Autonomic dysregulation and the Window of Tolerance model of the effects of complex emotional trauma
Abstract
This paper reviews the Window of Tolerance model of the long-term effects of the severe emotional trauma associated with childhood abuse, a model which can also be applied to adult trauma of sufficient severity to cause post-traumatic stress disorder, chronic dysthymic disorders and chronic anxiety disorders. Dysfunctional behaviours such as deliberate self-harm and substance abuse are seen as efforts to regulate an autonomic nervous system which is readily triggered into extreme states by reminders of the original traumatic events. While midbrain areas such as the periaqueductal gray mediate instant defence responses to traumatic events and their memory triggers it is proposed that ascending monoaminergic tracts are implicated in longer-term changes in mood and arousal. An imbalance of ascending dopaminergic tracts may drive rapid fluctuations in level of arousal and in the associated mood, drive and motivation. Animal models of depression frequently use traumatic experiences of pain, isolation or social defeat to induce changes in mesolimbic and mesocortical dopamine systems which may alter prefrontal cortical control of midbrain defence responses. A focus on the pharmacology of the Window of Tolerance could provide advances in drug treatments for promoting emotional regulation in those who are suffering from the chronic sequelae of traumatic experiences.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
These findings are in line with established research on relationships between altered or dissociative states of consciousness and a history of childhood trauma and/or current trauma symptoms.
“These findings are in line with established research on relationships between altered or dissociative states of consciousness and a history of childhood trauma and/or current trauma symptoms [27, 51–53].”
From Childhood trauma and subclinical PTSD symptoms predict adverse effects and worse outcomes across two mindfulness-based programs for active depression (2025) · cites this paper as [52]
The most common MRSE and negative valence MRAE experiences were perceptual hypersensitivity, vivid imagery and thoughts, somatosensory changes, traumatic reexperiencing, anxiety and panic, affective lability, and agitation-all forms of nervous system hyperarousal.
“The most common MRSE and negative valence MRAE experiences, as reported in detail in Britton, Lindahl [18], were perceptual hypersensitivity, vivid imagery and thoughts, somatosensory changes, traumatic reexperiencing, anxiety and panic, affective lability, and agitation–all forms of nervous system hyperarousal [52].”
From Childhood trauma and subclinical PTSD symptoms predict adverse effects and worse outcomes across two mindfulness-based programs for active depression (2025) · cites this paper as [52]
The window of tolerance model states that trauma, particularly prolonged childhood trauma, can result in high autonomic sensitivity towards stressors and an imbalance in the dopaminergic system associated with rapid, uncontrolled shifting between two distress dipoles.
“The window of tolerance model (Corrigan et al., 2011; Ogden et al., 2006; Siegel, 1999) states that trauma, particularly prolonged childhood trauma, can result in high autonomic sensitivity towards stressors and an imbalance in the dopaminergic system associated with rapid, uncontrolled shifting between two distress dipoles”
From Trauma-related dissociation and the autonomic nervous system: a systematic literature review of psychophysiological correlates of dissociative experiencing in PTSD patients (2022) · cites this paper as Corrigan et al., 2011
The window of tolerance represents a zone of psychological and autonomic flexibility: a balanced psychophysiological state allowing for flexible shifting, regulation, and integration of emotions.
“the window of tolerance represents a zone of psychological and autonomic flexibility: a balanced psychophysiological state allowing for flexible shifting, regulation, and integration of emotions, so they become tolerable.”
From Trauma-related dissociation and the autonomic nervous system: a systematic literature review of psychophysiological correlates of dissociative experiencing in PTSD patients (2022) · cites this paper as Corrigan et al., 2011
Emotion dysregulation is recognized as a core psychopathological factor in many psychological disorders such as borderline personality disorder, emotional trauma, ADHD, bipolar disorder, and anorexia and bulimia nervosa.
“Emotion dysregulation has been recognized as a core psychopathological factor in many other psychological disorders such as borderline personality disorder (BPD; Linehan, 1993; Schore, 2003), emotional trauma (Corrigan et al., 2011), attention deficit hyperactivity disorder (ADHD; Shaw et al., 2014), bipolar disorder (Van Rheenen et al., 2015), and anorexia and bulimia nervosa (Lavender et al., 2”
From Mindfulness and Emotion Regulation: Insights from Neurobiological, Psychological, and Clinical Studies (2017) · cites this paper as Corrigan et al., 2011
Cites
(1992) · Cited by 5,228 · see citing works
Ongur, D. (2000) · Cerebral Cortex · doi:10.1093/cercor/10.3.206 · Cited by 2,627 · see citing works
(1993) · Medical Entomology and Zoology · Cited by 2,491 · see citing works
THE AMYGDALA MODULATES THE CONSOLIDATION OF MEMORIES OF EMOTIONALLY AROUSING EXPERIENCES
McGaugh, J. L. (2004) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.27.070203.144157 · Cited by 2,296 · see citing works
Essential role of BDNF in the mesolimbic dopamine pathway in social defeat stress
Berton, O., McClung, C. A., DiLeone, R. J., Krishnan, V., Renthal, W., Russo, S. J., Graham, D., Tsankova, N. M., Bolanos, C. A., Rios, M., et al. (2006) · Science · doi:10.1126/science.1120972 · Cited by 2,129 · see citing works
Traumatic stress: the effects of overwhelming experience on mind, body, and society
(1996) · Choice Reviews Online · doi:10.5860/choice.34-2469 · Cited by 1,818 · see citing works
PORGES, S. W. (1995) · Psychophysiology · doi:10.1111/j.1469-8986.1995.tb01213.x · Cited by 1,624 · see citing works
Childhood trauma in borderline personality disorder.
Herman, J., Perry, J., & van der Kolk, B. A. (1989) · American Journal of Psychiatry · doi:10.1176/ajp.146.4.490 · Cited by 1,277 · see citing works
Menzies, L., Chamberlain, S. R., Laird, A. R., Thelen, S. M., Sahakian, B. J., & Bullmore, E. T. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.09.005 · Cited by 1,190 · see citing works
(2002) · Medical Entomology and Zoology · Cited by 1,161 · see citing works
Columnar organization in the midbrain periaqueductal gray: modules for emotional expression?
Bandler, R., & Shipley, M. T. (1994) · Trends in Neurosciences · doi:10.1016/0166-2236(94)90047-7 · Cited by 1,051 · see citing works
(2006) · Cited by 900 · see citing works
Fone, K. C. F., & Porkess, M. V. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.03.003 · Cited by 864 · see citing works
The Polyvagal Theory: phylogenetic contributions to social behavior
Porges, S. W. (2003) · Physiology & Behavior · doi:10.1016/s0031-9384(03)00156-2 · Cited by 848 · see citing works
Affect Dysregulation and Disorders of the Self
Schore, A. N. (2003) · Cited by 842 · see citing works
Critchley, H. D., Corfield, D. R., Chandler, M. P., Mathias, C. J., & Dolan, R. J. (2000) · The Journal of Physiology · doi:10.1111/j.1469-7793.2000.t01-1-00259.x · Cited by 757 · see citing works
Forebrain emotional asymmetry: a neuroanatomical basis?
Craig, A. D. (. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.10.005 · Cited by 626 · see citing works
Alcaro, A., Huber, R., & Panksepp, J. (2007) · Brain Research Reviews · doi:10.1016/j.brainresrev.2007.07.014 · Cited by 614 · see citing works
Mechanisms for selection of basic motor programs – roles for the striatum and pallidum
Grillner, S. E., Kotaleski, J. H., Ménard, A., SAITOH, K., & Wikström, M. A. (2005) · Trends in Neurosciences · doi:10.1016/j.tins.2005.05.004 · Cited by 592 · see citing works
Driessen, M., Herrmann, J., Stahl, K., Zwaan, M., Meier, S., Hill, A., Osterheider, M., & Petersen, D. (2000) · Archives of General Psychiatry · doi:10.1001/archpsyc.57.12.1115 · Cited by 562 · see citing works
Childhood sexual and physical abuse in adult patients with borderline personality disorder.
Ogata, S., Silk, K., Goodrich, S., Lohr, N., Westen, D., & Hill, E. M. (1990) · American Journal of Psychiatry · doi:10.1176/ajp.147.8.1008 · Cited by 529 · see citing works
(1999) · Cited by 501 · see citing works
Basic emotions are associated with distinct patterns of cardiorespiratory activity
Rainville, P., Bechara, A., Naqvi, N. H., & Damásio, A. R. (2006) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2005.10.024 · Cited by 499 · see citing works
Tidey, J. W., & Miczek, K. A. (1996) · Brain Research · doi:10.1016/0006-8993(96)00159-x · Cited by 496 · see citing works
Nagai, Y., Critchley, H., Featherstone, E., Trimble, M., & Dolan, R. J. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.01.019 · Cited by 465 · see citing works
Childhood experiences of borderline patients
Zanarini, M. C., Gunderson, J. G., Marino, M. F., Schwartz, E. O., & Frankenburg, F. R. (1989) · Comprehensive Psychiatry · doi:10.1016/0010-440x(89)90114-4 · Cited by 447 · see citing works
Synaptic Self: How our Brains Become who we Are
Warren, J. D. (2002) · Journal of the Royal Society of Medicine · doi:10.1177/014107680209500717 · Cited by 424 · see citing works
Subcortical loops through the basal ganglia
McHaffie, J. G., Stanford, T. R., Stein, B. E., Coizet, V., & Redgrave, P. (2005) · Trends in Neurosciences · doi:10.1016/j.tins.2005.06.006 · Cited by 419 · see citing works
van der Kolk, & Bessel, A. (1996) · Cited by 330 · see citing works
The Primate Thalamus Is a Key Target for Brain Dopamine
García‐Cabezas, M. Á., García‐Cabezas, M. Á., Rico, B., & Cavada, C. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.0968-05.2005 · Cited by 320 · see citing works
Reynolds, S. M., & Berridge, K. C. (2008) · Nature Neuroscience · doi:10.1038/nn2061 · Cited by 244 · see citing works
Ventral medial prefrontal cortex and cardiovagal control in conscious humans
Wong, S. W., Massé, N., Kimmerly, D. S., Menon, R. S., & Shoemaker, J. K. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.12.027 · Cited by 233 · see citing works
Brandão, M. L., Zanoveli, J. M., Ruiz-Martinez, R. C., Oliveira, L. C., & Landeira-Fernández, J. (2007) · Behavioural Brain Research · doi:10.1016/j.bbr.2007.10.018 · Cited by 232 · see citing works
(2006) · Cited by 211 · see citing works
"Scared Stiff": Catatonia as an Evolutionary-Based Fear Response.
Moskowitz, A. K. (2004) · Psychological Review · doi:10.1037/0033-295x.111.4.984 · Cited by 207 · see citing works
Sailer, U., Robinson, S., Fischmeister, F. P. S., König, D., Oppenauer, C., Lueger-Schuster, B., Moser, E., Kryspin-Exner, I., & Bauer, H. (2008) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2008.05.022 · Cited by 201 · see citing works
Borderline personality disorder and emotion regulation: Insights from the Polyvagal Theory
Austin, M. A., Riniolo, T. C., & Porges, S. W. (2007) · Brain and Cognition · doi:10.1016/j.bandc.2006.05.007 · Cited by 183 · see citing works
King, D. E., Zigmond, M. J., & Finlay, J. M. (1997) · Neuroscience · doi:10.1016/s0306-4522(96)00421-6 · Cited by 168 · see citing works
Heidt, J. M., Marx, B. P., & Forsyth, J. P. (2004) · Behaviour Research and Therapy · doi:10.1016/j.brat.2004.08.005 · Cited by 168 · see citing works
Del Arco, A., & Mora, F. (2008) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2008.04.011 · Cited by 163 · see citing works
Childhood trauma and obsessive-compulsive symptoms
Mathews, C. A., Kaur, N., & Stein, M. B. (2007) · Depression and Anxiety · doi:10.1002/da.20316 · Cited by 161 · see citing works
Fiszman, A., Mendlowicz, M. V., Marques‐Portella, C., Volchan, E., Coutinho, E. S. F., de Souza, W. F., Rocha, V., Lima, A. A., Salomão, F. P., Mari, J. D. J., et al. (2007) · Journal of Affective Disorders · doi:10.1016/j.jad.2007.07.015 · Cited by 113 · see citing works
Terzian, A. L. B., de Aguiar, D. C., Guimarães, F. S., & Moreira, F. A. (2008) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2008.11.004 · Cited by 111 · see citing works
Bovin, M. J., Jager‐Hyman, S., Gold, S. D., Marx, B. P., & Sloan, D. M. (2008) · Journal of Traumatic Stress · doi:10.1002/jts.20354 · Cited by 107 · see citing works
Healing the heart of trauma and dissociation with EMDR and ego state therapy.
Forgash, C. A., & Copeley, M. (2008) · Cited by 95 · see citing works
Mizoguchi, K., Shoji, H., Ikeda, R., Tanaka, Y., & Tabira, T. (2008) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2008.07.002 · Cited by 89 · see citing works
Kishimoto, K., Koyama, S., & Akaike, N. (2001) · Neuropharmacology · doi:10.1016/s0028-3908(01)00100-9 · Cited by 83 · see citing works
Kroes, R. A., Burgdorf, J. S., Otto, N. J., Panksepp, J., & Moskal, J. R. (2007) · Behavioural Brain Research · doi:10.1016/j.bbr.2007.03.022 · Cited by 80 · see citing works
Leite-Panissi, C. R. A., Coimbra, N. C., & Menescal-de-Oliveira, L. (2003) · Brain Research Bulletin · doi:10.1016/s0361-9230(03)00031-5 · Cited by 75 · see citing works
Bhatt, S., Bhatt, R., Zalcman, S. S., & Siegel, A. (2007) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2007.07.011 · Cited by 55 · see citing works
Volume of discrete brain structures in complex dissociative disorders: preliminary findings
Ehling, T., Nijenhuis, E. R. S., & Krikke, A. P. (2007) · Progress in Brain Research · doi:10.1016/s0079-6123(07)67029-0 · Cited by 52 · see citing works
Cingulothalamic and Prefrontal Control of Autonomic Function
Buchanan, S. L., & Powell, D. A. (1993) · Birkhäuser Boston eBooks · doi:10.1007/978-1-4899-6704-6_14 · Cited by 51 · see citing works
EMDR solutions: Pathways to healing.
Shapiro, R. (2005) · W W Norton & Co eBooks · Cited by 50 · see citing works
Martinez, R. C. R., de Oliveira, A. R., & Brandão, M. L. (2007) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2007.02.015 · Cited by 42 · see citing works
The centrecephalon and thalamocortical integration
Watt, D. F. (2000) · Consciousness & Emotion · doi:10.1075/ce.1.1.06wat · Cited by 41 · see citing works
Huo, F., Qu, C., Li, Y.-Q., et al. (2008) · Pain · doi:10.1016/j.pain.2008.05.013 · Cited by 41 · see citing works
de Menezes, R. C. A., Zaretsky, D. V., Fontes, M. A. P., & DiMicco, J. A. (2006) · Brain Research · doi:10.1016/j.brainres.2006.03.080 · Cited by 40 · see citing works
Reimer, A. E., de Oliveira, A. R., & Brandão, M. L. (2008) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2008.03.011 · Cited by 40 · see citing works
Borelli, K. G., & Brandão, M. L. (2007) · Hormones and Behavior · doi:10.1016/j.yhbeh.2007.08.013 · Cited by 39 · see citing works
Hippocampal volumes and depression subtypes
Greenberg, D. L., Payne, M. E., MacFall, J. R., Steffens, D. C., & Krishnan, R. R. (2008) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2007.12.009 · Cited by 37 · see citing works
Effects of intra-PAG infusion of ovine CRF on defensive behaviors in Swiss-Webster mice
de Carvalho-Netto, E. F., Litvin, Y., Nunes‐de‐Souza, R. L., Blanchard, D. C., & Blanchard, R. J. (2006) · Behavioural Brain Research · doi:10.1016/j.bbr.2006.10.003 · Cited by 36 · see citing works
Zanoveli, J. M., Netto, C. F., & Brandão, M. L. (2007) · Experimental Neurology · doi:10.1016/j.expneurol.2007.08.007 · Cited by 32 · see citing works
Dazzi, L., Serra, M., Spiga, F., Pisu, M. G., Jentsch, D., & Biggio, G. (2001) · European Neuropsychopharmacology · doi:10.1016/s0924-977x(01)00105-5 · Cited by 30 · see citing works
Moraes, C. L. K., Bertoglio, L. J., & Carobrez, A. P. (2008) · Behavioural Brain Research · doi:10.1016/j.bbr.2008.07.005 · Cited by 27 · see citing works
Dazzi, L., Seu, E., Cherchi, G., & Biggio, G. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2003.11.020 · Cited by 18 · see citing works
EMDR Processing with Dissociative Clients: Adjunctive Use of Opioid Antagonists.
Lanius, U. F. (2005) · Cited by 2 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Guendelman, S., Medeiros, S., & Rampes, H. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00220 · Cited by 577 · see citing works
“…factor in many other psychological disorders such as borderline personality disorder (BPD; Linehan, 1993; Schore, 2003), emotional trauma (Corrigan et al., 2011), attention deficit hyperactivity disorder (ADHD; Shaw et al., 2014), bipolar disorder (Van Rheenen et al., 2015), and anorexia…”
BackgroundThe hierarchical basis of neurovisceral integration
Smith, R., Thayer, J. F., Khalsa, S. S., & Lane, R. D. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.02.003 · Cited by 523 · see citing works
Mindfulness and Behavior Change
Schuman-Olivier, Z., Trombka, M., Lovas, D. A., Brewer, J. A., Vago, D. R., Gawande, R., Dunne, J. P., Lazar, S. W., Loucks, E. B., & Fulwiler, C. (2020) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000277 · Cited by 435 · see citing works
Review of somatic symptoms in post-traumatic stress disorder
Gupta, M. A. (2013) · International Review of Psychiatry · doi:10.3109/09540261.2012.736367 · Cited by 286 · see citing works
Harricharan, S., Rabellino, D., Frewen, P. A., Densmore, M., Théberge, J., McKinnon, M. C., Schore, A. N., & Lanius, R. A. (2016) · Brain and Behavior · doi:10.1002/brb3.579 · Cited by 127 · see citing works
Harricharan, S., Nicholson, A. A., Thome, J., Densmore, M., McKinnon, M. C., Théberge, J., Frewen, P. A., Neufeld, R. W. J., & Lanius, R. A. (2020) · Psychophysiology · doi:10.1111/psyp.13472 · Cited by 94 · see citing works
The effects of trauma on brain and body: A unifying role for the midbrain periaqueductal gray
Terpou, B. A., Harricharan, S., McKinnon, M. C., Frewen, P., Jetly, R., & Lanius, R. A. (2019) · Journal of Neuroscience Research · doi:10.1002/jnr.24447 · Cited by 82 · see citing works
Beutler, S., Mertens, Y. L., Ladner, L., Schellong, J., Croy, I., & Daniels, J. K. (2022) · European Journal of Psychotraumatology · doi:10.1080/20008066.2022.2132599 · Cited by 64 · see citing works
MDMA and MDMA-assisted therapy
Wolfgang, A. S., Fonzo, G. A., Gray, J. C., Krystal, J. H., Grzenda, A., Widge, A. S., Kraguljac, N. V., McDonald, W. M., Rodriguez, C. I., & Nemeroff, C. B. (2025) · American Journal of Psychiatry · doi:10.1176/appi.ajp.20230681 · Cited by 62 · see citing works
Schäflein, E., Sattel, H., Schmidt, U., & Sack, M. (2018) · European Journal of Psychotraumatology · doi:10.1080/20008198.2018.1472991 · Cited by 28 · see citing works
Terpou, B. A., Densmore, M., Théberge, J., Thome, J., Frewen, P., McKinnon, M. C., & Lanius, R. A. (2019) · Chronic Stress · doi:10.1177/2470547019871369 · Cited by 26 · see citing works
Impact of warm mindfulness on emotion regulation: a randomized controlled effectiveness trial
Gawande, R., Smith, L., Comeau, A., Creedon, T. B., Wilson, C. L., Griswold, T., Cook, B. L., Loucks, E. B., & Schuman-Olivier, Z. (2023) · Health Psychology · doi:10.1037/hea0001303 · Cited by 24 · see citing works
Canby, N. K., Cosby, E. A., Palitsky, R., Kaplan, D. M., Lee, J., Mahdavi, G., Lopez, A. A., Goldman, R. E., Eichel, K., Lindahl, J. R., et al. (2025) · PLOS ONE · doi:10.1371/journal.pone.0318499 · Cited by 15 · see citing works
- Authors
- Corrigan, F., Fisher, J., & Nutt, D.
- Affiliations
- Argyll and Bute Hospital (GB)
- Center for Integrative Healing, Watertown, Massachusetts, USA.
- Department of Neuropsychopharmacology and Molecular Imaging, Imperial College, London, UK.
- Corresponding author
- Corrigan, FM
- Venue
- Journal of Psychopharmacology
- Publisher
- SAGE Publications
- Published
- 2010-01-21
- Volume
- 25
- Issue
- 1
- Pages
- 17-25
- ISSN
- 0269-8811 (ISSN-L)
- 1461-7285
- OpenAlex
- W2132653311
- Cited by
- 195
- References
- 66
- Citations by year
- 2026: 19 · 2025: 52 · 2024: 16 · 2023: 24 · 2022: 13 · 2021: 14 · 2020: 8 · 2019: 12 · 2018: 5 · 2017: 5 · 2016: 4 · 2015: 8 · 2014: 4 · 2013: 6 · 2012: 5
- FWCI
- 0.51
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Psychopharmacology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Social Sciences › Psychology › Clinical Psychology › Child Abuse and Trauma
- Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
- Keywords
- window of tolerance, autonomic dysfunction, childhood abuse, post-traumatic stress disorder, self-harm, substance abuse, periaqueductal gray, dopaminergic system, mesolimbic dopamine system, mesocortical dopamine, social defeat, animal models of depression, emotion regulation, pharmacotherapy
- MeSH terms
- Adult, Affect, Animals, Arousal, Autonomic Nervous System, Child, Child Abuse, Cognition Disorders, Dangerous Behavior, Defense Mechanisms, Depressive Disorder, Disease Models, Animal, Dopamine, Humans, Periaqueductal Gray, Stress Disorders, Post-Traumatic, Sympathomimetics, Time Factors
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