding of others and social network size
Open accessAbstract
Cognitive abilities such as Theory of Mind (ToM), and more generally mentalizing competences, are central to human sociality. Neuroimaging has associated these abilities with specific brain regions including temporo-parietal junction, superior temporal sulcus, frontal pole, and ventromedial prefrontal cortex. Previous studies have shown both that mentalizing competence, indexed as the ability to correctly understand others' belief states, is associated with social network size and that social group size is correlated with frontal lobe volume across primate species (the social brain hypothesis). Given this, we predicted that both mentalizing competences and the number of social relationships a person can maintain simultaneously will be a function of gray matter volume in these regions associated with conventional Theory of Mind. We used voxel-based morphometry of Magnetic Resonance Images (MRIs) to test this hypothesis in humans. Specifically, we regressed individuals' mentalizing competences and social network sizes against gray matter volume. This revealed that gray matter volume in bilateral posterior frontal pole and left temporoparietal junction and superior temporal sucus varies parametrically with mentalizing competence. Furthermore, gray matter volume in the medial orbitofrontal cortex and the ventral portion of medial frontal gyrus, varied parametrically with both mentalizing competence and social network size, demonstrating a shared neural basis for these very different facets of sociality. These findings provide the first fine-grained anatomical support for the social brain hypothesis. As such, they have important implications for our understanding of the constraints limiting social cognition and social network size in humans, as well as for our understanding of how such abilities evolved across primates.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
In cross-sectional studies, social isolation or perceived isolation is associated with brain structure abnormalities, including lower total brain volumes, gray matter volumes, and greater white matter lesion volumes.
“In cross-sectional studies, social isolation or perceived isolation is associated with brain structure abnormalities (volumes and thickness), including lower total brain volumes, gray matter volumes, and greater white matter lesion volumes (Lewis et al., 2011; Salinas et al., 2022; Shen et al., 2022; van der Velpen et al., 2022; Kanai et al., 2012).”
From Internet-Based Conversational Engagement Randomized Controlled Clinical Trial (I-CONECT) Among Socially Isolated Adults 75+ Years Old With Normal Cognition or Mild Cognitive Impairment: Topline Results (2024) · cites this paper as Lewis et al., 2011
The Results (page not supplied) report that people with larger social networks had greater gray matter volume in specific ventromedial prefrontal regions, supporting a narrower association between social ties and brain structure. The paper does not establish the cited sentence’s claims about perceived isolation, lower total brain volume, cortical thickness, or greater white matter lesion volume. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A Voxel-Based Morphometric Study of Ageing in 465 Normal Adult Human Brains
Good, C. D., Johnsrude, I. S., Ashburner, J., Henson, R. N. A., Friston, K. J., & Frackowiak, R. S. J. (2001) · NeuroImage · doi:10.1006/nimg.2001.0786 · Cited by 4,561 · see citing works
Pretense and representation: The origins of "theory of mind."
Leslie, A. M. (1987) · Psychological Review · doi:10.1037/0033-295x.94.4.412 · Cited by 3,379 · see citing works
Buckner, R. L., & Carroll, D. C. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.11.004 · Cited by 2,691 · see citing works
People thinking about thinking peopleThe role of the temporo-parietal junction in “theory of mind”
Saxe, R., & Kanwisher, N. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00230-1 · Cited by 2,316 · cited 3× · see citing works
“…(Saxe et al., 2004), it is nevertheless active during identification of goals and intentions in a wide range of tasks including cartoons (Gallagher et al., 2000), videos (German et al., 2004) and text-based stories (Perner et al., 2006; Saxe, 2006; Saxe and Kanwisher, 2003; Saxe and Powell, 2006).”
BackgroundFunctional imaging of ‘theory of mind’
Gallagher, H. L., & Frith, C. D. (2003) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(02)00025-6 · Cited by 2,092 · see citing works
The Neural Basis of Mentalizing
Frith, C. D., & Frith, U. (2006) · Neuron · doi:10.1016/j.neuron.2006.05.001 · Cited by 1,855 · see citing works
Social cognition and the brain: A meta-analysis
Van Overwalle, F. (2009) · Human Brain Mapping · doi:10.1002/hbm.20547 · Cited by 1,792 · cited 3× · see citing works
“…Mind regions in which we observed enhanced gray matter volume in people who exhibited a higher fail point on our intentionality task (the IMT), the left TPJ is the most strongly linked to ToM, see Van Overwalle (2009) for a recent meta-analysis of over 200 neuroimaging studies of social cognition.”
BackgroundMethodSpreng, R. N., & Grady, C. L. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21282 · Cited by 985 · see citing works
Exploring variation in active network size: Constraints and ego characteristics
Roberts, S. G. B., Dunbar, R. I. M., Pollet, T. V., & Kuppens, T. (2009) · Social Networks · doi:10.1016/j.socnet.2008.12.002 · Cited by 428 · see citing works
Self-citationThe Biological Basis of Social Interaction
Frith, U., & Frith, C. (2001) · Current Directions in Psychological Science · doi:10.1111/1467-8721.00137 · Cited by 376 · see citing works
Brain activation associated with evaluative processes of guilt and embarrassment: an fMRI study
Takahashi, H., Yahata, N., Koeda, M., Matsuda, T., Asai, K., & Okubo, Y. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.07.054 · Cited by 354 · see citing works
Investigating the functional anatomy of empathy and forgiveness
Farrow, T. F. D., Zheng, Y., Wilkinson, I. D., Spence, S. A., Deakin, J. F. W., Tarrier, N., Griffiths, P. D., & Woodruff, P. W. R. (2001) · Neuroreport · doi:10.1097/00001756-200108080-00029 · Cited by 330 · see citing works
Brieber, S., Neufang, S., Bruning, N., Kamp‐Becker, I., Remschmidt, H., Herpertz‐Dahlmann, B., Fink, G. R., & Konrad, K. (2007) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2007.01799.x · Cited by 253 · see citing works
EVIDENCE FOR COEVOLUTION OF SOCIALITY AND RELATIVE BRAIN SIZE IN THREE ORDERS OF MAMMALS
Pérez-Barbería, F. J., Shultz, S., & Dunbar, R. I. M. (2007) · Evolution · doi:10.1111/j.1558-5646.2007.00229.x · Cited by 241 · cited 1× · see citing works
“…between social group size and neocortex volume in primates, otherwise known as the social brain hypothesis (Dunbar, 1998; Dunbar and Shultz, 2007; Pérez-Barbería et al., 2007; Shultz and Dunbar, 2007, 2010), implies that the social cognitive skills underpinning this relationship must have some…”
BackgroundSelf-citation
Flagged first, then by citations
Research works printed but not linked: 47
- Astington JW The Child’s Discovery of the Mind Cambridge University Press Cambridge (MA) 1993
- Burgess PW Quayle A Frith CD Brain regions involved in prospective memory as determined by positron emission tomography Neuropsychologia 2001 39 545 555 11257280
- Castelli I Baglio F Blasi V Alberoni M Falini A Liverta-Sempio O Nemni R Marchetti A Effects of aging on mindreading ability through the eyes: an fMRI study Neuropsychologia 2010 48 2586 2594 20457166
- Coltheart M From Neuropsychology to Mental Structure Tim Shallice Cambridge University Press New York 1989 xvi 462 1988 illus. $59.50; paper, $24.95. Science 246, 827-828 17748711
- Decety J Lamm C The role of the right temporoparietal junction in social interaction: how low-level computational processes contribute to meta-cognition Neuroscientist 2007 13 580 593 17911216
- den Ouden HE Frith U Frith C Blakemore SJ Thinking about intentions Neuroimage 2005 28 787 796 15964210
- Dunbar RIM Why are apes so smart Kappeler P Pereira M Primate Life Histories and Socioecology Chicago University Press Chicago 2003 285 298
- Dunbar RIM Darwin and the ghost of Phineas Gage: neuro-evolution and the social brain Cortex 2009 45 1119 1125 19559409
- Dunbar RIM Evolutionary basis of the social brain Decety J Cacioppo J Oxford Handbook of Social Neuroscience Oxford University Press Oxford 2011
- Dunbar RIM Shultz S Understanding primate brain evolution Phil Trans R Soc Lond 2007 362B 649 658 PMC2346523 17301028
- Dunbar RIM Spoors M Social networks, support cliques and kinship Human Nature 1995 6 273 290 24203093
- Frith U Frith CD Development and neurophysiology of mentalizing Phil Trans R Soc Lond B 2003 358 459 473 12689373 PMC1693139
- Gallagher HL Happe F Brunswick N Fletcher PC Frith U Frith CD Reading the mind in cartoons and stories: an fMRI study of ‘theory of mind’ in verbal and nonverbal tasks Neuropsychologia 2000 38 11 21 10617288
- German TP Niehaus JL Roarty MP Giesbrecht B Miller MB Neural correlates of detecting pretense: automatic engagement of the intentional stance under covert conditions J Cogn Neurosci 2004 16 1805 1817 15701230
- Girgis RR Minshew NJ Melhem NM Nutche JJ Keshavan MS Hardan AY Volumetric alterations of the orbitofrontal cortex in autism Prog Neuropsychopharmacol Biol Psychiatry 2007 31 41 45 16863674 PMC2888006
- Good CD Scahill RI Fox NC Ashburner J Friston KJ Chan D Crum WR Rossor MN Frackowiak RS Automatic differentiation of anatomical patterns in the human brain: validation with studies of degenerative dementias Neuroimage 2002 17 29 46 12482066
- Hardan AY Muddasani S Vemulapalli M Keshavan MS Minshew NJ An MRI study of increased cortical thickness in autism Am J Psychiatry 2006 163 1290 1292 16816240 PMC1509104
- Healy SD Rowe C A critique of comparative studies of brain size Proceedings of the Royal Society of London 2007 274B 453 464 PMC1766390 17476764
- Henson RN Rugg MD Shallice T Dolan RJ Confidence in recognition memory for words: dissociating right prefrontal roles in episodic retrieval J Cogn Neurosci 2000 12 913 923 11177413
- Herold R Feldmann A Simon M Tenyi T Kover F Nagy F Varga E Fekete S Regional gray matter reduction and theory of mind deficit in the early phase of schizophrenia: a voxel-based morphometric study Acta Psychiatr Scand 2009 119 199 208 19016669
- Hill RA Dunbar RIM Social network size in humans Human Nature 2003 14 640 53 72 26189988
- Ke X Hong S Tang T Zou B Li H Hang Y Zhou Z Ruan Z Lu Z Tao G Liu Y Voxel-based morphometry study on brain structure in children with high-functioning autism Neuroreport 2008 19 921 925 18520994
- Lazar NA Luna B Sweeney JA Eddy WF Combining brains: a survey of methods for statistical pooling of information Neuroimage 2002 16 538 550 12030836
- Leslie AM Pretending and believing: issues in the theory of ToM Cognition 1994 50 211 238 8039362
- Lieberman MD Cunningham WA Type I and Type II error concerns in fMRI research: rebalancing the scale Soc Cogn Affect Neurosci 2009 4 423 428 20035017 PMC2799956
- Moll J de Oliveira-Souza R Bramati IE Grafman J Functional networks in emotional moral and nonmoral social judgments Neuroimage 2002 16 696 703 12169253
- Patterson K Nestor PJ Rogers TT Where do you know what you know? The representation of semantic knowledge in the human brain Nat Rev Neurosci 2007 8 976 987 18026167
- Perner J Aichhorn M Kronbichler M Staffen W Ladurner G Thinking of mental and other representations: the roles of left and right temporo-parietal junction Soc Neurosci 2006 1 245 258 18633791
- Powell JL Lewis PA Dunbar RI Garcia-Finana M Roberts N Orbital prefrontal cortex volume correlates with social cognitive competence Neuropsychologia 2010 48 3554 3562 20713074
- Rempel-Clower NL Role of orbitofrontal cortex connections in emotion Ann N Y Acad Sci 2007 1121 72 86 17846152
- Rolls ET Functions of the orbitofrontal and pregenual cingulate cortex in taste, olfaction, appetite and emotion Acta Physiol Hung 2008 95 131 164 18642756
- Rudebeck PH Bannerman DM Rushworth MF The contribution of distinct subregions of the ventromedial frontal cortex to emotion, social behavior, and decision making Cogn Affect Behav Neurosci 2008 8 485 497 19033243
- Saxe R Why and how to study Theory of Mind with fMRI Brain Res 2006 1079 57 65 16480695
- Saxe R Carey S Kanwisher N Understanding other minds: linking developmental psychology and functional neuroimaging Ann Rev Psychol 2004 55 87 124 14744211
- Saxe R Kanwisher N People thinking about thinking people. The role of the temporoparietal junction in “theory of mind” Neuroimage 2003 19 1835 1842 12948738
- Saxe R Powell LJ It’s the thought that counts: specific brain regions for one component of theory of mind Psychol Sci 2006 17 692 699 16913952
- Shamay-Tsoory SG Aharon-Peretz J Perry D Two systems for empathy: a double dissociation between emotional and cognitive empathy in inferior frontal gyrus versus ventromedial prefrontal lesions Brain 2009 132 617 627 18971202
- Shultz S Dunbar RIM The evolution of the social brain: Anthropoid primates contrast with other vertebrates Proc R Society Lond B 2007 274B 2429 2436 PMC2274976 17652066
- Shultz S Dunbar RIM Encephalisation is not a universal macroevolutionary phenomenon in mammals but is associated with sociality Proc Nat Acad Sci USA in press PMC3003036 21098277
- Sommer M Dohnel K Sodian B Meinhardt J Thoermer C Hajak G Neural correlates of true and false belief reasoning Neuroimage 2007 35 1378 1384 17376703
- Spreng RN Mar RA Kim AS The common neural basis of autobiographical memory, prospection, navigation, theory of mind, and the default mode: a quantitative metaanalysis J Cogn Neurosci 2009 21 489 510 18510452
- Stuss DT Gallup GG Jr Alexander MP The frontal lobes are necessary for ‘theory of mind’ Brain 2001 124 279 286 11157555
- Szily E Keri S Emotion-related brain regions Ideggyogy Sz 2008 61 77 86 18459448
- Vollm BA Taylor AN Richardson P Corcoran R Stirling J McKie S Deakin JF Elliott R Neuronal correlates of theory of mind and empathy: a functional magnetic resonance imaging study in a nonverbal task Neuroimage 2006 29 90 98 16122944
- Walter H Adenzato M Ciaramidaro A Enrici I Pia L Bara BG Understanding intentions in social interaction: the role of the anterior paracingulate cortex J Cogn Neurosci 2004 16 1854 1863 15701234
- Wimmer H Perner J Beliefs about beliefs: representation and constraining function of wrong beliefs in young children’s understanding of deception Cognition 1983 13 103 128 6681741
- Zhou W-X Sornette D Hill RA Dunbar RIM Discrete hierarchical organization of social group sizes Proc R Soc Lond 2005 272B 439 444 PMC1634986 15734699
Cited by
Sorted by citations
The root of all value: a neural common currency for choice
Levy, D. J., & Glimcher, P. W. (2012) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2012.06.001 · Cited by 1,342 · see citing works
On the relationship between the “default mode network” and the “social brain
Mars, R. B., Neubert, F.-X., Noonan, M. P., Sallet, J., Toni, I., & Rushworth, M. F. S. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00189 · Cited by 766 · see citing works
Do online social media cut through the constraints that limit the size of offline social networks?
Dunbar, R. I. M. (2016) · Royal Society Open Science · doi:10.1098/rsos.150292 · Cited by 404 · see citing works
Self-citationAcute social isolation evokes midbrain craving responses similar to hunger
Tomova, L., Wang, K. L., Thompson, T., Matthews, G. A., Takahashi, A., Tye, K. M., & Saxe, R. (2020) · Nature Neuroscience · doi:10.1038/s41593-020-00742-z · Cited by 283 · see citing works
Intrinsic Amygdala–Cortical Functional Connectivity Predicts Social Network Size in Humans
Bickart, K. C., Hollenbeck, M. C., Barrett, L. F., & Dickerson, B. C. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.1599-12.2012 · Cited by 272 · see citing works
Segregation of the human medial prefrontal cortex in social cognition
Bzdok, D., Langner, R., Schilbach, L., Engemann, D. A., Laird, A. R., Fox, P. T., & Eickhoff, S. B. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00232 · Cited by 229 · see citing works
Brain Structure Links Loneliness to Social Perception
Kanai, R., Bahrami, B., Duchaine, B., Janik, A., Banissy, M. J., & Rees, G. (2012) · Current Biology · doi:10.1016/j.cub.2012.08.045 · Cited by 181 · see citing works
Neuroethology of primate social behavior
Chang, S. W. C., Brent, L. J. N., Adams, G. K., Klein, J. T., Pearson, J. M., Watson, K. K., & Platt, M. L. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1301213110 · Cited by 157 · see citing works
Social cognition on the Internet: testing constraints on social network size
Dunbar, R. I. M. (2012) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2012.0121 · Cited by 148 · see citing works
Self-citationThe neuroethology of friendship
Brent, L. J. N., Chang, S. W. C., Gariépy, J., & Platt, M. L. (2014) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.12315 · Cited by 138 · see citing works
Advances in understanding neural mechanisms of social dominance
Zhou, T., Sandi, C., & Hu, H. (2018) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2018.01.006 · Cited by 133 · see citing works
The role of the microbiome in the neurobiology of social behaviour
Sarkar, A., Harty, S., Johnson, K. V. ‐., Moeller, A. H., Carmody, R. N., Lehto, S. M., Erdman, S. E., Dunbar, R. I. M., & Burnet, P. W. J. (2020) · Biological Reviews · doi:10.1111/brv.12603 · Cited by 135 · see citing works
Self-citationNoninvasive stimulation of the temporoparietal junction: a systematic review
Donaldson, P. H., Rinehart, N. J., & Enticott, P. G. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.05.017 · Cited by 128 · see citing works
Adult attachment style is associated with cerebral μ‐opioid receptor availability in humans
Nummenmaa, L., Manninen, S., Tuominen, L., Hirvonen, J., Kalliokoski, K. K., Nuutila, P., Jääskeläinen, I. P., Hari, R., Dunbar, R. I. M., & Sams, M. (2015) · Human Brain Mapping · doi:10.1002/hbm.22866 · Cited by 133 · see citing works
Self-citationThe structural and functional brain networks that support human social networks
Noonan, M. P., Mars, R. B., Sallet, J., Dunbar, R. I. M., & Fellows, L. K. (2018) · Behavioural Brain Research · doi:10.1016/j.bbr.2018.02.019 · Cited by 131 · see citing works
Self-citationHernández, S. E., Suero, J., Barros, A., González-Mora, J. L., & Rubia, K. (2016) · PLOS ONE · doi:10.1371/journal.pone.0150757 · Cited by 120 · see citing works
Processing of body odor signals by the human brain
Pause, B. M. (2012) · Chemosensory Perception · doi:10.1007/s12078-011-9108-2 · Cited by 107 · see citing works
Social isolation and the brain in the pandemic era
Bzdok, D., & Dunbar, R. I. M. (2022) · Nature Human Behaviour · doi:10.1038/s41562-022-01453-0 · Cited by 100 · see citing works
Self-citationThe social brain meets neuroimaging
Dunbar, R. I. M. (2012) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.11.013 · Cited by 86 · see citing works
Self-citationHarciarek, M., & Cosentino, S. (2013) · International Review of Psychiatry · doi:10.3109/09540261.2013.763340 · Cited by 77 · see citing works
What makes the dorsomedial frontal cortex active during reading the mental states of others?
Isoda, M., & Noritake, A. (2013) · Frontiers in Neuroscience · doi:10.3389/fnins.2013.00232 · Cited by 64 · see citing works
Burnett Heyes, S., Jih, Y.-R., Block, P., Hiu, C.-F., Holmes, E. A., & Lau, J. Y. F. (2015) · Child Development · doi:10.1111/cdev.12396 · Cited by 62 · see citing works
Dodge, H. H., Yu, K., Wu, C.-Y., Pruitt, P. J., Asgari, M., Kaye, J. A., Hampstead, B. M., Struble, L., Potempa, K., Lichtenberg, P., et al. (2024) · The Gerontologist · doi:10.1093/geront/gnad147 · Cited by 56 · see citing works
Baboons (Papio anubis) living in larger social groups have bigger brains.
Meguerditchian, A., Marie, D., Margiotoudi, K., Roth, M., Nazarian, B., Anton, J.-L., & Claidière, N. (2021) · Evolution and Human Behavior · doi:10.1016/j.evolhumbehav.2020.06.010 · Cited by 41 · see citing works
- Authors
- Lewis, P. A., Rezaie, R., Brown, R., Roberts, N., & Dunbar, R. I. M.
- Affiliations
- University of Manchester (GB)
- The University of Texas Health Science Center at Houston (US)
- University of Liverpool (GB)
- University of Edinburgh (GB)
- British Academy (GB)
- Corresponding author
- Lewis, Penelope A.
- Venue
- NeuroImage
- Publisher
- Elsevier BV
- Published
- 2011-08
- Volume
- 57
- Issue
- 4
- Pages
- 1624-1629
- ISSN
- 1053-8119 (ISSN-L)
- PMC
- PMC7614375
- OpenAlex
- W2045065057
- Cited by
- 321
- References
- 14
- Citations by year
- 2026: 8 · 2025: 14 · 2024: 16 · 2023: 29 · 2022: 20 · 2021: 28 · 2020: 26 · 2019: 10 · 2018: 28 · 2017: 24 · 2016: 24 · 2015: 30 · 2014: 21 · 2013: 17 · 2012: 21
- FWCI
- 38.55
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- NeuroImage (publishedVersion)
- PubMed (publishedVersion)
- Research Explorer (The University of Manchester) (publishedVersion)
- PubMed Central (acceptedVersion)
- ORCA Online Research @Cardiff (Cardiff University) (submittedVersion)
- Funders
- University of Liverpool
- University of Manchester
- University of Oxford
- British Academy Centenary Research Project
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Child and Animal Learning Development
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- theory of mind, mentalization, social network size, social brain hypothesis, ventromedial prefrontal cortex, gray matter volume, frontal pole, temporoparietal junction, superior temporal sulcus, medial orbitofrontal cortex, social cognition
- MeSH terms
- Adolescent, Adult, Brain Mapping, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Social Behavior, Social Support, Prefrontal Cortex, Comprehension, Young Adult, Theory of Mind
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