Social cognition in aggressive offenders: impaired empathy, but intact theory of mind
Open accessAbstract
Aggressive, violent behaviour is a major burden and challenge for society. It has been linked to deficits in social understanding, but the evidence is inconsistent and the specifics of such deficits are unclear. Here, we investigated affective (empathy) and cognitive (Theory of Mind) routes to understanding other people in aggressive individuals. Twenty-nine men with a history of legally relevant aggressive behaviour (i.e. serious assault) and 32 control participants were tested using a social video task (EmpaToM) that differentiates empathy and Theory of Mind and completed questionnaires on aggression and alexithymia. Aggressive participants showed reduced empathic responses to emotional videos of others' suffering, which correlated with aggression severity. Theory of Mind performance, in contrast, was intact. A mediation analysis revealed that reduced empathy in aggressive men was mediated by alexithymia. These findings stress the importance of distinguishing between socio-affective and socio-cognitive deficits for understanding aggressive behaviour and thereby contribute to the development of more efficient treatments.
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?
Impairments in empathy or Theory of Mind have been associated with antisocial behavior, for instance hyperaggression.
“In contrast, impairments in empathy or ToM have been associated with antisocial behavior, for instance to hyperaggression [18,37,50].”
From On the interaction of social affect and cognition: empathy, compassion and theory of mind (2018) · cites this paper as [37]
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
Does the chimpanzee have a theory of mind?
Premack, D., & Woodruff, G. (1978) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00076512 · Cited by 8,743 · see citing works
Buss, A. H., & Perry, M. (1992) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.63.3.452 · Cited by 4,693 · see citing works
Frith, C., & Frith, U. (2005) · Current Biology · doi:10.1016/j.cub.2005.08.041 · Cited by 3,494 · see citing works
Raine, A., Dodge, K., Loeber, R., Gatzke‐Kopp, L., Lynam, D., Reynolds, C., Stouthamer‐Loeber, M., & Liu, J. (2006) · Aggressive Behavior · doi:10.1002/ab.20115 · Cited by 1,652 · see citing works
Battle, D. E. (2013) · CoDAS · doi:10.1590/s2317-17822013000200017 · Cited by 1,569 · see citing works
Psychopathy as a Clinical and Empirical Construct
Hare, R. D., & Neumann, C. S. (2007) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.3.022806.091452 · Cited by 1,449 · see citing works
Contemporary Approaches to Assessing Mediation in Communication Research
Preacher, K. J., & Hayes, A. F. (2008) · Sage eBooks · doi:10.4135/9781452272054.n2 · Cited by 1,346 · see citing works
The relation of empathy to aggressive and externalizing/antisocial behavior.
Miller, P. A., & Eisenberg, N. (1988) · Psychological Bulletin · doi:10.1037/0033-2909.103.3.324 · Cited by 1,130 · see citing works
Demmel, R. (1999) · Zeitschrift für Klinische Psychologie und Psychotherapie · doi:10.1026//0084-5345.28.1.68 · Cited by 1,010 · see citing works
Bernhardt, B. C., & Singer, T. (2012) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-062111-150536 · Cited by 952 · see citing works
Self-citationDziobek, I., Rogers, K., Fleck, S., Bahnemann, M., Heekeren, H. R., Wolf, O. T., & Convit, A. (2008) · Journal of Autism and Developmental Disorders · doi:10.1007/s10803-007-0486-x · Cited by 951 · see citing works
Empathy and offending: A systematic review and meta-analysis
Jolliffe, D., & Farrington, D. P. (2003) · Aggression and Violent Behavior · doi:10.1016/j.avb.2003.03.001 · Cited by 945 · see citing works
Is it time to pull the plug on hostile versus instrumental aggression dichotomy?
Bushman, B. J., & Anderson, C. A. (2001) · Psychological Review · doi:10.1037/0033-295x.108.1.273 · Cited by 918 · see citing works
Yang, Y., & Raine, A. (2009) · Psychiatry Research: Neuroimaging · doi:10.1016/j.pscychresns.2009.03.012 · Cited by 888 · see citing works
Eisenberg, N., Eggum, N. D., & Giunta, L. D. (2010) · Social Issues and Policy Review · doi:10.1111/j.1751-2409.2010.01020.x · Cited by 714 · see citing works
Empathic brain responses in insula are modulated by levels of alexithymia but not autism
Bird, G., Silani, G., Brindley, R., White, S., Frith, U., & Singer, T. (2010) · Brain · doi:10.1093/brain/awq060 · Cited by 655 · see citing works
Self-citationCompassion training alters altruism and neural responses to suffering.
Weng, H. Y., Fox, A. S., Shackman, A. J., Stodola, D. E., Caldwell, J. Z. K., Olson, M. C., Rogers, G. M., & Davidson, R. J. (2013) · Psychological Science · doi:10.1177/0956797612469537 · Cited by 602 · see citing works
Emotion regulation and aggression
Roberton, T., Daffern, M., & Bucks, R. S. (2011) · Aggression and Violent Behavior · doi:10.1016/j.avb.2011.09.006 · Cited by 599 · see citing works
Short-term and Long-term Effects of Violent Media on Aggression in Children and Adults
Bushman, B. J., & Huesmann, L. R. (2006) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.160.4.348 · Cited by 573 · see citing works
The general aggression model: theoretical extensions to violence
DeWall, C. N., Anderson, C. A., & Bushman, B. J. (2011) · Psychology of Violence · doi:10.1037/a0023842 · Cited by 567 · see citing works
An fMRI investigation of empathy for ‘social pain’ and subsequent prosocial behavior
Masten, C. L., Morelli, S. A., & Eisenberger, N. I. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.11.060 · Cited by 492 · see citing works
Short-term compassion training increases prosocial behavior in a newly developed prosocial game
Leiberg, S., Klimecki, O., & Singer, T. (2011) · PLoS ONE · doi:10.1371/journal.pone.0017798 · Cited by 442 · see citing works
Self-citationKanske, P., Böckler, A., Trautwein, F.-M., & Singer, T. (2015) · NeuroImage · doi:10.1016/j.neuroimage.2015.07.082 · Cited by 421 · see citing works
Self-citationApplying a cognitive neuroscience perspective to the disorder of psychopathy
Blair, R. J. (2005) · Development and Psychopathology · doi:10.1017/s0954579405050418 · Cited by 418 · see citing works
Jonason, P. K., & Krause, L. (2013) · Personality and Individual Differences · doi:10.1016/j.paid.2013.04.027 · Cited by 399 · see citing works
Impaired self-awareness and theory of mind: An fMRI study of mentalizing in alexithymia
Moriguchi, Y., Ohnishi, T., Lane, R. D., Maeda, M., Mori, T., Nemoto, K., Matsuda, H., & Komaki, G. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.04.186 · Cited by 397 · see citing works
Theory of mind and psychopathy: can psychopathic individuals read the ‘language of the eyes’?
Richell, R. A., Mitchell, D. G. V., Newman, C. G. J., Leonard, A., Baron‐Cohen, S., & Blair, J. (2003) · Neuropsychologia · doi:10.1016/s0028-3932(02)00175-6 · Cited by 378 · see citing works
Understanding the Social Costs of Narcissism: The Case of the Tragedy of the Commons
Campbell, W. K., Bush, C. P., Brunell, A. B., & Shelton, J. (2005) · Personality and Social Psychology Bulletin · doi:10.1177/0146167205274855 · Cited by 370 · see citing works
Gohm, C. L., & Clore, G. L. (2002) · Cognition & Emotion · doi:10.1080/02699930143000374 · Cited by 358 · see citing works
The (non)relation between empathy and aggression: Surprising results from a meta-analysis.
Vachon, D. D., Lynam, D. R., & Johnson, J. A. (2013) · Psychological Bulletin · doi:10.1037/a0035236 · Cited by 336 · see citing works
Social intelligence − empathy = aggression?
Björkqvist, K., Österman, K., & Kaukiainen, A. (2000) · Aggression and Violent Behavior · doi:10.1016/s1359-1789(98)00029-9 · Cited by 316 · see citing works
The neural components of empathy: Predicting daily prosocial behavior
Morelli, S. A., Rameson, L. T., & Lieberman, M. D. (2012) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nss088 · Cited by 316 · see citing works
Tusche, A., Böckler, A., Kanske, P., Trautwein, F.-M., & Singer, T. (2016) · The Journal of Neuroscience · doi:10.1523/jneurosci.3392-15.2016 · Cited by 309 · see citing works
Self-citationLack of empathy in patients with narcissistic personality disorder
Ritter, K., Dziobek, I., Preißler, S., Rüter, A., Vater, A., Fydrich, T., Lammers, C.-H., Heekeren, H. R., & Roepke, S. (2011) · Psychiatry Research · doi:10.1016/j.psychres.2010.09.013 · Cited by 287 · see citing works
Dolan, M., & Fullam, R. S. (2004) · Psychological Medicine · doi:10.1017/s0033291704002028 · Cited by 273 · see citing works
Alexithymia in the interpersonal domain: A general deficit of empathy?
Grynberg, D., Luminet, O., Corneille, O., Grèzes, J., & Berthoz, S. (2010) · Personality and Individual Differences · doi:10.1016/j.paid.2010.07.013 · Cited by 260 · see citing works
Frith, U., & Happé, F. (2005) · Current Biology · doi:10.1016/j.cub.2005.09.033 · Cited by 245 · see citing works
Jensen‐Campbell, L. A., Knack, J. M., Waldrip, A. M., & Campbell, S. (2006) · Journal of Research in Personality · doi:10.1016/j.jrp.2006.05.001 · Cited by 232 · see citing works
Alexithymia, empathy, and psychological symptoms in a family context
Guttman, H. A., & Laporte, L. (2002) · Comprehensive Psychiatry · doi:10.1053/comp.2002.35905 · Cited by 230 · see citing works
Kanske, P., Böckler, A., Trautwein, F.-M., Parianen Lesemann, F. H., & Singer, T. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsw052 · Cited by 209 · see citing works
Self-citationStrukturiertes klinisches Interview für DSM-IV
Wittchen, H.-U. 1. (n.d.) · Cited by 207 · see citing works
Engen, H. G., & Singer, T. (2012) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2012.11.003 · Cited by 185 · see citing works
Self-citationLockwood, P. L., Bird, G., Bridge, M., & Viding, E. M. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00760 · Cited by 181 · see citing works
Primary empathy deficits in frontotemporal dementia
Báez, S., Manes, F. F., Huepe, D., Torralva, T., Fiorentino, N., Richter, F., Huepe-Artigas, D., Ferrari, J., Montañes, P., Reyes, P. A., et al. (2014) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2014.00262 · Cited by 166 · see citing works
Brook, M., & Kosson, D. S. (2013) · Journal of Abnormal Psychology · doi:10.1037/a0030261 · Cited by 157 · see citing works
Reduced empathic concern leads to utilitarian moral judgments in trait alexithymia
Patil, I., & Silani, G. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00501 · Cited by 156 · see citing works
Left frontotemporal hypoperfusion is associated with aggression in patients with dementia
Hirono, N., Mega, M. S., Dinov, I. D., Mishkin, F., & Cummings, J. L. (2000) · Archives of Neurology · doi:10.1001/archneur.57.6.861 · Cited by 153 · see citing works
Acquired Sociopathy and Frontotemporal Dementia
Mendez, M. F., Chen, A. K., Shapira, J. S., & Miller, B. L. (2005) · Dementia and Geriatric Cognitive Disorders · doi:10.1159/000086474 · Cited by 143 · see citing works
Taylor, G. J., Parker, J. D. A., & Bagby, R. M. (1999) · Journal of the American Academy of Psychoanalysis · doi:10.1521/jaap.1.1999.27.3.339 · Cited by 134 · see citing works
Self-related and motivational constructs as determinants of aggression.
von Collani, G., & Werner, R. (2004) · Personality and Individual Differences · doi:10.1016/j.paid.2004.09.027 · Cited by 125 · see citing works
Variants of psychopathy in adult male offenders: A latent profile analysis.
Mokros, A., Hare, R. D., Neumann, C. S., Santtila, P. O., Habermeyer, E., & Nitschke, J. (2015) · Journal of Abnormal Psychology · doi:10.1037/abn0000042 · Cited by 121 · see citing works
Socio-Cognitive Phenotypes Differentially Modulate Large-Scale Structural Covariance Networks
Valk, S. L., Bernhardt, B. C., Böckler, A., Trautwein, F., Kanske, P., & Singer, T. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhv319 · Cited by 109 · see citing works
Self-citationPatil, I., Melsbach, J., Hennig‐Fast, K., & Silani, G. (2016) · Scientific Reports · doi:10.1038/srep23637 · Cited by 101 · see citing works
Kosson, D. S., Lorenz, A. R., & Newman, J. P. (2006) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.115.4.798 · Cited by 97 · see citing works
Báez, S., Morales, J. P., Slachevsky, A., Torralva, T., Matus, C., Manes, F. F., & Ibáñez, A. M. (2015) · Cortex · doi:10.1016/j.cortex.2015.11.007 · Cited by 94 · see citing works
Empathic deficits and alexithymia in trauma‐related impulsive aggression
Teten, A. L., Miller, L. A., Bailey, S. D., Dunn, N. J., & Kent, T. A. (2008) · Behavioral Sciences & the Law · doi:10.1002/bsl.843 · Cited by 93 · see citing works
Aaron, R. V., Benson, T. L., & Park, S. (2015) · Personality and Individual Differences · doi:10.1016/j.paid.2014.12.032 · Cited by 83 · see citing works
Im, D. S. (2016) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000087 · Cited by 81 · see citing works
Lane, R. D., Hsu, C.-H., Locke, D. E. C., Ritenbaugh, C., & Stonnington, C. M. (2015) · Consciousness and Cognition · doi:10.1016/j.concog.2015.02.004 · Cited by 79 · see citing works
The Relation of Alexithymic Traits to Affective Theory of Mind
Demers, L. A., & Koven, N. S. (2015) · The American Journal of Psychology · doi:10.5406/amerjpsyc.128.1.0031 · Cited by 74 · see citing works
Models, Mechanisms and Moderators Dissociating Empathy and Theory of Mind
Kanske, P., Böckler, A., & Singer, T. (2015) · Current Topics in Behavioral Neurosciences · doi:10.1007/7854_2015_412 · Cited by 64 · see citing works
Self-citationThe false dichotomy between simulation and theory-theory: the argument's error
Mitchell, J. P. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.06.010 · Cited by 63 · see citing works
Empathic reactions of younger and older adults: No age related decline in affective responding
Hühnel, I., Fölster, M., Werheid, K., & Hess, U. (2014) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2013.09.011 · Cited by 61 · see citing works
Alexithymia increases moral acceptability of accidental harms
Patil, I., & Silani, G. (2014) · Journal of Cognitive Psychology · doi:10.1080/20445911.2014.929137 · Cited by 61 · see citing works
The Toronto Alexithymia Scale with incarcerated offenders
Kroner, D. G., & Forth, A. E. (1995) · Personality and Individual Differences · doi:10.1016/0191-8869(95)00116-n · Cited by 59 · see citing works
The impact of autism spectrum disorder and alexithymia on judgments of moral acceptability.
Brewer, R., Marsh, A. A., Catmur, C., Cardinale, E. M., Stoycos, S. A., Cook, R., & Bird, G. (2015) · Journal of Abnormal Psychology · doi:10.1037/abn0000076 · Cited by 57 · see citing works
Goldberg, B. R., Serper, M. R., Sheets, M., Beech, D., Dill, C. A., & Duffy, K. G. (2007) · The Journal of Nervous and Mental Disease · doi:10.1097/01.nmd.0000253748.47641.99 · Cited by 55 · see citing works
Violence is Rare in Autism: When It Does Occur, Is It Sometimes Extreme?
Allely, C. S., Wilson, P., Minnis, H., Thompson, L. C., Yaksic, E., & Gillberg, C. (2016) · The Journal of Psychology · doi:10.1080/00223980.2016.1175998 · Cited by 51 · see citing works
Protein structure: The primary substrate for memory
Friedrich, P. (1990) · Neuroscience · doi:10.1016/0306-4522(90)90115-k · Cited by 49 · see citing works
Guarding against hostile thoughts: Trait anger and the recruitment of cognitive control.
Wilkowski, B. M., & Robinson, M. D. (2008) · Emotion · doi:10.1037/1528-3542.8.4.578 · Cited by 47 · see citing works
González-Gadea, M. L., Herrera, E., Parra, M. A., Méndez, P. G., Báez, S., Manes, F. F., & Ibáñez, A. M. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00850 · Cited by 43 · see citing works
Seager, J. A. (2005) · Criminal Justice and Behavior · doi:10.1177/0093854804270625 · Cited by 42 · see citing works
Understanding criminal behavior: Empathic impairment in criminal offenders
Mariano, M., Pino, M. C., Peretti, S., Valenti, M., & Mazza, M. (2016) · Social Neuroscience · doi:10.1080/17470919.2016.1179670 · Cited by 42 · see citing works
De-escalation and limit-setting in forensic mental health units
Roberton, T., Daffern, M., Thomas, S. D. M., et al. (2012) · Journal of Forensic Nursing · doi:10.1111/j.1939-3938.2011.01125.x · Cited by 41 · see citing works
Social cognition, inhibition, and theory of mind: The evolution of human intelligence
Bjorklund, D. F., & Kipp, K. (2002) · Cited by 30 · see citing works
Konrath, S., Novin, S., & Li, T. (2012) · Personality and Individual Differences · doi:10.1016/j.paid.2012.04.004 · Cited by 28 · see citing works
Social Behavior from Rodents to Humans
Krach, S., & Wöhr, M. (2017) · Current topics in behavioral neurosciences · doi:10.1007/978-3-319-47429-8 · Cited by 28 · see citing works
Elevated moral condemnation of third-party violations in multiple sclerosis patients
Patil, I., Young, L., Sinay, V. J., & Gleichgerrcht, E. L. (2016) · Social Neuroscience · doi:10.1080/17470919.2016.1175380 · Cited by 25 · see citing works
Elevated moral condemnation of third-party violations in multiple sclerosis patientsPreprint
Patil, I., Young, L., Sinay, V. J., & Gleichgerrcht, E. L. (2017) · doi:10.31234/osf.io/4kbj7 · Cited by 2 · see citing works
Stanko, E. A. (1994) · Aggressive Behavior · doi:10.1002/1098-2337(1994)20:4 · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- [8]Geen, R. G. Human Aggression (Milton Keynes: Open University Press 2001).
- [68]Zillmann, D. Transfer of excitation in emotional behavior in Social psychophysiology: A sourcebook (eds Cacioppo, J. T. & Petty, R. E.) (Guilford Press, 1983).
- [78]Rengier, R. Strafrecht Besonderer Teil II. Delikte gegen die Personund die Allgemeinheit: Grundrisse des Rechts Vol. 16 (Beck, 2015).
- [87]Cohen, J. Statistical power analysis for the behavioral sciences Vol. 2 (Erlbaum, 1988).
Cited by
Sorted by citations
On the interaction of social affect and cognition: empathy, compassion and theory of mind
Preckel, K., Kanske, P., & Singer, T. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2017.07.010 · Cited by 348 · see citing works
Self-citationDifferential benefits of mental training types for attention, compassion, and theory of mind
Trautwein, F.-M., Kanske, P., Böckler, A., & Singer, T. (2020) · Cognition · doi:10.1016/j.cognition.2019.104039 · Cited by 139 · see citing works
Can neuroscience help to understand narcissism? A systematic review of an emerging field
Jauk, E., & Kanske, P. (2021) · Personality Neuroscience · doi:10.1017/pen.2021.1 · Cited by 66 · see citing works
Self-citationCortisol awakening response and testosterone jointly affect adolescents' theory of mind
Wang, H., Zhang, S., Wu, S., Qin, S., & Liu, C. (2022) · Hormones and Behavior · doi:10.1016/j.yhbeh.2022.105258 · Cited by 7 · see citing works
- Authors
- Winter, K., Spengler, S., Bermpohl, F., Singer, T., & Kanske, P.
- Affiliations
- Charité – Universitätsmedizin Berlin (DE)
- Max Planck Institute for Human Cognitive and Brain Sciences (DE)
- Corresponding author
- Kanske, Philipp
- Venue
- Scientific Reports
- Published
- 2017-04-06
- Volume
- 7
- Issue
- 1
- Pages
- 670-670
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC5429629
- OpenAlex
- W2597565683
- Cited by
- 143
- References
- 80
- Citations by year
- 2026: 6 · 2025: 12 · 2024: 17 · 2023: 21 · 2022: 13 · 2021: 27 · 2020: 23 · 2019: 14 · 2018: 5 · 2017: 5
- FWCI
- 15.90
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Scientific Reports (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Universitätsbibliothek der FU Berlin Hochschulschriftenstelle u. Dokumentenserver (publishedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Max Planck Digital Library (submittedVersion, other-oa)
- Refubium (Universitätsbibliothek der Freien Universität Berlin) (submittedVersion, cc-by)
- Refubium (Universitätsbibliothek der Freien Universität Berlin) (submittedVersion)
- Universitätsbibliothek der FU Berlin Hochschulschriftenstelle u. Dokumentenserver
- Funders
- Deutsche Forschungsgemeinschaft (DFG BE 2611/2-1)
- Bundesministerium für Bildung und Forschung (01KR1207C)
- Max-Planck-Gesellschaft
- Topics
- Social Sciences › Psychology › Clinical Psychology › Psychopathy, Forensic Psychiatry, Sexual Offending
- Social Sciences › Psychology › Social Psychology › Bullying, Victimization, and Aggression
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Keywords
- aggression, violent offenders, empathy, theory of mind, social cognition, alexithymia, assault, mediation
- MeSH terms
- Adult, Affective Symptoms, Aggression, Cognition, Empathy, Humans, Male, Surveys and Questionnaires, Social Behavior, Case-Control Studies, Theory of Mind, Self Report
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