Putative Brain Networks Underlying Repetitive Negative Thinking and Comorbid Internalizing Problems in Autism
Open accessAbstract
Many high-functioning individuals with autism spectrum disorder (ASD) also experience depression and anxiety, yet little is known about mechanisms underlying this comorbidity. Repetitive negative thinking (RNT) about self-referential information is a transdiagnostic cognitive vulnerability factor that may account for the relationship between these two classes of symptoms. We propose a model where negative self-referential processing and cognitive inflexibility interact to increase risk for RNT, leading to internalizing problems in ASD. Examination of interactions within and between two well-characterized large-scale brain networks, the default mode network and the salience network, may provide insights into neurobiological mechanisms underlying RNT in ASD. We summarize previous literature supporting this model, emphasizing moving toward understanding RNT as a factor accounting for the high rates of internalizing problems in ASD. Future research avenues include understanding heterogeneity in clinical presentation and treating cognitive flexibility and RNT to reduce comorbid internalizing problems 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?
Worry and rumination may reflect the same underlying construct of repetitive negative thinking, which is likely a product of inflexible thinking and difficulty engaging L-FPN executive control systems for emotion regulation.
“Worry and rumination may reflect the same underlying construct of repetitive negative thinking, which is likely a product of inflexible thinking and difficulty engaging the L-FPN executive control systems in the service of emotion regulation90.”
From Cognitive and behavioural flexibility: Neural mechanisms and clinical considerations (2021) · cites this paper as [90]
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
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2013) · doi:10.1176/appi.books.9780890425596 · Cited by 116,369 · see citing works
An Integrative Theory of Prefrontal Cortex Function
Miller, E. K., & Cohen, J. D. (2001) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.24.1.167 · Cited by 12,803 · see citing works
A default mode of brain function
Raichle, M. E., MacLeod, A. M., Snyder, A. Z., Powers, W. J., Gusnard, D. A., & Shulman, G. L. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.98.2.676 · Cited by 12,190 · see citing works
Functional connectivity in the motor cortex of resting human brain using echo‐planar mri
Biswal, B., Zerrin Yetkin, F., Haughton, V. M., & Hyde, J. S. (1995) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910340409 · Cited by 9,812 · see citing works
The human brain is intrinsically organized into dynamic, anticorrelated functional networks
Fox, M. D., Snyder, A. Z., Vincent, J. L., Corbetta, M., Van Essen, D. C., & Raichle, M. E. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0504136102 · Cited by 8,553 · see citing works
Dissociable intrinsic connectivity networks for salience processing and executive control
Seeley, W. W., Menon, V., Schatzberg, A. F., Keller, J., Glover, G. H., Kenna, H., Reiss, A. L., & Greicius, M. D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.5587-06.2007 · Cited by 7,426 · see citing works
Emotion-regulation strategies across psychopathology: A meta-analytic review
Aldao, A., Nolen-Hoeksema, S., & Schweizer, S. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2009.11.004 · Cited by 6,686 · see citing works
Nolen-Hoeksema, S., Wisco, B. E., & Lyubomirsky, S. (2008) · Perspectives on Psychological Science · doi:10.1111/j.1745-6924.2008.00088.x · Cited by 5,172 · see citing works
Correspondence of the brain's functional architecture during activation and rest
Smith, S. M., Fox, P. T., Miller, K. L., Glahn, D. C., Fox, P. M., Mackay, C. E., Filippini, N., Watkins, K. E., Toro, R., Laird, A. R., et al. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0905267106 · Cited by 5,150 · see citing works
Development and validation of the Penn State Worry Questionnaire
Meyer, T. J., Miller, M. L., Metzger, R. L., & Borkovec, T. D. (1990) · Behaviour Research and Therapy · doi:10.1016/0005-7967(90)90135-6 · Cited by 5,099 · see citing works
Handbook of Emotion Regulation
Lambert, K. G. (2007) · JAMA · doi:10.1001/jama.298.15.1808 · Cited by 4,900 · see citing works
Responses to depression and their effects on the duration of depressive episodes
Nolen-Hoeksema, S. (1991) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.100.4.569 · Cited by 4,529 · see citing works
Consistent resting-state networks across healthy subjects
Damoiseaux, J. S., Rombouts, S. A. R. B., Barkhof, F., Scheltens, P., Stam, C. J., Smith, S. M., & Beckmann, C. F. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601417103 · Cited by 4,326 · see citing works
Large-scale brain networks and psychopathology: a unifying triple network model
Menon, V. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.08.003 · Cited by 4,168 · see citing works
Deep Brain Stimulation for Treatment-Resistant Depression
Mayberg, H. S., Lozano, A. M., Voon, V., McNeely, H. E., Seminowicz, D., Hamani, C., Schwalb, J. M., & Kennedy, S. H. (2005) · Neuron · doi:10.1016/j.neuron.2005.02.014 · Cited by 4,059 · see citing works
Rumination reconsidered: a psychometric analysis.
Treynor, W., Gonzalez, R., & Nolen-Hoeksema, S. (2003) · Cognitive Therapy and Research · doi:10.1023/a:1023910315561 · Cited by 3,808 · see citing works
Simonoff, E., Pickles, A., Charman, T., Chandler, S., Loucas, T., & Baird, G. (2008) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e318179964f · Cited by 3,399 · see citing works
Nolen-Hoeksema, S., & Morrow, J. (1991) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.61.1.115 · Cited by 3,276 · see citing works
Gusnard, D. A., Akbudak, E., Shulman, G. L., & Raichle, M. E. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.071043098 · Cited by 2,997 · see citing works
Sridharan, D., Levitin, D. J., & Menon, V. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0800005105 · Cited by 2,892 · see citing works
Di Martino, A., Yan, C.-G., Li, Q., Denio, E., Castellanos, F. X., Alaerts, K., Anderson, J. S., Assaf, M., Bookheimer, S. Y., Dapretto, M., et al. (2014) · Molecular Psychiatry · doi:10.1038/mp.2013.78 · Cited by 2,780 · see citing works
Self-citationLarge-scale neurocognitive networks and distributed processing for attention, language, and memory
Mesulam, M. (1990) · Annals of Neurology · doi:10.1002/ana.410280502 · Cited by 2,684 · see citing works
Wing, L., & Gould, J. (1979) · Journal of Autism and Developmental Disorders · doi:10.1007/bf01531288 · Cited by 2,587 · cited 1× · see citing works
“There is considerable variability in the presence, expression, and impairment caused by symptoms of autism, as well as symptoms of depression and anxiety in ASD (Kerns et al., 2014; Wing & Gould, 1979).”
BackgroundConstructive and unconstructive repetitive thought
Watkins, E. R. (2008) · Psychological Bulletin · doi:10.1037/0033-2909.134.2.163 · Cited by 2,421 · see citing works
Cognition and Depression: Current Status and Future Directions
Gotlib, I. H., & Joormann, J. (2010) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.121208.131305 · Cited by 2,420 · see citing works
Mayberg, H. S., Liotti, M., Brannan, S. K., McGinnis, S., Mahurin, R. K., Jerabek, P. A., Silva, J. A., Tekell, J. L., Martin, C. C., Lancaster, J. L., et al. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.5.675 · Cited by 2,416 · see citing works
Assessment and Development of Executive Function (EF) During Childhood
Anderson, P. (2002) · Child Neuropsychology · doi:10.1076/chin.8.2.71.8724 · Cited by 2,218 · cited 2× · see citing works
“, middle childhood) when an individual’s sense of self becomes highly influenced by feedback from social encounters, and when cognitive flexibility reaches mature levels (Anderson, 2002).”
BackgroundSpreng, R. N., Mar, R. A., & Kim, A. S. N. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2008.21029 · Cited by 2,143 · see citing works
Salience processing and insular cortical function and dysfunction
Uddin, L. Q. (2015) · Nature Reviews Neuroscience · doi:10.1038/nrn3857 · Cited by 2,083 · see citing works
Self-citationChristensen, D. L., Baio, J., Braun, K. V. N., Bilder, D., Charles, J., Constantino, J. N., Daniels, J., Durkin, M. S., Fitzgerald, R. T., Kurzius-Spencer, M., et al. (2016) · MMWR. Surveillance Summaries · doi:10.15585/mmwr.ss6503a1 · Cited by 1,964 · see citing works
Snyder, H. R. (2013) · Psychological Bulletin · doi:10.1037/a0028727 · Cited by 1,667 · see citing works
Finding the self? An event-related fMRI study
Kelley, W. M., Macrae, C. N., Wyland, C. L., Caglar, S., Inati, S., & Heatherton, T. F. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/08989290260138672 · Cited by 1,606 · cited 1× · see citing works
“Currently, most studies of the neural basis for RNT have focused on connectivity within the default mode network due to its involvement in self-focused thought (Kelley et al., 2002; Murray, Schaer, & Debbané, 2012).”
BackgroundBattle, D. E. (2013) · CoDAS · doi:10.1590/s2317-17822013000200017 · Cited by 1,569 · see citing works
Gender differences in depression
Nolen-Hoeksema, S. (2001) · Current Directions in Psychological Science · doi:10.1111/1467-8721.00142 · Cited by 1,474 · see citing works
The NIMH Research Domain Criteria (RDoC) Project: Precision Medicine for Psychiatry
Insel, T. R. (2014) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2014.14020138 · Cited by 1,472 · see citing works
Anxiety in children and adolescents with autism spectrum disorders
White, S. W., Oswald, D., Ollendick, T., & Scahill, L. (2009) · Clinical Psychology Review · doi:10.1016/j.cpr.2009.01.003 · Cited by 1,427 · see citing works
Repetitive Negative Thinking as a Transdiagnostic Process
Ehring, T., & Watkins, E. R. (2008) · International Journal of Cognitive Therapy · doi:10.1521/ijct.2008.1.3.192 · Cited by 1,172 · see citing works
American Journal of Psychiatry
Ketzenberger, K. E. (2014) · Encyclopedia of Special Education · doi:10.1002/9781118660584.ese0115 · Cited by 1,132 · see citing works
Demystifying cognitive flexibility: Implications for clinical and developmental neuroscience
Dajani, D. R., & Uddin, L. Q. (2015) · Trends in Neurosciences · doi:10.1016/j.tins.2015.07.003 · Cited by 1,046 · see citing works
Self-citationSnyder, H. R., Miyake, A., & Hankin, B. L. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00328 · Cited by 946 · cited 2× · see citing works
“…case, connectivity within and between other networks in addition to the default mode network may contribute to RNT. Cognitive flexibility requires deployment of executive functions, such as inhibition of responses, sustained attention, and working memory (Dajani & Uddin, 2015; Snyder et al., 2015).”
BackgroundKoster, E. H. W., De Lissnyder, E., Derakshan, N., & De Raedt, R. (2011) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.08.005 · Cited by 916 · see citing works
Adolescents' Relationships with Peers
Brown, B. B. (2004) · doi:10.1002/9780471726746.ch12 · Cited by 913 · see citing works
Ehring, T., Zetsche, U., Weidacker, K., Wahl, K., Schönfeld, S., & Ehlers, A. (2011) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2010.12.003 · Cited by 888 · see citing works
Ehlers, S., Gillberg, C., & Wing, L. (1999) · Journal of Autism and Developmental Disorders · doi:10.1023/a:1023040610384 · Cited by 832 · see citing works
Hamilton, J. P., Furman, D. J., Chang, C., Thomason, M. E., Dennis, E., & Gotlib, I. H. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2011.02.003 · Cited by 823 · see citing works
Lam, K. S. L., & Aman, M. G. (2007) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-006-0213-z · Cited by 793 · see citing works
The NIMH research domain criteria initiative: Background, issues, and pragmatics
Kozak, M. J., & Cuthbert, B. N. (2016) · Psychophysiology · doi:10.1111/psyp.12518 · Cited by 655 · see citing works
Disentangling the heterogeneity of autism spectrum disorder through genetic findings
Jeste, S. S., & Geschwind, D. H. (2014) · Nature Reviews Neurology · doi:10.1038/nrneurol.2013.278 · Cited by 644 · see citing works
Salience Network–Based Classification and Prediction of Symptom Severity in Children With Autism
Uddin, L. Q., Supekar, K., Lynch, C. J., Khouzam, A., Phillips, J., Feinstein, C., Ryali, S., & Menon, V. (2013) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2013.104 · Cited by 621 · see citing works
Self-citationDepressive rumination : nature, theory and treatment
Papageorgiou, C., & Adrian Wells, A. (2004) · Wiley eBooks · Cited by 610 · see citing works
Lopez, B. R., Lincoln, A. J., Ozonoff, S., & Lai, Z. (2005) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-005-5035-x · Cited by 603 · see citing works
Reconceptualizing functional brain connectivity in autism from a developmental perspective
Uddin, L. Q., Supekar, K., & Menon, V. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00458 · Cited by 582 · see citing works
Self-citationAbnormalities of intrinsic functional connectivity in autism spectrum disorders
Monk, C. S., Peltier, S. J., Wiggins, J. L., Weng, S.-J., Carrasco, M., Risi, S., & Lord, C. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.04.069 · Cited by 578 · see citing works
Depression, rumination and the default network
Berman, M. G., Peltier, S., Nee, D. E., Kross, E., Deldin, P. J., & Jonides, J. (2011) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsq080 · Cited by 568 · see citing works
Anxiety in High-Functioning Children with Autism
Gillott, A., Furniss, F., & Walter, A. (2001) · Autism · doi:10.1177/1362361301005003005 · Cited by 562 · see citing works
Brain hyperconnectivity in children with autism and its links to social deficits
Supekar, K., Uddin, L. Q., Khouzam, A., Phillips, J., Gaillard, W. D., Kenworthy, L. E., Yerys, B. E., Vaidya, C. J., & Menon, V. (2013) · Cell Reports · doi:10.1016/j.celrep.2013.10.001 · Cited by 538 · see citing works
Self-citationCognitive complexity and cognitive flexibility
Scott, W. A. (1962) · Sociometry · doi:10.2307/2785779 · Cited by 533 · see citing works
Chronis-Tuscano, A., Degnan, K. A., Pine, D. S., Perez-Edgar, K., Henderson, H. A., Diaz, Y., Raggi, V. L., & Fox, N. A. (2009) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/chi.0b013e3181ae09df · Cited by 530 · see citing works
Social Skill Deficits and Anxiety in High-Functioning Adolescents With Autism Spectrum Disorders
Bellini, S. (2004) · Focus on Autism and Other Developmental Disabilities · doi:10.1177/10883576040190020201 · Cited by 524 · see citing works
The intrinsic functional organization of the brain is altered in autism
Kennedy, D. P., & Courchesne, E. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.10.052 · Cited by 495 · see citing works
McEvoy, P. M., Watson, H., Watkins, E. R., & Nathan, P. (2013) · Journal of Affective Disorders · doi:10.1016/j.jad.2013.06.014 · Cited by 492 · see citing works
Understanding brain networks and brain organization
Pessoa, L. (2014) · Physics of Life Reviews · doi:10.1016/j.plrev.2014.03.005 · Cited by 464 · cited 1× · see citing works
“Current conceptualizations of brain function contend that local and distal brain regions are functionally coupled, and operate within networks to achieve specific outcomes (Biswal, 526 Burrows et al. Zerrin Yetkin, Haughton, & Hyde, 1995; Damoiseaux et al., 2006; Pessoa, 2014; Smith et al., 2009).”
BackgroundMüller, R., Shih, P., Keehn, B., Deyoe, J. R., Leyden, K. M., & Shukla, D. K. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq296 · Cited by 450 · see citing works
Dynamic Resting-State Functional Connectivity in Major Depression
Kaiser, R. H., Whitfield-Gabrieli, S., Dillon, D. G., Goer, F., Beltzer, M., Minkel, J., Smoski, M., Dichter, G., & Pizzagalli, D. A. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2015.352 · Cited by 438 · see citing works
Functional Specialization and Flexibility in Human Association Cortex
Yeo, B. T. T., Krienen, F. M., Eickhoff, S. B., Yaakub, S. N., Fox, P. T., Buckner, R. L., Asplund, C. L., & Chee, M. W. L. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhu217 · Cited by 437 · see citing works
The anterior insula in autism: Under-connected and under-examined
Uddin, L. Q., & Menon, V. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.06.002 · Cited by 424 · see citing works
Self-citationThe idiosyncratic brain: distortion of spontaneous connectivity patterns in autism spectrum disorder
Hahamy, A., Behrmann, M., & Malach, R. (2015) · Nature Neuroscience · doi:10.1038/nn.3919 · Cited by 416 · see citing works
Traditional and atypical presentations of anxiety in youth with autism spectrum disorder
Kerns, C. M., Kendall, P. C., Berry, L., Souders, M. C., Franklin, M. E., Schultz, R. T., Miller, J., & Herrington, J. (2014) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-014-2141-7 · Cited by 405 · see citing works
Boulter, C., Freeston, M., South, M., & Rodgers, J. (2014) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-013-2001-x · Cited by 401 · see citing works
Bullying Among Adolescents With Autism Spectrum Disorders: Prevalence and Perception
van Roekel, E., Scholte, R. H. J., & Didden, R. (2009) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-009-0832-2 · Cited by 369 · see citing works
Self-referential processing, rumination, and cortical midline structures in major depression
Nejad, A. B., Fossati, P., & Lemogne, C. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00666 · Cited by 366 · see citing works
Are worry, rumination, and post-event processing one and the same?
McEvoy, P. M., Mahoney, A. E. J., & Moulds, M. L. (2010) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2010.03.008 · Cited by 360 · see citing works
Lynch, C. J., Uddin, L. Q., Supekar, K., Khouzam, A., Phillips, J. M., & Menon, V. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.12.013 · Cited by 357 · see citing works
Self-citationConnolly, C. G., Wu, J., Ho, T. C., Hoeft, F., Wolkowitz, O., Eisendrath, S., Frank, G., Hendren, R., Max, J. E., Paulus, M. P., et al. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.05.036 · Cited by 356 · see citing works
Wing, L. (1997) · The Lancet · doi:10.1016/s0140-6736(97)09218-0 · Cited by 332 · see citing works
(2007) · Cited by 320 · see citing works
Gotham, K., Brunwasser, S. M., & Lord, C. (2015) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2015.02.005 · Cited by 310 · see citing works
Functional brain imaging studies of youth depression: A systematic review
Kerestes, R., Davey, C. G., Stephanou, K., Whittle, S., & Harrison, B. J. (2013) · NeuroImage Clinical · doi:10.1016/j.nicl.2013.11.009 · Cited by 307 · see citing works
Murray, R., Schaer, M., & Debbané, M. (2012) · Neuroscience and Biobehavioral Reviews · doi:10.1016/j.neubiorev.2011.12.013 · Cited by 302 · see citing works
The Relationship Between Anxiety and Repetitive Behaviours in Autism Spectrum Disorder
Rodgers, J., Glod, M., Connolly, B., & McConachie, H. (2012) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-012-1531-y · Cited by 296 · see citing works
Developmental changes in large-scale network connectivity in autism
Nomi, J. S., & Uddin, L. Q. (2015) · NeuroImage: Clinical · doi:10.1016/j.nicl.2015.02.024 · Cited by 274 · see citing works
Self-citationWallace, G. L., Kenworthy, L., Pugliese, C. E., Popal, H. S., White, E. I., Brodsky, E., & Martin, A. (2016) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-015-2655-7 · Cited by 261 · see citing works
The Research Domain Criteria (RDoC): An analysis of methodological and conceptual challenges
Lilienfeld, S. O. (2014) · Behaviour Research and Therapy · doi:10.1016/j.brat.2014.07.019 · Cited by 248 · see citing works
Variables Associated with Anxiety and Depression in Children with Autism
Mayes, S. D., Calhoun, S. L., Murray, M. J., & Zahid, J. (2011) · Journal of Developmental and Physical Disabilities · doi:10.1007/s10882-011-9231-7 · Cited by 246 · see citing works
Psychiatric problems in individuals with autism, their parents and siblings
Lainhart, J. E. (1999) · International Review of Psychiatry · doi:10.1080/09540269974177 · Cited by 242 · see citing works
Temperament and its relationship to autistic symptoms in a high-risk infant sib cohort
Garon, N., Bryson, S. E., Zwaigenbaum, L., Smith, I. M., Brian, J., Roberts, W., & Szatmari, P. (2009) · Journal of Abnormal Child Psychology · doi:10.1007/s10802-008-9258-0 · Cited by 234 · see citing works
Mazefsky, C. A., Borue, X., Day, T. N., & Minshew, N. J. (2014) · Autism Research · doi:10.1002/aur.1366 · Cited by 230 · see citing works
Picci, G., & Scherf, K. S. (2014) · Clinical Psychological Science · doi:10.1177/2167702614540646 · Cited by 229 · see citing works
Friendship and Internalizing Symptoms Among Children and Adolescents with ASD
Mazurek, M. O., & Kanne, S. M. (2010) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-010-1014-y · Cited by 218 · see citing works
Anxiety and social worries in children with Asperger syndrome
Russell, E., Sofronoff, K., Russell, E., & Sofronoff, K. (2005) · Australian & New Zealand Journal of Psychiatry · doi:10.1080/j.1440-1614.2005.01637.x · Cited by 211 · see citing works
Modulation of Brain Resting-State Networks by Sad Mood Induction
Harrison, B. J., Pujol, J., Ortiz, H., Fornito, A., Pantelis, C., & Yücel, M. (2008) · PLoS ONE · doi:10.1371/journal.pone.0001794 · Cited by 206 · see citing works
Paulesu, E., Sambugaro, E., Torti, T., Danelli, L., Ferri, F., Scialfa, G., Sberna, M., Ruggiero, G. M., Bottini, G., & Sassaroli, S. (2009) · Psychological Medicine · doi:10.1017/s0033291709005649 · Cited by 193 · see citing works
Brief report: Cognitive flexibility in autism spectrum disorders: A quantitative review
Leung, R. C., & Zakzanis, K. K. (2014) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-014-2136-4 · Cited by 192 · cited 1× · see citing works
“There is also ample evidence for reduced cognitive flexibility across development in ASD, both in laboratory assessments (Lopez et al., 2005; Panerai et al., 2014) and on self- and parent-reports (Leung & Zakzanis, 2014).”
BackgroundDemeyer, I., Lissnyder, E. D., Koster, E. H. W., & Raedt, R. D. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2012.02.012 · Cited by 187 · see citing works
Lawson, R. A., Papadakis, A. A., Higginson, C. I., Barnett, J. E., Wills, M. C., Strang, J. F., Wallace, G. L., & Kenworthy, L. (2015) · Neuropsychology · doi:10.1037/neu0000145 · Cited by 169 · cited 1× · see citing works
“Specifically, cognitive inflexibility, and insistence on sameness have also been associated with elevated internalizing problems in ASD (Hollocks et al., 2014; Lawson et al., 2015; Rodgers, Glod, Connolly, & McConachie, 2012).”
BackgroundCognitive control moderates the association between stress and rumination
Lissnyder, E. D., Koster, E. H. W., Goubert, L., Onraedt, T., Vanderhasselt, M., & Raedt, R. D. (2011) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2011.07.004 · Cited by 164 · see citing works
Emotion regulation and internalizing symptoms in children with autism spectrum disorders
Rieffe, C., Oosterveld, P., Terwogt, M. M., Mootz, S., van Leeuwen, E., & Stockmann, L. (2011) · Autism · doi:10.1177/1362361310366571 · Cited by 164 · see citing works
Brain State Differentiation and Behavioral Inflexibility in Autism
Uddin, L. Q., Supekar, K., Lynch, C. J., Cheng, K. M., Odriozola, P., Barth, M. E., Phillips, J. M., Feinstein, C., Abrams, D. A., & Menon, V. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhu161 · Cited by 153 · see citing works
Self-citationHollocks, M. J., Jones, C. R. G., Pickles, A., Baird, G., Happé, F., Charman, T., & Simonoff, E. (2014) · Autism Research · doi:10.1002/aur.1361 · Cited by 150 · cited 3× · see citing works
“Several recent studies support this model, identifying independent links between negative self-views, cognitive flexibility, and increased rates of anxiety and depression in children, adolescents, and adults with ASD (Boulter, Freeston, South, & Rodgers, 2013; Hollocks et al., 2014; Wallace et al., 2016; Williamson, C…”
BackgroundResultGotham, K., Bishop, S. L., Brunwasser, S., & Lord, C. (2014) · Autism Research · doi:10.1002/aur.1377 · Cited by 149 · see citing works
The need for a broader approach to emotion regulation research in autism
Mazefsky, C. A., Pelphrey, K. A., & Dahl, R. E. (2012) · Child Development Perspectives · doi:10.1111/j.1750-8606.2011.00229.x · Cited by 146 · cited 1× · see citing works
“Due to the heterogeneity of interests of individuals with ASD, the content of negative thoughts may differ within and across individuals with the disorder (Lam & Aman, 2007; Mazefsky et al., 2012).”
BackgroundThe post-event processing questionnaire in a clinical sample with social phobia
McEvoy, P. M., & Kingsep, P. (2006) · Behaviour Research and Therapy · doi:10.1016/j.brat.2005.12.005 · Cited by 130 · see citing works
Moss, P., Howlin, P., Savage, S., Bolton, P., & Rutter, M. L. (2015) · Autism · doi:10.1177/1362361315585916 · Cited by 112 · 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
Crane, L., Goddard, L., & Pring, L. (2013) · Autism · doi:10.1177/1362361311418690 · Cited by 111 · see citing works
Depressive rumination: Investigating mechanisms to improve cognitive behavioural treatments
Watkins, E. R. (2009) · Cognitive Behaviour Therapy · doi:10.1080/16506070902980695 · Cited by 108 · see citing works
Worry and Rumination in Anorexia Nervosa
Startup, H. M., Lavender, A., Oldershaw, A., Stott, R. B., Tchanturia, K., Treasure, J. L., & Schmidt, U. H. (2012) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465812000847 · Cited by 106 · see citing works
Williamson, S., Craig, J., & Slinger, R. (2008) · Autism · doi:10.1177/1362361308091652 · Cited by 101 · see citing works
The neural correlates of worry in association with individual differences in neuroticism
Servaas, M. N., Riese, H., Ormel, J., & Aleman, A. (2014) · Human Brain Mapping · doi:10.1002/hbm.22476 · Cited by 96 · see citing works
Cognitive inflexibility and frontal–cortical activation in pediatric obsessive–compulsive disorder
Britton, J. C., Rauch, S. L., Rosso, I. M., Killgore, W. D. S., Price, L. M., Ragan, J., Chosak, A., Hezel, D. M., Pine, D. S., Leibenluft, E., et al. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2010.05.006 · Cited by 92 · see citing works
Does resting-state connectivity reflect depressive rumination? A tale of two analyses
Berman, M. G., Mišić, B., Buschkuehl, M., Kross, E. F., Deldin, P. J., Peltier, S., Churchill, N. W., Jaeggi, S. M., Vakorin, V. A., McIntosh, A. R., et al. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.09.027 · Cited by 90 · see citing works
An fMRI investigation of responses to peer rejection in adolescents with autism spectrum disorders
Masten, C. L., Colich, N. L., Rudie, J. D., Bookheimer, S., Eisenberger, N., & Dapretto, M. (2011) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2011.01.004 · Cited by 88 · see citing works
Validity of the Autism Spectrum Disorder-Comorbid for Children (ASD-CC)
Matson, J. L., LoVullo, S. V., Rivet, T. T., & Boisjoli, J. A. (2008) · Research in Autism · doi:10.1016/j.rasd.2008.08.002 · Cited by 83 · see citing works
Default Mode Hypoconnectivity Underlies a Sex-Related Autism Spectrum
Ypma, R. J. F., Moseley, R. L., Holt, R., Rughooputh, N., Floris, D. L., Chura, L. R., Spencer, M. D., Baron‐Cohen, S., Suckling, J., Bullmore, E. T., et al. (2016) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2016.04.006 · Cited by 82 · see citing works
The Modifier Model of Autism and Social Development in Higher Functioning Children
Mundy, P. C., Henderson, H. A., Inge, A. P., & Coman, D. C. (2007) · Research and Practice for Persons with Severe Disabilities · doi:10.2511/rpsd.32.2.124 · Cited by 77 · see citing works
Repetitive Negative Thinking: A Transdiagnostic Correlate of Affective Disorders
Arditte, K. A., Shaw, A. M., & Timpano, K. R. (2016) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2016.35.3.181 · Cited by 72 · see citing works
Self-citationPanerai, S., Tasca, D., Ferri, R., D’Arrigo, V. G., & Elia, M. (2014) · Psychiatry Journal · doi:10.1155/2014/941809 · Cited by 71 · see citing works
Worley, J. A., & Matson, J. L. (2010) · Research in Autism · doi:10.1016/j.rasd.2010.12.002 · Cited by 71 · see citing works
Rieffe, C. J., de Bruine, M., de Rooij, M., & Stockmann, L. (2014) · International Journal of Developmental Neuroscience · doi:10.1016/j.ijdevneu.2014.06.003 · Cited by 64 · see citing works
State sadness reduces neural sensitivity to nonrewards versus rewards
Foti, D., & Hajcak, G. (2010) · Neuroreport · doi:10.1097/wnr.0b013e3283356448 · Cited by 55 · see citing works
Self-generated thoughts and depression: from daydreaming to depressive symptoms
Marchetti, I., de Putte, E. V., & Koster, E. H. W. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00131 · Cited by 55 · see citing works
Burrows, C. A., Laird, A., & Uddin, L. (2016) · Developmental Science · doi:10.1111/desc.12400 · Cited by 50 · see citing works
Self-citationBijttebier, P., Raes, F., Vasey, M. W., Bastin, M., & Ehring, T. W. (2014) · Journal of Psychopathology and Behavioral Assessment · doi:10.1007/s10862-014-9446-x · Cited by 43 · see citing works
Pfeifer, J. H., Merchant, J. S., Colich, N. L., Hernandez, L. M., Rudie, J. D., & Dapretto, M. (2012) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-012-1563-3 · Cited by 41 · see citing works
Ruminative brooding is associated with salience network coherence in early pubertal youth
Ordaz, S. J., LeMoult, J., Colich, N. L., Prasad, G., Pollak, M., Popolizio, M., Price, A., Greicius, M. D., & Gotlib, I. H. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsw133 · Cited by 40 · see citing works
Burrows, C. A., Usher, L. V., Mundy, P. C., & Henderson, H. A. (2016) · Autism Research · doi:10.1002/aur.1727 · Cited by 39 · see citing works
Self-citationBurrows, C. A., Usher, L. V., Schwartz, C. B., Mundy, P. C., & Henderson, H. A. (2015) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-015-2653-9 · Cited by 33 · see citing works
Self-citationNovikova, S., Richman, D. M., Supekar, K., Barnard-Brak, L. M., & Hall, D. (2013) · International review of research in developmental disabilities · doi:10.1016/b978-0-12-407760-7.00003-7 · Cited by 31 · see citing works
Flagged first, then by citations
1 of the 130 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Arditte KA Shaw AM Timpano KT Repetitive negative thinking: A transdiagnostic correlate of depression and anxiety Journal of Social and Clinical Psychology 2016 35 3 181 201
Cited by
Sorted by citations
Cognitive and behavioural flexibility: Neural mechanisms and clinical considerations
Uddin, L. Q. (2021) · Nature Reviews Neuroscience · doi:10.1038/s41583-021-00428-w · Cited by 698 · see citing works
Self-citationCan't get it off my brain: Meta-analysis of neuroimaging studies on perseverative cognition.
Makovac, E., Fagioli, S., Rae, C., Critchley, H., & Ottaviani, C. (2019) · Psychiatry research. Neuroimaging · doi:10.1016/j.pscychresns.2019.111020 · Cited by 84 · see citing works
Lydon‐Staley, D. M., Kuehner, C., Zamoscik, V., Huffziger, S., Kirsch, P., & Bassett, D. S. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0560-0 · Cited by 106 · see citing works
Insular function in autism: Update and future directions in neuroimaging and interventions
Nomi, J. S., Molnar-Szakacs, I., & Uddin, L. Q. (2018) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2018.10.015 · Cited by 95 · see citing works
Self-citationSelective 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
Lin, Y., Callahan, C. P., & Moser, J. S. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.06.007 · Cited by 65 · see citing works
Insula-Retrosplenial Cortex Overconnectivity Increases Internalizing via Reduced Insight in Autism
Hogeveen, J., Krug, M. K., Elliott, M., & Solomon, M. (2018) · Biological Psychiatry · doi:10.1016/j.biopsych.2018.01.015 · Cited by 55 · see citing works
Atypical frontoamygdala functional connectivity in youth with autism
Odriozola, P., Dajani, D. R., Burrows, C. A., Gabard-Durnam, L. J., Goodman, E. S., Baez, A. C., Tottenham, N., Uddin, L. Q., & Gee, D. G. (2018) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2018.12.001 · Cited by 49 · see citing works
Self-citationYerys, B. E., Tunç, B., Satterthwaite, T. D., Antezana, L., Mosner, M. G., Bertollo, J. R., Guy, L., Schultz, R. T., & Herrington, J. D. (2019) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2018.12.012 · Cited by 49 · see citing works
Whole-Brain Functional Dynamics Track Depressive Symptom Severity
Goodman, Z. T., Bainter, S. A., Kornfeld, S., Chang, C., Nomi, J. S., & Uddin, L. Q. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhab047 · Cited by 45 · see citing works
Self-citationGotham, K. O., Siegle, G. J., Han, G. T., Tomarken, A. J., Crist, R. N., Simon, D. M., & Bodfish, J. W. (2018) · PLoS ONE · doi:10.1371/journal.pone.0200340 · Cited by 39 · see citing works
Yang, M., Cao, M., Chen, Y., Chen, Y., Fan, G., Li, C., Wang, J., & Liu, T. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2021.687288 · Cited by 39 · see citing works
Negative interpretation bias connects to real-world daily affect: A multistudy approach.
Puccetti, N. A., Villano, W. J., Stamatis, C. A., Hall, K. A. A., Torrez, V. F., Neta, M., Timpano, K. R., & Heller, A. S. (2023) · Journal of Experimental Psychology General · doi:10.1037/xge0001351 · Cited by 22 · see citing works
Self-citationYarger, H. A., & Redcay, E. (2020) · Development and Psychopathology · doi:10.1017/s095457942000084x · Cited by 21 · see citing works
McKenney, E. E., Brunwasser, S. M., Richards, J. K., Day, T. C., Kofner, B., McDonald, R. G., Williams, Z. J., Gillespie‐Lynch, K., Kang, E., Lerner, M. D., et al. (2023) · Autism in Adulthood · doi:10.1089/aut.2022.0078 · Cited by 19 · see citing works
A Computational Network Control Theory Analysis of Depression Symptoms
Kenett, Y. N., Beaty, R. E., & Medaglia, J. D. (2018) · Personality Neuroscience · doi:10.1017/pen.2018.15 · Cited by 15 · see citing works
Smith, T. F., Kaczorowski, J. A., & Acosta, M. T. (2020) · Child s Nervous System · doi:10.1007/s00381-020-04745-w · Cited by 14 · see citing works
van Oort, J., Tendolkar, I., Collard, R. M., Geurts, D. E. M., Vrijsen, J. N., Duyser, F. A., Kohn, N., Fernández, G., Schene, A. H., & van Eijndhoven, P. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.915316 · Cited by 13 · see citing works
Salience Network in Autism: preliminary results on functional connectivity analysis in resting state
Attanasio, M., Mazza, M., Donne, I. L., Nigri, A., & Valenti, M. (2024) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-024-01949-y · Cited by 10 · see citing works
Horibe, K., & Hasegawa, A. (2018) · Current Psychology · doi:10.1007/s12144-018-9853-3
Anxiety Sensitivity Domains are Differently Affected by Social and Non-social Autistic Traits
Baiano, C., Raimo, G., Zappullo, I., Cecere, R., Rauso, B., Positano, M., Conson, M., The LabNPEE Group, Aversana, L. D., Rosa, A. D., et al. (2021) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-021-05228-w · Cited by 11 · see citing works
Puccetti, N. A., Stamatis, C. A., Timpano, K. R., & Heller, A. S. (2024) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-024-01239-z · Cited by 11 · see citing works
Self-citationZappullo, I., Senese, V. P., Cecere, R., Raimo, G., Baiano, C., Lauro, A., & Conson, M. (2023) · Mindfulness · doi:10.1007/s12671-023-02116-5 · Cited by 7 · see citing works
Costache, M. E., Gioia, F., Vanello, N., Greco, A., Lefebvre, F., Capobianco, A., Weibel, S., & Weiner, L. (2024) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-024-06551-8 · Cited by 7 · see citing works
Hirata, R., Yoshimura, S., Kobayashi, K., Aki, M., Shibata, M., Ueno, T., Miyagi, T., Oishi, N., Murai, T., & Fujiwara, H. (2023) · Scientific Reports · doi:10.1038/s41598-023-47034-7 · Cited by 7 · see citing works
Thomas, H., Sirsikar, A., & Eigsti, I. (2024) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-023-06230-0 · Cited by 6 · see citing works
Burrows, C. A., Lasch, C., Gross, J., Girault, J. B., Rutsohn, J., Wolff, J. J., Swanson, M. R., Lee, C.-M., Dager, S. R., Cornea, E. A., et al. (2023) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2023.101333 · Cited by 7 · see citing works
Self-citationAntezana, L., Coffman, M. C., DiCriscio, A. S., & Richey, J. A. (2022) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2022.1057736 · Cited by 5 · see citing works
Türkel, N. N., Vurallı, D., Bolay, H., & Kuruoğlu, A. (2025) · Headache The Journal of Head and Face Pain · doi:10.1111/head.14945 · Cited by 3 · see citing works
Taraku, B., Nomi, J. S., Zavaliangos‐Petropulu, A., Al‐Sharif, N., Pfeiffer, P., Norris, V., Joshi, S. H., Espinoza, R. T., Uddin, L. Q., & Narr, K. L. (2025) · Imaging Neuroscience · doi:10.1162/imag.a.936 · Cited by 3 · see citing works
Self-citationKrug, M. K., Elliott, M., Gordon, A., Hogeveen, J., & Solomon, M. (2020) · Journal of Abnormal Psychology · doi:10.1037/abn0000527 · Cited by 3 · see citing works
Cook, N. E., Iverson, I. A., Maxwell, B., ZAFONTE, R. D., Berkner, P. D., & Iverson, G. L. (2023) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acad034 · Cited by 2 · see citing works
Depressive Symptoms in Autistic Youth with Anxiety Disorders
Greenberg, R. L., Guzick, A. G., Schneider, S. C., Weinzimmer, S. A., Kook, M., Garcia, A. B. P., & Storch, E. A. (2023) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000001223 · Cited by 2 · see citing works
Appel, J. E., Vrijsen, J. N., Marchetti, I., Becker, E. S., Collard, R. M., van Eijndhoven, P., Schene, A. H., & Tendolkar, I. (2021) · Psychosomatic Medicine · doi:10.1097/psy.0000000000001003 · Cited by 2 · see citing works
Türkel, N. N., Karaduran, M. C., & Koparal, B. (2025) · Research in Autism · doi:10.1016/j.reia.2025.202578 · Cited by 1 · see citing works
Hirata, R., Yoshimura, S., Kobayashi, K., Aki, M., Shibata, M., Ueno, T., Miyagi, T., Oishi, N., Murai, T., & Fujiwara, H. (2022) · Research Square · doi:10.21203/rs.3.rs-2373541/v1
Lund-Petersen, M., & Bertelsen, P. (2023) · Nordic Psychology · doi:10.1080/19012276.2023.2199135 · Cited by 1 · see citing works
Peleg, Y., Binya, Y. B., & Foley, G. M. (2024) · Elsevier eBooks · doi:10.1016/b978-0-443-27366-7.00004-3
Attentional Control in Co-Occurring Separation Anxiety Among Children With Autism Spectrum Disorder
Jeni, A., & SHARMA, P. H. R. (2026) · IGI Global eBooks · doi:10.4018/979-8-3373-7072-9.ch009
Greenstein, E., Lee, N., McQuaid, G. A., & Wallace, G. L. (2026) · Autism · doi:10.1177/13623613261466302
Izad, T., Bienstock, R., Knoll, H., Nazmifar, M., & Mohiyeddini, C. (2026) · Frontiers in Education · doi:10.3389/feduc.2026.1827975
Kartal, F., Teksin, G., Yarız, K., & Öztürk, H. M. (2026) · Behavioral Sciences · doi:10.3390/bs16101824
Sex differences in neuropsychological profiles of youth with autism spectrum disorder
Robbins, A. L., Preciado, C., & Demopoulos, C. (2026) · Child Neuropsychology · doi:10.1080/09297049.2026.2744722
- Authors
- Burrows, C. A., Timpano, K. R., & Uddin, L. Q.
- Affiliations
- University of Miami (US)
- Corresponding author
- Burrows, Catherine A.
- Venue
- Clinical Psychological Science
- Publisher
- SAGE Publications
- Published
- 2017-04-26
- Volume
- 5
- Issue
- 3
- Pages
- 522-536
- ISSN
- 2167-7026 (ISSN-L)
- 2167-7034
- PMC
- PMC5461967
- OpenAlex
- W2609527921
- Cited by
- 43
- References
- 130
- Citations by year
- 2026: 5 · 2025: 3 · 2024: 5 · 2023: 8 · 2022: 3 · 2021: 6 · 2020: 3 · 2019: 3 · 2018: 7
- FWCI
- 2.04
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Clinical Psychological Science (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- NARSAD
- International Society for Autism Research
- National Institute of Mental Health (K01MH092288, R01MH107549)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Keywords
- autism spectrum disorder, repetitive negative thinking, internalizing problems, depression, anxiety, comorbidities, self-referential processing, cognitive flexibility, default mode network, salience network, large-scale brain networks
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