Facing puberty: associations between pubertal development and neural responses to affective facial displays
Open accessAbstract
Adolescence is marked by profound psychosocial and physiological changes. Although investigations into the interactions between these forces have begun to shed light on the neural correlates of affective processing during the transition to adolescence, relatively little is known about the relationship between pubertal development and emotion perception at the neural level. In the current longitudinal study, 45 neurotypical participants were shown affective facial displays while undergoing fMRI, at ages 10 and 13. Neural responses to emotional expressions at both time points were then correlated with a self-report measure of pubertal development, revealing positive associations with activity in amygdala, thalamus and visual cortical areas at age 10 that increased in magnitude and extent by age 13. At the latter time point, pubertal development was additionally correlated with enhanced responses to faces in temporal pole, ventrolateral prefrontal cortex (PFC) and dorsomedial PFC. Longitudinal comparisons revealed that the relationships between pubertal development and activity in the amygdala, hippocampus and temporal pole were significantly stronger during early adolescence than late childhood. These results suggest that pubertal development per se is linked to neural processing of socioemotional stimuli, particularly with respect to the integration of complex perceptual input and higher order cortical processing of affective content.
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?
Pubertal status during early adolescence was related to increased neural recruitment of the amygdala, hippocampus, and ATC when participants looked at affective facial stimuli.
“In addition, pubertal status during early adolescence was related to increased neural recruitment of the amygdala, hippocampus, and ATC when participants looked at affective facial stimuli (i.e., happy, sad, angry faces) (Moore et al. 2012).”
From Is Adolescence a Sensitive Period for Sociocultural Processing? (2014) · cites this paper as Moore et al. 2012
Truly longitudinal studies following brain and behavior or clinical symptoms within the same adolescents over time are especially scarce.
“a particular paucity of truly longitudinal studies that have tracked changes in brain and behavior or clinical symptomatology over time within individuals across adolescence (with notable recent exceptions) [31,59,60,83-85].”
From Arrested development? Reconsidering dual-systems models of brain function in adolescence and disorders (2012) · cites this paper as [84]
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
AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages
Cox, R. W. (1996) · Computers and Biomedical Research · doi:10.1006/cbmr.1996.0014 · Cited by 10,913 · see citing works
Measuring individual differences in empathy: Evidence for a multidimensional approach.
Davis, M. H. (1983) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.44.1.113 · Cited by 10,272 · see citing works
Philosophical transactions of the Royal Society of London. B
Press, H. (1886) · Cited by 10,087 · see citing works
Dynamic mapping of human cortical development during childhood through early adulthood
Gogtay, N., Giedd, J. N., Lusk, L., Hayashi, K. M., Greenstein, D., Vaituzis, A. C., Nugent, T. F., Herman, D. H., Clasen, L. S., Toga, A. W., et al. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0402680101 · Cited by 5,604 · cited 1× · see citing works
“Along with PFC, GM reduction begins latest in the temporal poles, which are not fully mature until well into adulthood (Gogtay et al., 2004).”
BackgroundThresholding of statistical maps in functional neuroimaging using the false discovery rate
Genovese, C. R., Lazar, N. A., & Nichols, T. (2002) · NeuroImage · doi:10.1006/nimg.2001.1037 · Cited by 4,923 · see citing works
A social neuroscience perspective on adolescent risk-taking
Steinberg, L. (2008) · Developmental Review · doi:10.1016/j.dr.2007.08.002 · Cited by 3,644 · see citing works
The NimStim set of facial expressions: Judgments from untrained research participants.
Tottenham, N., Tanaka, J. W., Leon, A. C., McCarry, T., Nurse, M., Hare, T. A., Marcus, D. J., Westerlund, A., Casey, B., & Nelson, C. (2009) · Psychiatry Research · doi:10.1016/j.psychres.2008.05.006 · Cited by 3,454 · see citing works
A self‐report measure of pubertal status: Reliability, validity and initial norms
Petersen, A. C., Crockett, L., Richards, M., & Boxer, A. (1988) · Journal of Youth and Adolescence · doi:10.1007/bf01537962 · Cited by 3,129 · see citing works
A framework for studying the neurobiology of value-based decision making
Rangel, A., Camerer, C., & Montague, P. R. (2008) · Nature Reviews Neuroscience · doi:10.1038/nrn2357 · Cited by 2,184 · see citing works
Neurobiology of emotion perception I: the neural basis of normal emotion perception
Phillips, M. L., Drevets, W. C., Rauch, S. L., & Lane, R. (2003) · Biological Psychiatry · doi:10.1016/s0006-3223(03)00168-9 · Cited by 2,173 · see citing works
The free-energy principle: a rough guide to the brain?
Friston, K. (2009) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.04.005 · Cited by 1,831 · see citing works
Prefrontal-Subcortical Pathways Mediating Successful Emotion Regulation
Wager, T. D., Davidson, M. L., Hughes, B. L., Lindquist, M. A., & Ochsner, K. N. (2008) · Neuron · doi:10.1016/j.neuron.2008.09.006 · Cited by 1,761 · see citing works
Age differences in resistance to peer influence.
Steinberg, L. D., & Monahan, K. C. (2007) · Developmental Psychology · doi:10.1037/0012-1649.43.6.1531 · Cited by 1,625 · see citing works
Recognizing emotion from facial expressions: psychological and neurological mechanisms
Adolphs, R. (2002) · Behavioral and Cognitive Neuroscience Reviews · doi:10.1177/1534582302001001003 · Cited by 1,432 · see citing works
The Enigmatic temporal pole: a review of findings on social and emotional processing
Olson, I. R., Plotzker, A., & Ezzyat, Y. (2007) · Brain · doi:10.1093/brain/awm052 · Cited by 1,370 · see citing works
Human neural systems for face recognition and social communication
Haxby, J. V., Hoffman, E. A., & Gobbini, M. I. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(01)01330-0 · Cited by 1,287 · see citing works
Galvan, A., Hare, T. A., Parra, C. E., Penn, J., Voss, H., Glover, G., & Casey, B. J. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.1062-06.2006 · Cited by 1,282 · see citing works
Kober, H., Barrett, L. F., Joseph, J., Bliss-Moreau, E., Lindquist, K., & Wager, T. D. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.03.059 · Cited by 1,144 · see citing works
The neural basis of puberty and adolescence
Sisk, C. L., & Foster, D. L. (2004) · Nature Neuroscience · doi:10.1038/nn1326 · Cited by 1,085 · cited 1× · see citing works
“Much of what is known about physiological changes in the brain during the transition from childhood to adulthood comes from research in animal populations, because adolescent behavior and neural function can be conserved across mammalian species (e.g. with respect to risk-taking; Sisk and Foster, 2004; Spear, 2004).”
BackgroundSomerville, L. H., Jones, R. M., & Casey, B. J. (2010) · Brain and Cognition · doi:10.1016/j.bandc.2009.07.003 · Cited by 1,025 · see citing works
Normal Sexual Dimorphism of the Adult Human Brain Assessed by In Vivo Magnetic Resonance Imaging
Goldstein, J. M. (2001) · Cerebral Cortex · doi:10.1093/cercor/11.6.490 · Cited by 1,021 · see citing works
Daily Companionship in Late Childhood and Early Adolescence: Changing Developmental Contexts
Larson, R. W., & Richards, M. H. (1991) · Child Development · doi:10.1111/j.1467-8624.1991.tb01531.x · Cited by 992 · see citing works
Daily Companionship in Late Childhood and Early Adolescence: Changing Developmental Contexts
Larson, R., & Richards, M. H. (1991) · Child Development · doi:10.2307/1131003 · Cited by 992 · see citing works
Hare, T. A., Tottenham, N., Galvan, A., Voss, H. U., Glover, G. H., & Casey, B. J. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.03.015 · Cited by 928 · see citing works
Adolescents' Relationships with Peers
Brown, B. B. (2004) · doi:10.1002/9780471726746.ch12 · Cited by 913 · see citing works
Structural MRI of pediatric brain development: what have we learned and where are we going?
Giedd, J. N., & Rapoport, J. L. (2010) · Neuron · doi:10.1016/j.neuron.2010.08.040 · Cited by 836 · see citing works
Sowell, E. R., Trauner, D. A., Gamst, A., & Jernigan, T. L. (2002) · Developmental Medicine and Child Neurology · doi:10.1017/s0012162201001591 · Cited by 701 · see citing works
Braking and accelerating of the adolescent brain
Casey, B. J., Jones, R. M., & Somerville, L. H. (2011) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2010.00712.x · Cited by 621 · see citing works
Pubertal Development: Correspondence Between Hormonal and Physical Development
Shirtcliff, E. A., Dahl, R. E., & Pollak, S. D. (2009) · Child Development · doi:10.1111/j.1467-8624.2009.01263.x · Cited by 614 · see citing works
Back to the future: The organizational-activational hypothesis adapted to puberty and adolescence
Schulz, K. M., Molenda-Figueira, H. A., & Sisk, C. L. (2009) · Hormones and Behavior · doi:10.1016/j.yhbeh.2009.03.010 · Cited by 587 · see citing works
Sex differences in the adolescent brain
Lenroot, R., & Giedd, J. N. (2009) · Brain and Cognition · doi:10.1016/j.bandc.2009.10.008 · Cited by 563 · see citing works
Contrasting roles for cingulate and orbitofrontal cortex in decisions and social behaviour
Rushworth, M. F. S., Behrens, T. E. J., Rudebeck, P. H., & Walton, M. E. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.01.004 · Cited by 507 · see citing works
Fear, faces, and the human amygdala
Adolphs, R. (2008) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2008.06.006 · Cited by 502 · see citing works
Pubertal development and behavior: hormonal activation of social and motivational tendencies
Forbes, E. E., & Dahl, R. E. (2010) · Brain and Cognition · doi:10.1016/j.bandc.2009.10.007 · Cited by 494 · see citing works
Østby, Y., Tamnes, C. K., Fjell, A. M., Westlye, L. T., Due-Tønnessen, P., & Walhovd, K. B. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.1242-09.2009 · Cited by 480 · see citing works
The neural substrates of reward processing in humans: the modern role of FMRI
McClure, S. M., York, M. K., & Montague, P. R. (2004) · The Neuroscientist · doi:10.1177/1073858404263526 · Cited by 480 · see citing works
Changes in cerebral functional organization during cognitive development
Casey, B. J., Galván, A., & Hare, T. A. (2005) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2005.03.012 · Cited by 465 · see citing works
Optimization of experimental design in fMRI: a general framework using a genetic algorithm
Wager, T. D., & Nichols, T. E. (2003) · NeuroImage · doi:10.1016/s1053-8119(02)00046-0 · Cited by 458 · see citing works
What Motivates the Adolescent? Brain Regions Mediating Reward Sensitivity across Adolescence
Van Leijenhorst, L., Zanolie, K., Van Meel, C. S., Westenberg, P. M., Rombouts, S. A. R. B., & Crone, E. A. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhp078 · Cited by 449 · see citing works
Dahl, R. E., & Gunnar, M. R. (2009) · Development and Psychopathology · doi:10.1017/s0954579409000017 · Cited by 409 · see citing works
The Computation of Social Behavior
Behrens, T. E. J., Hunt, L. T., & Rushworth, M. F. S. (2009) · Science · doi:10.1126/science.1169694 · Cited by 407 · cited 1× · see citing works
“The development of WM is most protracted in the PFC, a region which is crucial not only to response inhibition, planning and executive control (Behrens et al., 2009), but also in computing the value of affective stimuli and determining appropriate behavior in social contexts (Sowell et al.”
BackgroundSocial psychological contributions to the decade of the brain: Doctrine of multilevel analysis.
Cacioppo, J. T., & Berntson, G. G. (1992) · American Psychologist · doi:10.1037/0003-066x.47.8.1019 · Cited by 381 · see citing works
Mirroring others' emotions relates to empathy and interpersonal competence in children
Pfeifer, J. H., Iacoboni, M., Mazziotta, J. C., & Dapretto, M. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.10.032 · Cited by 368 · see citing works
Self-citationA developmental examination of amygdala response to facial expressions
Guyer, A. E., Monk, C. S., McClure-Tone, E. B., Nelson, E. E., Roberson-Nay, R., Adler, A. D., Fromm, S. J., Leibenluft, E., Pine, D. S., & Ernst, M. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2008.20114 · Cited by 357 · see citing works
A behavioral scientist looks at the science of adolescent brain development
Steinberg, L. (2010) · Brain and Cognition · doi:10.1016/j.bandc.2009.11.003 · Cited by 342 · see citing works
The role of the striatum in aversive learning and aversive prediction errors
Delgado, M. R., Li, J., Schiller, D., & Phelps, E. A. (2008) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2008.0161 · Cited by 328 · see citing works
Forbes, E. E., Ryan, N. D., Phillips, M. L., Manuck, S. B., Worthman, C. M., Moyles, D. L., Tarr, J. A., Sciarrillo, S. R., & Dahl, R. E. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2009.11.006 · Cited by 320 · see citing works
SPEAR, L. P. (2009) · Development and Psychopathology · doi:10.1017/s0954579409000066 · Cited by 317 · see citing works
The LONI Pipeline Processing Environment
Rex, D., Jeffrey, Q., & Toga, A. W. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00185-x · Cited by 310 · see citing works
Adolescence: what do transmission, transition and translation have to do with it?
Casey, B. J., Duhoux, S., & Cohen, M. M. (2010) · Neuron · doi:10.1016/j.neuron.2010.08.033 · Cited by 297 · see citing works
Pfeifer, J. H., Masten, C. L., Borofsky, L., Dapretto, M., Fuligni, A., & Lieberman, M. D. (2009) · Child Development · doi:10.1111/j.1467-8624.2009.01314.x · Cited by 294 · see citing works
Self-citationPfeifer, J. H., Masten, C. L., Moore, W. E., Oswald, T. M., Mazziotta, J. C., Iacoboni, M., & Dapretto, M. (2011) · Neuron · doi:10.1016/j.neuron.2011.02.019 · Cited by 294 · see citing works
Self-citationA unique adolescent response to reward prediction errors
Cohen, J. R., Asarnow, R. F., Sabb, F. W., Bilder, R. M., Bookheimer, S. Y., Knowlton, B. J., & Poldrack, R. A. (2010) · Nature Neuroscience · doi:10.1038/nn.2558 · Cited by 285 · see citing works
Gestsdóttir, S., & Lerner, R. M. (2007) · Developmental Psychology · doi:10.1037/0012-1649.43.2.508 · Cited by 274 · see citing works
Romeo, R. D. (2003) · Journal of Neuroendocrinology · doi:10.1111/j.1365-2826.2003.01106.x · Cited by 233 · see citing works
Forbes, E. E., Ryan, N. D., Phillips, M. L., Manuck, S. B., Worthman, C. M., Moyles, D. L., Tarr, J. A., Sciarrillo, S. R., & Dahl, R. E. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-201002000-00010 · Cited by 219 · see citing works
Adolescent brain development and animal models
SPEAR, L. P. (2004) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1308.002 · Cited by 215 · see citing works
Cairns, R. B., Leung, M., Gest, S. D., & Cairns, B. D. (1995) · Behaviour Research and Therapy · doi:10.1016/0005-7967(95)00004-h · Cited by 183 · see citing works
Functional connectivity during a social emotion task in adolescents and in adults
Heyes, S. B., & Blakemore, S. (2009) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2009.06674.x · Cited by 153 · see citing works
Forbes, E. E., Phillips, M. L., Silk, J. S., Ryan, N. D., & Dahl, R. E. (2011) · Developmental Neuropsychology · doi:10.1080/87565641.2010.550178 · Cited by 132 · see citing works
Interpreting developmental changes in neuroimaging signals
Poldrack, R. A. (2010) · Human Brain Mapping · doi:10.1002/hbm.21039 · Cited by 73 · see citing works
Hebbard, P. C., King, R. R., Malsbury, C. W., & Harley, C. W. (2003) · Experimental Neurology · doi:10.1016/s0014-4886(03)00119-5 · Cited by 60 · see citing works
Functional Mapping of Dynamic Happy and Fearful Facial Expression Processing in Adolescents
Rahko, J., Paakki, J.-J., Starck, T., Nikkinen, J., Remes, J., Hurtig, T., Kuusikko-Gauffin, S. A., Mattila, M., Jussila, K., Jansson-Verkasalo, E., et al. (2010) · Brain Imaging and Behavior · doi:10.1007/s11682-010-9096-x · Cited by 52 · see citing works
Understanding the Risky Business of Adolescence
Dahl, R. E. (2011) · Neuron · doi:10.1016/j.neuron.2011.02.036 · Cited by 21 · see citing works
Sanz, A., Carrero, P., Carrero, P., Pernía, O., & García‐Segura, L. M. (2008) · Developmental Neurobiology · doi:10.1002/dneu.20641 · Cited by 15 · see citing works
Xiong (1999) · doi:10.1002/(sici)1097-0193(1999)8:2/3
Flagged first, then by citations
Research works printed but not linked: 1
- Woods, R.P., Dapretto, M., Sicotte, N.L., Toga, A.W., Mazziotta, J.C. (1999). Creation and use of a talairach-compatible atlas for accurate, automated, nonlinear intersubject registration, and analysis of functional imaging data. Human Brain Mapping, 8(2-3), 73-9.
Cited by
Sorted by citations
Is Adolescence a Sensitive Period for Sociocultural Processing?
Blakemore, S.-J., & Mills, K. L. (2014) · Annual Review of Psychology · doi:10.1146/annurev-psych-010213-115202 · Cited by 2,264 · see citing works
Social re-orientation and brain development: An expanded and updated view
Nelson, E. E., Jarcho, J. M., & Guyer, A. E. (2016) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2015.12.008 · Cited by 447 · see citing works
Pfeifer, J. H., & Allen, N. B. (2012) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2012.04.011 · Cited by 299 · see citing works
Self-citationCallaghan, B. L., & Tottenham, N. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2015.204 · Cited by 268 · see citing works
Silk, J. S., Siegle, G. J., Lee, K. H., Nelson, E. E., Stroud, L. R., & Dahl, R. E. (2014) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nst175 · Cited by 231 · see citing works
The relationship between puberty and social emotion processing
Goddings, A., Burnett Heyes, S., Bird, G., Viner, R. M., & Blakemore, S. (2012) · Developmental Science · doi:10.1111/j.1467-7687.2012.01174.x · Cited by 169 · see citing works
Functional differences in emotion processing during adolescence and early adulthood
Vink, M., Derks, J. M., Hoogendam, J. M., Hillegers, M., & Kahn, R. S. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.01.035 · Cited by 148 · see citing works
Pfeifer, J. H., Kahn, L. E., Merchant, J. S., Peake, S. J., Veroude, K., Masten, C. L., Lieberman, M. D., Mazziotta, J. C., & Dapretto, M. (2013) · The Journal of Neuroscience · doi:10.1523/jneurosci.4074-12.2013 · Cited by 125 · see citing works
Self-citationExciting fear in adolescence: does pubertal development alter threat processing?
Spielberg, J. M., Olino, T. M., Forbes, E. E., & Dahl, R. E. (2014) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2014.01.004 · Cited by 123 · see citing works
Alloy, L. B., Hamilton, J. L., Hamlat, E. J., & Abramson, L. Y. (2016) · Clinical Psychological Science · doi:10.1177/2167702616643008 · Cited by 111 · see citing works
Puberty and functional brain development in humans: convergence in findings?
Dai, J., & Scherf, K. S. (2019) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2019.100690 · Cited by 51 · see citing works
Growing pains and pleasures: how emotional learning guides development
Nelson, E. E., Lau, J. Y. F., & Jarcho, J. M. (2014) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2013.11.003 · Cited by 48 · see citing works
- Authors
- Moore, W. E., Pfeifer, J. H., Masten, C. L., Mazziotta, J. C., Iacoboni, M., & Dapretto, M.
- Affiliations
- University of California, Los Angeles (US)
- Venue
- Social Cognitive and Affective Neuroscience
- Publisher
- Oxford University Press (OUP)
- Published
- 2012-01-01
- Volume
- 7
- Issue
- 1
- Pages
- 35-43
- ISSN
- 1749-5016 (ISSN-L)
- 1749-5024
- PMC
- PMC3252633
- OpenAlex
- W2110535283
- Cited by
- 115
- References
- 66
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 4 · 2023: 5 · 2022: 6 · 2021: 5 · 2020: 7 · 2019: 10 · 2018: 6 · 2017: 6 · 2016: 13 · 2015: 9 · 2014: 15 · 2013: 13 · 2012: 8
- FWCI
- 7.38
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Social Cognitive and Affective Neuroscience (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Ahmanson Foundation
- National Institutes of Health (RR12169, RR13642)
- National Center for Research Resources (P41RR013642, RR12169, RR 13642, RR00865, M01RR000865, C06RR012169)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Face Recognition and Perception
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- puberty, pubertal development, emotion perception, facial expressions, emotional processing, amygdala, thalamus, hippocampus, temporal pole, ventrolateral prefrontal cortex, dorsomedial prefrontal cortex, visual cortex, adolescence, socio-emotional processing, longitudinal neuroimaging
- MeSH terms
- Adolescent, Amygdala, Brain, Child, Emotions, Facial Expression, Female, Humans, Image Processing, Computer-Assisted, Longitudinal Studies, Magnetic Resonance Imaging, Male, Puberty, Thalamus, Visual Cortex, Prefrontal Cortex
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