Evaluation of the Social Motivation Hypothesis of Autism: A Systematic Review and Meta-analysis
Open accessAbstract
Importance: The social motivation hypothesis posits that individuals with autism spectrum disorder (ASD) find social stimuli less rewarding than do people with neurotypical activity. However, functional magnetic resonance imaging (fMRI) studies of reward processing have yielded mixed results. Objectives: To examine whether individuals with ASD process rewarding stimuli differently than typically developing individuals (controls), whether differences are limited to social rewards, and whether contradictory findings in the literature might be due to sample characteristics. Data Sources: Articles were identified in PubMed, Embase, and PsycINFO from database inception until June 1, 2017. Functional MRI data from these articles were provided by most authors. Study Selection: Publications were included that provided brain activation contrasts between a sample with ASD and controls on a reward task, determined by multiple reviewer consensus. Data Extraction and Synthesis: When fMRI data were not provided by authors, multiple reviewers extracted peak coordinates and effect sizes from articles to recreate statistical maps using seed-based d mapping software. Random-effects meta-analyses of responses to social, nonsocial, and restricted interest stimuli, as well as all of these domains together, were performed. Secondary analyses included meta-analyses of wanting and liking, meta-regression with age, and correlations with ASD severity. All procedures were conducted in accordance with Meta-analysis of Observational Studies in Epidemiology guidelines. Main Outcomes and Measures: Brain activation differences between groups with ASD and typically developing controls while processing rewards. All analyses except the domain-general meta-analysis were planned before data collection. Results: The meta-analysis included 13 studies (30 total fMRI contrasts) from 259 individuals with ASD and 246 controls. Autism spectrum disorder was associated with aberrant processing of both social and nonsocial rewards in striatal regions and increased activation in response to restricted interests (social reward, caudate cluster: d = -0.25 [95% CI, -0.41 to -0.08]; nonsocial reward, caudate and anterior cingulate cluster: d = -0.22 [95% CI, -0.42 to -0.02]; restricted interests, caudate and nucleus accumbens cluster: d = 0.42 [95% CI, 0.07 to 0.78]). Conclusions and Relevance: Individuals with ASD show atypical processing of social and nonsocial rewards. Findings support a broader interpretation of the social motivation hypothesis of ASD whereby general atypical reward processing encompasses social reward, nonsocial reward, and perhaps restricted interests. This meta-analysis also suggests that prior mixed results could be driven by sample age differences, warranting further study of the developmental trajectory for reward processing in ASD.
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?
The first MRI studies of ASD focused on cerebral and cerebellar grey matter and white matter volumes in young children, but were limited by studying toddlers and children aged 18 months or older, missing the opportunity to detect biomarkers of ASD in the first year of life.
“The first MRI studies of ASD focused on cerebral and cerebellar grey matter and white matter volumes in young children 67,68 , although these studies were limited by studying toddlers and children ≥ 18 months, missing the opportunity to detect biomarkers of ASD in the first year of life.”
From Autism spectrum disorder (2020) · cites this paper as [67]
Split into 2 atoms — 0 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 2 unverifiable. Expand the claim to see per-atom verdicts.
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
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722 · see citing works
Dermyshi, E., Wang, Y., Yan, C., Hong, W., Qiu, G., Gong, X., & Zhang, T. (2017) · Neonatology · doi:10.1159/000454668 · Cited by 24,577 · see citing works
Stroup, D. F. (2000) · JAMA · doi:10.1001/jama.283.15.2008 · Cited by 20,623 · see citing works
Conducting Meta-Analyses in <i>R</i> with the <b>metafor</b> Package
Viechtbauer, W. (2010) · Journal of Statistical Software · doi:10.18637/jss.v036.i03 · Cited by 20,464 · see citing works
(1943) · The Nervous child · Cited by 8,870 · see citing works
Wing, L., & Gould, J. (1979) · Journal of Autism and Developmental Disorders · doi:10.1007/bf01531288 · Cited by 2,587 · see citing works
Autistic disturbances of affective contact.
Kanner, L. (1968) · PubMed · Cited by 2,273 · see citing works
Anticipation of Increasing Monetary Reward Selectively Recruits Nucleus Accumbens
Knutson, B., Adams, C. M., Fong, G. W., & Hommer, D. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-16-j0002.2001 · Cited by 2,244 · see citing works
Emotion and motivation: the role of the amygdala, ventral striatum, and prefrontal cortex
Cardinal, R. N., Parkinson, J. A., Hall, J., & Everitt, B. J. (2002) · Neuroscience & Biobehavioral Reviews · doi:10.1016/s0149-7634(02)00007-6 · Cited by 2,129 · see citing works
Klin, A., Jones, W., Schultz, R., Volkmar, F., & Cohen, D. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.9.809 · Cited by 2,120 · see citing works
Self-citationThe social motivation theory of autism
Chevallier, C., Kohls, G., Troiani, V., Brodkin, E. S., & Schultz, R. T. (2012) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2012.02.007 · Cited by 2,072 · see citing works
Self-citationDissecting components of reward: ‘liking’, ‘wanting’, and learning
Berridge, K. C., Robinson, T. E., & Aldridge, J. W. (2009) · Current Opinion in Pharmacology · doi:10.1016/j.coph.2008.12.014 · Cited by 1,942 · see citing works
Journal of Psychiatry and Neuroscience
(2025) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn · Cited by 1,132 · see citing works
Schultz, R. T., Gauthier, I., Klin, A., Fulbright, R. K., Anderson, A. W., Volkmar, F., Skudlarski, P., Lacadie, C., Cohen, D. J., & Gore, J. C. (2000) · Archives of General Psychiatry · doi:10.1001/archpsyc.57.4.331 · Cited by 1,000 · see citing works
Self-citationTime to give up on a single explanation for autism
Happé, F., Ronald, A., & Plomin, R. (2006) · Nature Neuroscience · doi:10.1038/nn1770 · Cited by 987 · see citing works
Tager‐Flusberg, H., & Kasari, C. (2013) · Autism Research · doi:10.1002/aur.1329 · Cited by 985 · see citing works
Radua, J., Mataix-Cols, D., Phillips, M. L., El-Hage, W., Kronhaus, D. M., Cardoner, N., & Surguladze, S. (2012) · European Psychiatry · doi:10.1016/j.eurpsy.2011.04.001 · Cited by 765 · see citing works
Chawarska, K., Macari, S., & Shic, F. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.11.022 · Cited by 623 · see citing works
Martino, A. D., Ross, K. V., Uddin, L. Q., Sklar, A. B., Castellanos, F. X., & Milham, M. P. (2008) · Biological Psychiatry · doi:10.1016/j.biopsych.2008.09.022 · Cited by 574 · see citing works
Yarkoni, T. (2009) · Perspectives on Psychological Science · doi:10.1111/j.1745-6924.2009.01127.x · Cited by 549 · see citing works
Locke, J. J., Ishijima, E., Kasari, C. L., & London, N. (2010) · Journal of Research in Special Educational Needs · doi:10.1111/j.1471-3802.2010.01148.x · Cited by 489 · see citing works
Scott‐Van Zeeland, A. A., Dapretto, M., Ghahremani, D. G., Poldrack, R. A., & Bookheimer, S. Y. (2010) · Autism Research · doi:10.1002/aur.122 · Cited by 458 · see citing works
Spreckelmeyer, K. N., Krach, S., Kohls, G., Rademacher, L., Irmak, A., Konrad, K., Kircher, T., & Gründer, G. (2009) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsn051 · Cited by 425 · see citing works
A critique of functional localisers
Friston, K. J., Rotshtein, P., Geng, J. J., Sterzer, P., & Henson, R. N. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.08.012 · Cited by 424 · see citing works
Joint attention and social-emotional approach behavior in children with autism
Mundy, P. (1995) · Development and Psychopathology · doi:10.1017/s0954579400006349 · Cited by 415 · see citing works
Luijten, M., Schellekens, A. F., Kühn, S., Machielse, M. W. J., & Sescousse, G. (2017) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2016.3084 · Cited by 402 · see citing works
A systematic review and meta-analysis of the fMRI investigation of autism spectrum disorders
Philip, R. C. M., Dauvermann, M. R., Whalley, H. C., Baynham, K., Lawrie, S. M., & Stanfield, A. C. (2011) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2011.10.008 · Cited by 390 · see citing works
Klin, A. (1991) · Journal of Autism and Developmental Disorders · doi:10.1007/bf02206995 · Cited by 383 · see citing works
Atypical object exploration at 12 months of age is associated with autism in a prospective sample
Ozonoff, S., Macari, S., Young, G. S., Goldring, S., Thompson, M., & Rogers, S. J. (2008) · Autism · doi:10.1177/1362361308096402 · Cited by 321 · see citing works
Sasson, N. J., Turner‐Brown, L. M., Holtzclaw, T. N., Lam, K. S. L., & Bodfish, J. W. (2008) · Autism Research · doi:10.1002/aur.4 · Cited by 311 · see citing works
Dichter, G. S., Damiano, C. A., & Allen, J. A. (2012) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-4-19 · Cited by 299 · see citing works
Reward circuitry function in autism spectrum disorders
Dichter, G. S., Felder, J. N., Green, S. R., Rittenberg, A. M., Sasson, N. J., & Bodfish, J. W. (2012) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsq095 · Cited by 296 · see citing works
Silverman, M. H., Jedd, K., & Luciana, M. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.07.083 · Cited by 277 · see citing works
Sugranyes, G., Kyriakopoulos, M., Corrigall, R. J., Taylor, E., & Frangou, S. (2011) · PLoS ONE · doi:10.1371/journal.pone.0025322 · Cited by 277 · see citing works
Reward system dysfunction in autism spectrum disorders
Kohls, G., Schulte-Rüther, M., Nehrkorn, B., Müller, K., Fink, G. R., Kamp-Becker, I., Herpertz-Dahlmann, B., Schultz, R. T., & Konrad, K. (2013) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss033 · Cited by 259 · see citing works
Self-citationDAWSON, G., WEBB, S. J., WIJSMAN, E., SCHELLENBERG, G., ESTES, A., MUNSON, J., & FAJA, S. (2005) · Development and Psychopathology · doi:10.1017/s0954579405050327 · Cited by 247 · see citing works
Meta-analytic methods for neuroimaging data explained
Radua, J., & Mataix-Cols, D. (2012) · Biology of Mood & Anxiety Disorders · doi:10.1186/2045-5380-2-6 · Cited by 246 · see citing works
Age-related changes in midbrain dopaminergic regulation of the human reward system
Dreher, J.-C., Meyer-Lindenberg, A., Kohn, P., & Berman, K. F. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0802127105 · Cited by 230 · see citing works
Reward circuitry function in autism during face anticipation and outcomes
Dichter, G. S., Richey, J. A., Rittenberg, A. M., Sabatino, A., & Bodfish, J. W. (2012) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-011-1221-1 · Cited by 222 · see citing works
Social “wanting” dysfunction in autism: neurobiological underpinnings and treatment implications
Kohls, G., Chevallier, C., Troiani, V., & Schultz, R. T. (2012) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-4-10 · Cited by 197 · see citing works
Self-citationSocial and monetary reward processing in autism spectrum disorders
Delmonte, S., Balsters, J. H., McGrath, J., Fitzgerald, J., Brennan, S., Fagan, A. J., & Gallagher, L. (2012) · Molecular Autism · doi:10.1186/2040-2392-3-7 · Cited by 180 · see citing works
Wigton, R., Radua, J., Allen, P., Averbeck, B., Meyer-Lindenberg, A., McGuire, P., Shergill, S. S., & Fusar-Poli, P. (2015) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.130289 · Cited by 179 · see citing works
Carlisi, C. O., Norman, L. J., Lukito, S. S., Radua, J., Mataix-Cols, D., & Rubia, K. (2017) · Biological Psychiatry · doi:10.1016/j.biopsych.2016.10.006 · Cited by 176 · see citing works
Neural correlates of reward in autism
Schmitz, N., Rubia, K., van Amelsvoort, T., Daly, E., Smith, A., & Murphy, D. G. M. (2008) · British Journal of Psychiatry · doi:10.1192/bjp.bp.107.036921 · Cited by 153 · see citing works
Arrondo, G., Segarra, N., Metastasio, A., Ziauddeen, H., Spencer, J., Reinders, N. R., Dudas, R. B., Robbins, T. W., Fletcher, P. C., & Murray, G. K. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01280 · Cited by 130 · see citing works
Altered reward system reactivity for personalized circumscribed interests in autism
Kohls, G., Antezana, L., Mosner, M. G., Schultz, R. T., & Yerys, B. E. (2018) · Molecular Autism · doi:10.1186/s13229-018-0195-7 · Cited by 111 · see citing works
Self-citationAffective neural response to restricted interests in autism spectrum disorders
Cascio, C. J., Foss‐Feig, J. H., Heacock, J., Schauder, K. B., Loring, W. A., Rogers, B. P., Pryweller, J. R., Newsom, C. R., Cockhren, J., Cao, A., et al. (2014) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12147 · Cited by 93 · see citing works
Neural bases of atypical emotional face processing in autism: A meta-analysis of fMRI studies
Aoki, Y. Y., Cortese, S., & Tansella, M. (2014) · The World Journal of Biological Psychiatry · doi:10.3109/15622975.2014.957719 · Cited by 90 · see citing works
Mentalizing and motivation neural function during social interactions in autism spectrum disorders
Assaf, M., Hyatt, C. J., Wong, C. G., Johnson, M. R., Schultz, R. T., Hendler, T., & Pearlson, G. D. (2013) · NeuroImage Clinical · doi:10.1016/j.nicl.2013.09.005 · Cited by 86 · see citing works
Self-citationDevelopmental Meta-Analysis of the Functional Neural Correlates of Autism Spectrum Disorders
Dickstein, D. P., Pescosolido, M. F., Reidy, B. L., Galvan, T., Kim, K. L., Seymour, K. E., Laird, A. R., Martino, A. D., & Barrett, R. P. (2013) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2012.12.012 · Cited by 85 · see citing works
Harden, K. P., Mann, F. D., Grotzinger, A. D., Patterson, M. W., Steinberg, L. D., Tackett, J. L., & Tucker–Drob, E. M. (2017) · Journal of Personality and Social Psychology · doi:10.1037/pspp0000172 · Cited by 80 · see citing works
Response of neural reward regions to food cues in autism spectrum disorders
Cascio, C. J., Foss-Feig, J. H., Heacock, J. L., Newsom, C. R., Cowan, R. L., Benningfield, M. M., Rogers, B. P., & Cao, A. (2012) · Journal of Neurodevelopmental Disorders · doi:10.1186/1866-1955-4-9 · Cited by 76 · see citing works
Action observation and imitation in autism spectrum disorders: an ALE meta-analysis of fMRI studies
Yang, J., & Hofmann, J. (2015) · Brain Imaging and Behavior · doi:10.1007/s11682-015-9456-7 · Cited by 70 · see citing works
Herrington, J. D., Miller, J. S., Pandey, J., & Schultz, R. T. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsw015 · Cited by 66 · see citing works
Self-citationCrowley, M. J., Wu, J., Hommer, R. E., South, M., Molfese, P. J., Fearon, P. R. M., & Mayes, L. C. (2013) · Developmental Neuropsychology · doi:10.1080/87565641.2012.694512 · Cited by 63 · see citing works
Developmental psychology: revisiting the classic studies
(2013) · Choice Reviews Online · doi:10.5860/choice.50-5300 · Cited by 59 · see citing works
Feedback-Driven Trial-by-Trial Learning in Autism Spectrum Disorders
Solomon, M., Frank, M. J., Ragland, J. D., Smith, A. C., Niendam, T. A., Lesh, T. A., Grayson, D. S., Beck, J. S., Matter, J. C., & Carter, C. S. (2014) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2014.14010036 · Cited by 57 · see citing works
Striatal Development in Autism: Repetitive Behaviors and the Reward Circuitry
Kohls, G., Yerys, B. E., & Schultz, R. T. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2014.07.010 · Cited by 56 · see citing works
Self-citationCarlisi, C. O., Norman, L., Murphy, C. M., Christakou, A., Chantiluke, K., Giampietro, V., Simmons, A., Brammer, M., Murphy, D. G., MRC AIMS consortium, et al. (2017) · Psychological Medicine · doi:10.1017/s0033291717001088 · Cited by 49 · see citing works
Adolescent neural response to reward is related to participant sex and task motivation
Alarcón, G., Cservenka, A., & Nagel, B. J. (2016) · Brain and Cognition · doi:10.1016/j.bandc.2016.10.003 · Cited by 47 · see citing works
Assessing motivation in children using a progressive ratio task
Chelonis, J. J., Gravelin, C. R., & Paule, M. G. (2011) · Behavioural Processes · doi:10.1016/j.beproc.2011.03.008 · Cited by 41 · see citing works
Choi, U.-S., Kim, S., Sim, H. J., Lee, S.-Y., Park, S., Jeong, J.-S., Seol, K. I., Yoon, H.-W., Jhung, K., Park, J.-I., et al. (2015) · Yonsei Medical Journal · doi:10.3349/ymj.2015.56.3.705 · Cited by 36 · see citing works
Damiano, C. R., Cockrell, D. C., Dunlap, K., Hanna, E. K., Miller, S., Bizzell, J., Kovac, M., Turner‐Brown, L., Sideris, J. H., Kinard, J. L., et al. (2015) · Journal of Neurodevelopmental Disorders · doi:10.1186/s11689-015-9107-8 · Cited by 35 · see citing works
Speech perception in autism spectrum disorder: An activation likelihood estimation meta-analysis
Tryfon, A., Foster, N. E. V., Sharda, M., & Hyde, K. L. (2017) · Behavioural Brain Research · doi:10.1016/j.bbr.2017.10.025 · Cited by 34 · see citing works
van Hulst, B. M., de Zeeuw, P., Lupas, K. K., Bos, D. J., Neggers, S. F. W., & Durston, S. (2015) · PLoS ONE · doi:10.1371/journal.pone.0142413 · Cited by 12 · see citing works
Intelligence moderates neural responses to monetary reward and punishment
Hawes, D. R., DeYoung, C. G., Gray, J. R., & Rustichini, A. (2014) · Journal of Neurophysiology · doi:10.1152/jn.00393.2013 · Cited by 9 · see citing works
(2018) · Autism Research · doi:10.1002/(issn)1939-3806 · Cited by 3 · see citing works
Flagged first, then by citations
1 of the 68 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- Stroup DF, Berlin JA, Morton SC, et al. Meta-analysis of observational studies in epidemiology: a proposal for reporting: Meta-analysis of Observational Studies in Epidemiology (MOOSE) group. JAMA. 2000;283 (15):2008-2012.
- Constantino JN, Gruber C. The Social Responsiveness Scale. Second Edition (SRS-2).
Cited by
Sorted by citations
Lord, C., Brugha, T. S., Charman, T., Cusack, J., Dumas, G., Frazier, T., Jones, E. J. H., Jones, R. M., Pickles, A., State, M. W., et al. (2020) · Nature Reviews Disease Primers · doi:10.1038/s41572-019-0138-4 · Cited by 1,859 · see citing works
Jaswal, V. K., & Akhtar, N. (2019) · Behavioral and Brain Sciences · doi:10.1017/s0140525x18001826 · Cited by 436 · see citing works
Hippocampal contributions to social and cognitive deficits in autism spectrum disorder
Banker, S. M., Gu, X., Schiller, D., & Foss‐Feig, J. H. (2021) · Trends in Neurosciences · doi:10.1016/j.tins.2021.08.005 · Cited by 276 · see citing works
Fetit, R., Hillary, R. F., Price, D. J., & Lawrie, S. M. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.07.014 · Cited by 148 · see citing works
Arioli, M., Cattaneo, Z., Ricciardi, E., & Canessa, N. (2021) · Human Brain Mapping · doi:10.1002/hbm.25570 · Cited by 136 · see citing works
Interpersonal Synchrony in Autism
McNaughton, K. A., & Redcay, E. (2020) · Current Psychiatry Reports · doi:10.1007/s11920-020-1135-8 · Cited by 133 · see citing works
Functional connectivity-based classification of autism and control using SVM-RFECV on rs-fMRI data
Wang, C., Xiao, Z., & Wu, J. (2019) · Physica Medica · doi:10.1016/j.ejmp.2019.08.010 · Cited by 131 · see citing works
Kilroy, E., Aziz‐Zadeh, L., & Cermak, S. A. (2019) · Brain Sciences · doi:10.3390/brainsci9030068 · Cited by 146 · see citing works
Goldfarb, Y., Golan, O., & Gal, E. (2021) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-021-05185-4 · Cited by 127 · see citing works
Tian, J., Gao, X., & Yang, L. (2022) · Frontiers in Neuroscience · doi:10.3389/fnins.2022.780407 · Cited by 125 · see citing works
Mazzone, L., Dooling, S. W., Volpe, E., Uljarević, M., Waters, J. L., Sabatini, A., Arturi, L., Abate, R., Riccioni, A., Siracusano, M., et al. (2023) · Cell Host & Microbe · doi:10.1016/j.chom.2023.11.021 · Cited by 107 · see citing works
Aldridge‐Waddon, L., Vanova, M., Munneke, J., Puzzo, I., & Kumari, V. (2020) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101942 · Cited by 103 · see citing works
Nejati, V., Peyvandi, A., Nazari, N., & Abadi, F. (2024) · Scientific Reports · doi:10.1038/s41598-024-83953-9 · Cited by 103 · see citing works
Drug development for Autism Spectrum Disorder (ASD): Progress, challenges, and future directions
McCracken, J. T., Anagnostou, E. A., Arango, C., Dawson, G., Farchione, T. R., Mantua, V., McPartland, J. C., Murphy, D., Pandina, G., & Veenstra-VanderWeele, J. M. (2021) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2021.05.010 · Cited by 87 · see citing works
The Dopamine Hypothesis of Autism Spectrum Disorder Revisited: Current Status and Future Prospects
Pavăl, D., & Micluția, I. (2021) · Developmental Neuroscience · doi:10.1159/000515751 · Cited by 80 · see citing works
Towle, P. O., Patrick, P. A., Ridgard, T., Pham, S., & Marrus, J. (2020) · Autism Research and Treatment · doi:10.1155/2020/7605876 · Cited by 82 · see citing works
Barron, A., McCarthy, C., & O’Keeffe, G. W. (2021) · Molecular Neurobiology · doi:10.1007/s12035-021-02290-4 · Cited by 72 · see citing works
Schwarz, K., Moessnang, C., Schweiger, J. I., Baumeister, S., Plichta, M. M., Brandeis, D., Banaschewski, T., Wackerhagen, C., Erk, S., Walter, H., et al. (2019) · Schizophrenia Bulletin · doi:10.1093/schbul/sbz075 · Cited by 66 · see citing works
Han, G. T., Tomarken, A. J., & Gotham, K. O. (2019) · Autism Research · doi:10.1002/aur.2088 · Cited by 67 · see citing works
Selective Mutism and Its Relations to Social Anxiety Disorder and Autism Spectrum Disorder
Muris, P., & Ollendick, T. H. (2021) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-020-00342-0 · Cited by 73 · see citing works
Wang, Q., Li, H.-Y., Li, Y.-D., Lv, Y., Ma, H., Xiang, A., Jia, X.-Z., & Liu, D. (2021) · Brain Imaging and Behavior · doi:10.1007/s11682-021-00460-5 · Cited by 66 · see citing works
Mohapatra, A. N., & Wagner, S. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1205199 · Cited by 67 · see citing works
A systematic review of problematic video-game use in people with Autism Spectrum Disorders
Craig, F., Tenuta, F., Giacomo, A. D., Trabacca, A., & Costabile, A. (2021) · Research in Autism · doi:10.1016/j.rasd.2021.101726 · Cited by 67 · see citing works
the EU-AIMS LEAP group, Moessnang, C., Baumeister, S., Tillmann, J., Goyard, D., Charman, T., Ambrosino, S., Baron‐Cohen, S., Beckmann, C. F., Bölte, S., et al. (2020) · Molecular Autism · doi:10.1186/s13229-020-0317-x · Cited by 65 · see citing works
Social orienting and social seeking behaviors in ASD. A meta analytic investigation
Hedger, N., Dubey, I., & Chakrabarti, B. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.10.003 · Cited by 63 · see citing works
The meaning of significant mean group differences for biomarker discovery
Loth, E., Ahmad, J., Chatham, C., López, B., Carter, B., Crawley, D., Oakley, B., Hayward, H., Cooke, J., San José Cáceres, A., et al. (2021) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1009477 · Cited by 52 · see citing works
Pallathra, A. A., Cordero, L., Wong, K., & Brodkin, E. S. (2019) · Current Psychiatry Reports · doi:10.1007/s11920-019-0989-0 · Cited by 56 · see citing works
Autistic adults’ experience of restricted repetitive behaviours
Collis, E., Gavin, J., Russell, A., & Brosnan, M. (2022) · Research in Autism Spectrum Disorders · doi:10.1016/j.rasd.2021.101895 · Cited by 54 · see citing works
Zürcher, N. R., Walsh, E. C., Phillips, R., Cernasov, P., Tseng, C.-E. J., Dharanikota, A., Smith, E. P., Li, Z., Kinard, J. L., Bizzell, J., et al. (2021) · Translational Psychiatry · doi:10.1038/s41398-020-01170-0 · Cited by 52 · see citing works
Gevezova, M., Sbirkov, Y., Sarafian, V. S., Plaimas, K., Suratanee, A., & Maes, M. H. J. (2023) · Brain Behavior & Immunity - Health · doi:10.1016/j.bbih.2023.100646 · Cited by 54 · see citing works
Cromwell, H. C., Abe, N., Barrett, K. C., Caldwell‐Harris, C. L., Gendolla, G. H. E., Koncz, R., & Sachdev, P. S. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.02.032 · Cited by 54 · see citing works
Key, A. P. F., & Slaboch, K. D. (2021) · Journal of Speech Language and Hearing Research · doi:10.1044/2021_jslhr-20-00738 · Cited by 51 · see citing works
The Bidirectional Social-Cognitive Mechanisms of the Social-Attention Symptoms of Autism
Mundy, P., & Bullen, J. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.752274 · Cited by 50 · see citing works
Clinical and Translational Implications of an Emerging Developmental Substructure for Autism
Constantino, J. N., Charman, T., & Jones, E. J. H. (2021) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-081219-110503 · Cited by 50 · see citing works
Anti-ableism and scientific accuracy in autism research: a false dichotomy
Bottema‐Beutel, K., Kapp, S. K., Sasson, N. J., Gernsbacher, M. A., Natri, H. M., & Botha, M. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1244451 · Cited by 49 · see citing works
Vettori, S., Dzhelyova, M. P., der Donck, S. V., Jacques, C., Wesemael, T. V., Steyaert, J. G., Rossion, B., & Boets, B. (2019) · Cortex · doi:10.1016/j.cortex.2019.12.013 · Cited by 48 · see citing works
Natural language markers of social phenotype in girls with autism
Song, A. Y., Cola, M., Plate, S. N., Petrulla, V., Yankowitz, L. D., Pandey, J., Schultz, R. T., & Parish‐Morris, J. (2020) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13348 · Cited by 47 · see citing works
Self-citationItskovich, E., Zyga, O., Libove, R. A., Phillips, J. M., Garner, J. P., & Parker, K. J. (2020) · Autism Research · doi:10.1002/aur.2409 · Cited by 51 · see citing works
Abrams, D. A., Padmanabhan, A., Chen, T., Odriozola, P., Baker, A. E., Kochalka, J., Phillips, J. M., & Menon, V. (2019) · eLife · doi:10.7554/elife.39906 · Cited by 46 · see citing works
Sun, J.-W., Fan, R., Wang, Q., Wang, Q.-Q., Jia, X., & Ma, H. (2021) · Brain Research · doi:10.1016/j.brainres.2021.147299 · Cited by 45 · see citing works
Behavioral characteristics of autism spectrum disorder in very preterm birth children
Chen, L., Wang, S., Wang, L., Kao, Y.-C., Chu, C.-L., Wu, C., Hsieh, Y.-T., Chiang, C., & Huang, C. (2019) · Molecular Autism · doi:10.1186/s13229-019-0282-4 · Cited by 43 · see citing works
Kinard, J. L., Mosner, M. G., Greene, R. K., Addicott, M. A., Bizzell, J., Petty, C., Cernasov, P., Walsh, E. C., Eisenlohr-Moul, T. A., Carter, R. M., et al. (2020) · Autism Research · doi:10.1002/aur.2273 · Cited by 47 · see citing works
Mei, T., Llera, A., Floris, D. L., Forde, N. J., Tillmann, J., Durston, S., Moessnang, C., Banaschewski, T., Holt, R. J., Baron‐Cohen, S., et al. (2020) · Molecular Autism · doi:10.1186/s13229-020-00389-4 · Cited by 43 · see citing works
Face Masks Impair Basic Emotion Recognition
McCrackin, S. D., Capozzi, F., Mayrand, F., & Ristic, J. (2022) · Social Psychology · doi:10.1027/1864-9335/a000470 · Cited by 44 · see citing works
Dopamine Dysregulation in Reward and Autism Spectrum Disorder
Blum, K., Bowirrat, A., Sunder, K. R., Thanos, P. K., Hanna, C., Gold, M. S., Dennen, C. A., Elman, I., Murphy, K. T., & Makale, M. T. (2024) · Brain Sciences · doi:10.3390/brainsci14070733 · Cited by 44 · see citing works
Goodwill, A., Low, L., Fox, P., Fox, P., Poon, K., Bhowmick, S., & Chen, S. A. A. (2023) · Brain Imaging and Behavior · doi:10.1007/s11682-022-00754-2 · Cited by 30 · see citing works
Processing of social and monetary rewards in autism spectrum disorders
Baumeister, S., Moessnang, C., Bast, N., Hohmann, S., Aggensteiner, P.-M., Kaiser, A., Tillmann, J., Goyard, D., Charman, T., Ambrosino, S., et al. (2023) · The British Journal of Psychiatry · doi:10.1192/bjp.2022.157 · Cited by 53 · see citing works
The functional neural architecture of dysfunctional reward processing in autism
Janouschek, H., Chase, H. W., Sharkey, R. J., Peterson, Z. J., Camilleri, J. A., Abel, T. G., Eickhoff, S. B., & Nickl‐Jockschat, T. (2021) · NeuroImage Clinical · doi:10.1016/j.nicl.2021.102700 · Cited by 41 · see citing works
Qi, Z., Wang, J., Gong, J., Su, T., Fu, S., Huang, L., & Wang, Y. (2022) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.210111 · Cited by 39 · see citing works
Neural responsivity to social rewards in autistic female youth
Lawrence, K. E., Hernandez, L. M., Eilbott, J. A., Jack, A., Aylward, E., Gaab, N., Horn, J. D. V., Bernier, R., Geschwind, D. H., McPartland, J. C., et al. (2020) · Translational Psychiatry · doi:10.1038/s41398-020-0824-8 · Cited by 40 · see citing works
Phillips, J. M., Uljarević, M., Schuck, R. K., Schapp, S., Solomon, E. M., Salzman, E., Allerhand, L., Libove, R. A., Frazier, T. W., & Hardan, A. Y. (2019) · Molecular Autism · doi:10.1186/s13229-019-0298-9 · Cited by 37 · see citing works
Dubois-Sage, M., Jacquet, B., Jamet, F., & Baratgin, J. (2024) · Behavioral Sciences · doi:10.3390/bs14020131 · Cited by 37 · see citing works
Zapata-Fonseca, L. I., Dotov, D. G., Fossión, R., Froese, T., Schilbach, L., Vogeley, K. T., & Timmermans, B. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.02760 · Cited by 32 · see citing works
Subtyping Autism Spectrum Disorder Via Joint Modeling of Clinical and Connectomic Profiles
Reardon, A. M., Li, K., Langley, J. A., & Hu, X. P. (2021) · Brain Connectivity · doi:10.1089/brain.2020.0997 · Cited by 32 · see citing works
Soleimanpour, S., Abavisani, M., Khoshrou, A., & Sahebkar, A. (2024) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2024.09.009 · Cited by 32 · see citing works
Overview and Introduction to Autism Spectrum Disorder (ASD)
Al-Dewik, N. I. E., Al‐Jurf, R., Styles, M., Tahtamouni, S., Al‐Sharshani, D., Alsharshani, M., Ahmad, A. I., Khattab, A., Rifai, H. A., & Qoronfleh, M. W. (2020) · Advances in neurobiology · doi:10.1007/978-3-030-30402-7_1 · Cited by 33 · see citing works
Murayama, C., Iwabuchi, T., Kato, Y., Yokokura, M., Harada, T., Goto, T., Tamayama, T., Kameno, Y., Wakuda, T., Kuwabara, H., et al. (2022) · Molecular Psychiatry · doi:10.1038/s41380-022-01464-3 · Cited by 32 · see citing works
Kato, Y., Yokokura, M., Iwabuchi, T., Murayama, C., Harada, T., Goto, T., Tamayama, T., Kameno, Y., Wakuda, T., Kuwabara, H., et al. (2022) · American Journal of Psychiatry · doi:10.1176/appi.ajp.22010014 · Cited by 32 · see citing works
Yang, C., Wang, X.-K., Ma, S., Lee, N. Y., Zhang, Q.-R., Dong, W., Zang, Y., & Yuan, L. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.12.013 · Cited by 33 · see citing works
Isaac, J., Karkare, S. C., Balasubramanian, H., Schappaugh, N., Javier, J. L., Rashid, M., & Murugan, M. (2024) · Nature Communications · doi:10.1038/s41467-024-52294-6 · Cited by 32 · see citing works
Mow, J. L., Gandhi, A., & Fulford, D. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.08.005 · Cited by 29 · see citing works
Tamon, H., Fujino, J., Itahashi, T., Frahm, L., Parlatini, V., Aoki, Y. Y., Castellanos, F. X., Eickhoff, S. B., & Cortese, S. (2024) · American Journal of Psychiatry · doi:10.1176/appi.ajp.20230270 · Cited by 30 · see citing works
Ethical dimensions of translational developmental neuroscience research in autism
Manzini, A., Jones, E. J. H., Charman, T., Elsabbagh, M., Johnson, M. H., & Singh, I. (2021) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13494 · Cited by 30 · see citing works
Towards better characterization of restricted and unusual interests in Youth with Autism
Uljarević, M., Alvares, G., Steele, M. R., Edwards, J., Frazier, T., Hardan, A., & Whitehouse, A. (2021) · Autism · doi:10.1177/13623613211056720 · Cited by 29 · see citing works
Prefrontal circuits guiding social preference: Implications in autism spectrum disorder
Fortier, A. V., Meisner, O. C., Nair, A. R., & Chang, S. W. C. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104803 · Cited by 30 · see citing works
Keifer, C. M., Day, T. C., Hauschild, K. M., & Lerner, M. D. (2021) · Current Psychiatry Reports · doi:10.1007/s11920-021-01247-7 · Cited by 31 · see citing works
Cai, R. Y., Gibbs, V., Love, A. M. A., Robinson, A., Fung, L. K., & Brown, L. (2022) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-022-05668-y · Cited by 29 · see citing works
Social and delay discounting in autism spectrum disorder
Warnell, K. R., Maniscalco, S., Baker, S. M., Yi, R., & Redcay, E. (2019) · Autism Research · doi:10.1002/aur.2085 · Cited by 30 · see citing works
Lane, J. D., & Bowman, L. C. (2021) · Developmental Review · doi:10.1016/j.dr.2021.100977 · Cited by 29 · see citing works
A Systematic Review of the Positive Valence System in Autism Spectrum Disorder
Tschida, J. E., & Yerys, B. E. (2020) · Neuropsychology Review · doi:10.1007/s11065-020-09459-z · Cited by 26 · see citing works
Self-citationLin, Q., Shi, Y., Huang, H., Jiao, B., Kuang, C., Chen, J., Rao, Y., Zhu, Y., Liu, W., Huang, R., et al. (2023) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-023-02165-0 · Cited by 28 · see citing works
An Umbrella Review of the Fusion of fMRI and AI in Autism
Giansanti, D. (2023) · Diagnostics · doi:10.3390/diagnostics13233552 · Cited by 27 · see citing works
Greene, R. K., Walsh, E. C., Mosner, M. G., & Dichter, G. S. (2018) · Biological Psychology · doi:10.1016/j.biopsycho.2018.12.008 · Cited by 28 · see citing works
‘We have so much to offer’: Community members’ perspectives on autism research
Haar, T., Brownlow, C., Hall, G., Heyworth, M., Lawson, W. B., Poulsen, R. E., Reinisch, T., & Pellicano, E. (2024) · Autism · doi:10.1177/13623613241248713 · Cited by 27 · see citing works
Sadeghi, S., Pouretemad, H. R., Badv, R. S., & Brand, S. (2023) · Behavioral Sciences · doi:10.3390/bs13030208 · Cited by 30 · see citing works
Baranger, D. A. A., Lindenmuth, M., Nance, M., Guyer, A. E., Keenan, K. E., Hipwell, A. E., Shaw, D. S., & Forbes, E. E. (2021) · NeuroImage · doi:10.1016/j.neuroimage.2021.117872 · Cited by 26 · see citing works
Atypical Value-Driven Selective Attention in Young Children With Autism Spectrum Disorder
Wang, Q., Chang, J. T., & Chawarska, K. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.4928 · Cited by 22 · see citing works
The dopamine hypothesis of autism spectrum disorder: A comprehensive analysis of the evidence
Pavăl, D. (2023) · International review of neurobiology · doi:10.1016/bs.irn.2023.08.009 · Cited by 25 · see citing works
Martin, H., Choi, J. E., Rodrigues, A. R., & Eshel, N. (2024) · JAACAP Open · doi:10.1016/j.jaacop.2024.01.010 · Cited by 26 · see citing works
Sumiya, M., Okamoto, Y., Koike, T., Tanigawa, T., Okazawa, H., Kosaka, H., & Sadato, N. (2020) · NeuroImage Clinical · doi:10.1016/j.nicl.2020.102249 · Cited by 22 · see citing works
Zhao, X., Zhu, S., Cao, Y., Cheng, P., Lin, Y., Sun, Z., Li, Y., Jiang, W., & Du, Y. (2022) · Brain and Behavior · doi:10.1002/brb3.2693 · Cited by 20 · see citing works
Lilley, R., Lawson, W. B., Hall, G., Mahony, J., Clapham, H., Heyworth, M., Arnold, S. R. C., Trollor, J. N., Yudell, M., & Pellicano, E. (2022) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-022-05667-z · Cited by 23 · see citing works
Schuwerk, T., Kaltefleiter, L. J., Au, J., Hoesl, A., & Stachl, C. (2019) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-019-04134-6 · Cited by 22 · see citing works
Yao, S., Zhou, M., Zhang, Y., Zhou, F., Zhang, Q., Zhao, Z., Jiang, X., Xu, X., Becker, B., & Kendrick, K. M. (2021) · Autism Research · doi:10.1002/aur.2523 · Cited by 20 · see citing works
Furar, E., Wang, F., Durocher, J. S., Ahn, Y. A., Memis, I., Cavalcante, L., Klahr, L., Samson, A. C., Herwegen, J. V., Dukes, D., et al. (2022) · PLoS ONE · doi:10.1371/journal.pone.0270845 · Cited by 20 · see citing works
Polzer, L., Freitag, C. M., & Bast, N. (2022) · Autism Research · doi:10.1002/aur.2818 · Cited by 20 · see citing works
Stallworthy, I. C., Berry, D. J., Davis, S. C., Wolff, J. J., Burrows, C. A., Swanson, M. R., Grzadzinski, R., Botteron, K. N., Dager, S. R., Estes, A. M., et al. (2022) · Developmental Science · doi:10.1111/desc.13336 · Cited by 20 · see citing works
Self-citationDevelopmental pyrethroid exposure causes a neurodevelopmental disorder phenotype in mice
Curtis, M. A., Dhamsania, R. K., Branco, R. C., Guo, J., Creeden, J. F., Neifer, K. L., Black, C. A., Winokur, E. J., Andari, E., Dias, B. G., et al. (2023) · PNAS Nexus · doi:10.1093/pnasnexus/pgad085 · Cited by 21 · see citing works
Early behavioral indices of inherited liability to autism
Constantino, J. N. (2018) · Pediatric Research · doi:10.1038/s41390-018-0217-3 · Cited by 20 · see citing works
Elias, R., & White, S. W. (2019) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-019-04311-7 · Cited by 21 · see citing works
Graph Ricci curvatures reveal atypical functional connectivity in autism spectrum disorder
Elumalai, P., Yadav, Y., Williams, N., Saucan, E., Jost, J., & Samal, A. (2022) · Scientific Reports · doi:10.1038/s41598-022-12171-y · Cited by 19 · see citing works
Clements, C. C., Ascunce, K., & Nelson, C. A. (2022) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2022.07.861 · Cited by 19 · see citing works
Self-citationWhat Is Social about Autism? The Role of Allostasis-Driven Learning
Djerassi, M., Ophir, S., & Atzil, S. (2021) · Brain Sciences · doi:10.3390/brainsci11101269 · Cited by 20 · see citing works
The neurobiological map of theory of mind and pragmatic communication in autism
Duvall, L., May, K. E., Waltz, A., & Kana, R. K. (2023) · Social Neuroscience · doi:10.1080/17470919.2023.2242095 · Cited by 18 · see citing works
Wan, B., Wang, Z., Jung, M., Lu, Y., He, H., Chen, Q., & Yu, J. Z. (2019) · Autism Research · doi:10.1002/aur.2120 · Cited by 18 · see citing works
Carlton, C. N., Antezana, L., Garcia, K. M., Sullivan‐Toole, H., & Richey, J. A. (2021) · Affective Science · doi:10.1007/s42761-021-00085-3 · Cited by 15 · see citing works
Spontaneous helping behavior of autistic and non‐autistic (Pre‐)adolescents: A matter of motivation?
O’Connor, R., Stockmann, L., & Rieffe, C. J. (2019) · Autism Research · doi:10.1002/aur.2182 · Cited by 18 · see citing works
Executive function, motivation, and emotion recognition in high-functioning autism spectrum disorder
Yeung, M. K.-C., & Chan, A. S.-Y. (2020) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2020.103730 · Cited by 17 · see citing works
Neural Mechanisms of Reward Prediction Error in Autism Spectrum Disorder
Mosner, M. G., McLaurin, R. E., Kinard, J. L., Hakimi, S., Parelman, J. M., Shah, J. S., Bizzell, J., Greene, R. K., Cernasov, P., Walsh, E. C., et al. (2019) · Autism Research and Treatment · doi:10.1155/2019/5469191 · Cited by 22 · see citing works
Motivational Impairments in Autism May Be Broader Than Previously Thought
Dichter, G. S. (2018) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.1078 · Cited by 18 · see citing works
- Authors
- Clements, C. C., Zoltowski, A. R., Yankowitz, L. D., Yerys, B. E., Schultz, R. T., & Herrington, J. D.
- Affiliations
- Children's Hospital of Philadelphia (US)
- Corresponding author
- Clements, Caitlin C.
- ORCID
- Venue
- JAMA Psychiatry
- Publisher
- American Medical Association (AMA)
- Published
- 2018-08-01
- Volume
- 75
- Issue
- 8
- Pages
- 797
- ISSN
- 2168-622X (ISSN-L)
- PMC
- PMC6143096
- OpenAlex
- W2808454091
- Cited by
- 316
- References
- 68
- Citations by year
- 2026: 27 · 2025: 41 · 2024: 55 · 2023: 45 · 2022: 35 · 2021: 46 · 2020: 35 · 2019: 27 · 2018: 5
- FWCI
- 3.77
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- JAMA Psychiatry (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (T32MH064913)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Social Sciences › Psychology › Social Psychology › Neuroendocrine regulation and behavior
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Keywords
- autism spectrum disorder, reward processing, social reward, restricted interests, caudate nucleus, nucleus accumbens, anterior cingulate cortex, ASD severity, neurotypical controls, seed-based d mapping, age effects, sample characteristics
- MeSH terms
- Autism Spectrum Disorder, Brain, Humans, Magnetic Resonance Imaging, Motivation, Reinforcement, Social, Reward
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