Localized microstimulation of primate pregenual cingulate cortex induces negative decision-making
Open accessAbstract
The pregenual anterior cingulate cortex (pACC) has been implicated in human anxiety disorders and depression, but the circuit-level mechanisms underlying these disorders are unclear. In healthy individuals, the pACC is involved in cost-benefit evaluation. We developed a macaque version of an approach-avoidance decision task used to evaluate anxiety and depression in humans and, with multi-electrode recording and cortical microstimulation, we probed pACC function as monkeys performed this task. We found that the macaque pACC has an opponent process-like organization of neurons representing motivationally positive and negative subjective value. Spatial distribution of these two neuronal populations overlapped in the pACC, except in one subzone, where neurons with negative coding were more numerous. Notably, microstimulation in this subzone, but not elsewhere in the pACC, increased negative decision-making, and this negative biasing was blocked by anti-anxiety drug treatment. This cortical zone could be critical for regulating negative emotional valence and anxiety in decision-making.
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?
Altered action-outcome learning and expression could play an important role in modulating actions in response to varying reward and punishment in an approach-avoidance task, and hence underlie the reported negative biases.
“If these same regions also process action-outcome information in the punishment domain as suggested by [39], at least for pgACC, then altered action-outcome learning and expression could likely play an important role in modulating one's actions in response to varying reward and punishment in an approach-avoidance task, and hence underlie the reported negative biases.”
From Prefrontal cortex and depression (2022) · cites this paper as [39]
A region bordering area 32 within the pgACC of macaques is implicated in negative bias in decision making.
“A region bordering area 32 within the pgACC of macaques [39] has also been implicated in negative bias in decision making using a task subsequently adapted to assess negative biases in MDD [42].”
From Prefrontal cortex and depression (2022) · cites this paper as [39]
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
Cognitive and emotional influences in anterior cingulate cortex
Bush, G., Luu, P., & Posner, M. I. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01483-2 · Cited by 6,259 · 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
Conflict monitoring and anterior cingulate cortex: an update
Botvinick, M. M., Cohen, J. D., & Carter, C. S. (2004) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2004.10.003 · Cited by 3,623 · see citing works
The neural basis of loss aversion in decision-making under risk
Tom, S. M., Fox, C. R., Trepel, C., & Poldrack, R. A. (2007) · Science · doi:10.1126/science.1134239 · Cited by 1,733 · see citing works
Habits, Rituals, and the Evaluative Brain
Graybiel, A. M. (2008) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.29.051605.112851 · Cited by 1,697 · see citing works
Self-citationNeurons in the orbitofrontal cortex encode economic value
Padoa-Schioppa, C., & Assad, J. A. (2006) · Nature · doi:10.1038/nature04676 · Cited by 1,598 · see citing works
Etkin, A., Egner, T., Peraza, D. M., Kandel, E. R., & Hirsch, J. (2006) · Neuron · doi:10.1016/j.neuron.2006.07.029 · Cited by 1,360 · see citing works
Approach-avoidance motivation in personality: Approach and avoidance temperaments and goals.
Elliot, A. J., & Thrash, T. M. (2002) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.82.5.804 · Cited by 1,322 · see citing works
Lateral habenula as a source of negative reward signals in dopamine neurons
Matsumoto, M., & Hikosaka, O. (2007) · Nature · doi:10.1038/nature05860 · Cited by 1,292 · see citing works
Amygdala circuitry mediating reversible and bidirectional control of anxiety
Tye, K. M., Prakash, R., Kim, S.-Y., Fenno, L. E., Grosenick, L., Zarabi, H., Thompson, K. R., Gradinaru, V., Ramakrishnan, C., & Deisseroth, K. (2011) · Nature · doi:10.1038/nature09820 · Cited by 1,289 · see citing works
Approach-avoidance motivation in personality: Approach and avoidance temperaments and goals.
Elliot, A. J., & Thrash, T. M. (2002) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.82.5.804 · Cited by 1,259 · see citing works
Cingulate function in depression: a potential predictor of treatment response
Mayberg, H. S., Brannan, S. K., Mahurin, R. K., Jerabek, P. A., Brickman, J. S., Tekell, J. L., Silva, J. A., McGinnis, S., Glass, T. G., Martin, C. C., et al. (1997) · NeuroReport · doi:10.1097/00001756-199703030-00048 · Cited by 1,029 · see citing works
The neurobiology and control of anxious states
Millan, M. J. (2003) · Progress in Neurobiology · doi:10.1016/s0301-0082(03)00087-x · Cited by 963 · see citing works
Frontocingulate Dysfunction in Depression: Toward Biomarkers of Treatment Response
Pizzagalli, D. A. (2011) · Neuropsychopharmacology · doi:10.1038/npp.2010.166 · Cited by 945 · see citing works
The primate amygdala represents the positive and negative value of visual stimuli during learning
Paton, J. J., Belova, M. A., Morrison, S. E., & Salzman, C. D. (2006) · Nature · doi:10.1038/nature04490 · Cited by 917 · cited 1× · see citing works
“The ventral bank of the cingulate sulcus also shares connectivity patterns with the amygdala 21 , a brain region recognized as representing emotional valence 49, 50 .”
Cingulate cortex of the rhesus monkey: II. Cortical afferents
Vogt, B. A., & Pandya, D. N. (1987) · Journal of Comparative Neurology · doi:10.1002/cne.902620208 · Cited by 854 · see citing works
Ghashghaei, H. T., Hilgetag, C. C., & Barbas, H. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2006.09.046 · Cited by 845 · see citing works
A simple and reliable conflict procedure for testing anti-anxiety agents
Vogel, J. R., Beer, B., & Clody, D. E. (1971) · Psychopharmacology · doi:10.1007/bf00403989 · Cited by 844 · see citing works
Pizzagalli, D., Pascual-Marqui, R. D., Nitschke, J. B., Oakes, T. R., Larson, C. L., Abercrombie, H. C., Schaefer, S. M., Koger, J. V., Benca, R. M., & Davidson, R. J. (2001) · American Journal of Psychiatry · doi:10.1176/appi.ajp.158.3.405 · Cited by 630 · see citing works
Neurobiology of economic choice: a good-based model
Padoa-Schioppa, C. (2011) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-061010-113648 · Cited by 600 · see citing works
Performance monitoring by the anterior cingulate cortex during saccade countermanding
Ito, S., Stuphorn, V., Brown, J. W., & Schall, J. D. (2003) · Science · doi:10.1126/science.1087847 · Cited by 581 · see citing works
Effort-Based Cost–Benefit Valuation and the Human Brain
Croxson, P. L., Walton, M. E., O'Reilly, J. X., Behrens, T. E. J., & Rushworth, M. F. S. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.4515-08.2009 · Cited by 560 · see citing works
Flexible control of mutual inhibition: a neural model of two-interval discrimination
Machens, C. K., Romo, R., & Brody, C. D. (2005) · Science · doi:10.1126/science.1104171 · Cited by 535 · see citing works
Neural Representation of Subjective Value Under Risk and Ambiguity
Levy, I., Snell, J., Nelson, A. J., Rustichini, A., & Glimcher, P. W. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00853.2009 · Cited by 491 · see citing works
Avoidance and depression: the construction of the Cognitive–Behavioral Avoidance Scale
Ottenbreit, N. D., & Dobson, K. S. (2004) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(03)00140-2 · Cited by 457 · see citing works
Neurons in the frontal lobe encode the value of multiple decision variables
Kennerley, S. W., Dahmubed, A. F., Lara, A. H., & Wallis, J. D. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21100 · Cited by 453 · see citing works
Animal models for the study of anti-anxiety agents: A review
Treit, D. (1985) · Neuroscience & Biobehavioral Reviews · doi:10.1016/0149-7634(85)90046-6 · Cited by 449 · see citing works
Medial prefrontal cell activity signaling prediction errors of action values
Matsumoto, M., Matsumoto, K., Abe, H., & Tanaka, K. (2007) · Nature Neuroscience · doi:10.1038/nn1890 · Cited by 440 · see citing works
Highly restricted origin of prefrontal cortical inputs to striosomes in the macaque monkey
Eblen, F., & Graybiel, A. M. (1995) · Journal of Neuroscience · doi:10.1523/jneurosci.15-09-05999.1995 · Cited by 391 · see citing works
Self-citationError-related hyperactivity of the anterior cingulate cortex in obsessive-compulsive disorder
Fitzgerald, K. D., Welsh, R. C., Gehring, W. J., Abelson, J. L., Himle, J. A., Liberzon, I., & Taylor, S. F. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.10.038 · Cited by 378 · see citing works
Kasai, K., Yamasue, H., Gilbertson, M. W., Shenton, M. E., Rauch, S. L., & Pitman, R. K. (2007) · Biological Psychiatry · doi:10.1016/j.biopsych.2007.06.022 · Cited by 366 · see citing works
Smith, W. K. (1945) · Journal of Neurophysiology · doi:10.1152/jn.1945.8.4.241 · Cited by 349 · see citing works
Seo, H., & Lee, D. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.2369-07.2007 · Cited by 324 · see citing works
A Role for the Macaque Anterior Cingulate Gyrus in Social Valuation
Rudebeck, P. H., Buckley, M. J., Walton, M. E., & Rushworth, M. F. S. (2006) · Science · doi:10.1126/science.1128197 · Cited by 312 · see citing works
Fujiyama, F., Sohn, J., Nakano, T., Furuta, T., Nakamura, K., Matsuda, W., & Kaneko, T. (2011) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2010.07564.x · Cited by 266 · see citing works
Neurons in anterior cingulate cortex multiplex information about reward and action
Hayden, B. Y., & Platt, M. L. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.4874-09.2010 · Cited by 236 · see citing works
Fictive Reward Signals in the Anterior Cingulate Cortex
Hayden, B. Y., Pearson, J. M., & Platt, M. L. (2009) · Science · doi:10.1126/science.1168488 · Cited by 235 · see citing works
Architecture and neurocytology of monkey cingulate gyrus
Vogt, B. A., Vogt, L., Farber, N. B., & Bush, G. (2005) · Journal of Comparative Neurology · doi:10.1002/cne.20512 · Cited by 223 · see citing works
How Humans Integrate the Prospects of Pain and Reward during Choice
Talmi, D., Dayan, P., Kiebel, S. J., Frith, C., & Dolan, R. J. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.2026-09.2009 · Cited by 217 · see citing works
Kennerley, S. W., & Wallis, J. D. (2009) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2009.06743.x · Cited by 204 · see citing works
Anterior cingulate cortex hypoactivations to an emotionally salient task in cocaine addiction
Goldstein, R. Z., Nelly Alia-klein, A., Tomasi, D. G., Honorio, J., Maloney, T., Woicik, P. A., Wang, R., Telang, F., & Volkow, N. D. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0900491106 · Cited by 191 · see citing works
Approach and Avoidance Goals and Plans: Their Relationship to Anxiety and Depression
Dickson, J. M., & MacLeod, A. K. (2004) · Cognitive Therapy and Research · doi:10.1023/b:cotr.0000031809.20488.ee · Cited by 160 · see citing works
Functional Specialization of the Primate Frontal Cortex during Decision Making: Figure 1.
Lee, D., Rushworth, M. F. S., Walton, M. E., Watanabe, M., & Sakagami, M. (2007) · Journal of Neuroscience · doi:10.1523/jneurosci.1561-07.2007 · Cited by 121 · see citing works
Compartmental origin of the striato‐entopeduncular projection in the rat
Rajakumar, N., Elisevich, K. V., & Flumerfelt, B. A. (1993) · The Journal of Comparative Neurology · doi:10.1002/cne.903310210 · Cited by 98 · see citing works
Perceived consequences underlying approach goals and avoidance goals in relation to anxiety
Dickson, J. M. (2006) · Personality and Individual Differences · doi:10.1016/j.paid.2006.06.005 · Cited by 40 · see citing works
Rowlett, J. K., Lelas, S., Tornatzky, W., & Licata, S. C. (2005) · Psychopharmacology · doi:10.1007/s00213-005-0228-8 · Cited by 35 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- [1]Lewin KZ A dynamic theory of personality 1935 New York McGraw-Hill
- [3]Elliot AJ Handbook of approach and avoidance motivation 2008 New York Psychology Press
- [36]McFadden D Zarembka P Conditional logit analysis of qualitative choice behavior Frontiers in econometrics 1974 New York Academic Press 105 142
- [38]Von Neumann J Morgenstern O Theory of games and economic behavior 1947 Princeton Princeton Univ. Press
Cited by
Sorted by citations
The expected value of control: an integrative theory of anterior cingulate cortex function
Shenhav, A., Botvinick, M. M., & Cohen, J. D. (2013) · Neuron · doi:10.1016/j.neuron.2013.07.007 · Cited by 2,321 · see citing works
Neuronal Reward and Decision Signals: From Theories to Data
Schultz, W. (2015) · Physiological Reviews · doi:10.1152/physrev.00023.2014 · Cited by 1,126 · see citing works
Dopamine reward prediction-error signalling: A two-component response
Schultz, W. (2016) · Nature Reviews Neuroscience · doi:10.1038/nrn.2015.26 · Cited by 1,036 · see citing works
Emotion and the prefrontal cortex: an integrative review
Dixon, M. L., Thiruchselvam, R., Todd, R., & Christoff, K. (2017) · Psychological Bulletin · doi:10.1037/bul0000096 · Cited by 745 · see citing works
Prefrontal cortex and depression
Pizzagalli, D. A., & Roberts, A. C. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-021-01101-7 · Cited by 644 · see citing works
The Anterior Cingulate Gyrus and Social Cognition: Tracking the Motivation of Others
Apps, M. A. J., Rushworth, M. F. S., & Chang, S. W. C. (2016) · Neuron · doi:10.1016/j.neuron.2016.04.018 · Cited by 559 · see citing works
“…(see Silvetti et al., 2014 or Kolling et al., 2016 for reviews), the ACCs, including its anterior perigenual portion, signals the value of our own behavior (Amemori and Graybiel, 2012), and updates those estimates when feedback suggests that they may have been incorrect (Procyk et al., 2016).”
Rudolph, U., & Möhler, H. (2014) · Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev-pharmtox-011613-135947 · Cited by 319 · see citing works
A Corticostriatal Path Targeting Striosomes Controls Decision-Making under Conflict
Friedman, A., Homma, D., Gibb, L. G., Amemori, K.-I., Rubin, S. J., Hood, A. S., Riad, M. H., & Graybiel, A. M. (2015) · Cell · doi:10.1016/j.cell.2015.04.049 · Cited by 309 · see citing works
Self-citationMedial and orbital frontal cortex in decision-making and flexible behavior
Klein-Flügge, M. C., Bongioanni, A., & Rushworth, M. F. S. (2022) · Neuron · doi:10.1016/j.neuron.2022.05.022 · Cited by 244 · see citing works
Multiple signals in anterior cingulate cortex
Kolling, N., Behrens, T., Wittmann, M., & Rushworth, M. (2016) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2015.12.007 · Cited by 249 · see citing works
Depression: a decision-theoretic analysis
Huys, Q. J. M., Daw, N. D., & Dayan, P. (2015) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-071714-033928 · Cited by 221 · see citing works
Motor, cognitive, and affective areas of the cerebral cortex influence the adrenal medulla
Dum, R. P., Levinthal, D. J., & Strick, P. L. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1605044113 · Cited by 188 · see citing works
Chronic Stress Alters Striosome-Circuit Dynamics, Leading to Aberrant Decision-Making
Friedman, A., Homma, D., Bloem, B., Gibb, L. G., Amemori, K.-I., Hu, D., Delcasso, S., Truong, T. F., Yang, J., Hood, A. S., et al. (2017) · Cell · doi:10.1016/j.cell.2017.10.017 · Cited by 162 · see citing works
Self-citationKim, C. K., Ye, L., Jennings, J. H., Pichamoorthy, N., Tang, D. D., Yoo, A.-C. W., Ramakrishnan, C., & Deisseroth, K. (2017) · Cell · doi:10.1016/j.cell.2017.07.020 · Cited by 145 · see citing works
Anterior cingulate is a source of valence-specific information about value and uncertainty
Monosov, I. E. (2017) · Nature Communications · doi:10.1038/s41467-017-00072-y · Cited by 163 · see citing works
Neuroethology of primate social behavior
Chang, S. W. C., Brent, L. J. N., Adams, G. K., Klein, J. T., Pearson, J. M., Watson, K. K., & Platt, M. L. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1301213110 · Cited by 157 · see citing works
Anterior Cingulate Cortex and the Control of Dynamic Behavior in Primates
Monosov, I. E., Haber, S. N., Leuthardt, E. C., & Jezzini, A. (2020) · Current Biology · doi:10.1016/j.cub.2020.10.009 · Cited by 118 · see citing works
McGovern, R. A., & Sheth, S. A. (2017) · Journal of Neurosurgery · doi:10.3171/2016.1.jns15601 · Cited by 117 · see citing works
Ironside, M., Amemori, K.-I., McGrath, C. L., Pedersen, M. L., Kang, M. S., Amemori, S., Frank, M. J., Graybiel, A. M., & Pizzagalli, D. A. (2020) · Biological Psychiatry · doi:10.1016/j.biopsych.2019.08.022 · Cited by 75 · see citing works
Self-citationRoberts, A. C., & Clarke, H. F. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1902288116 · Cited by 79 · see citing works
Folloni, D., Fouragnan, E., Wittmann, M. K., Roumazeilles, L., Tankelevitch, L., Verhagen, L., Attali, D., Aubry, J.-F., Sallet, J., & Rushworth, M. F. S. (2021) · Science Advances · doi:10.1126/sciadv.abg7700 · Cited by 75 · see citing works
Neuronal coding of implicit emotion categories in the subcallosal cortex in patients with depression
Laxton, A. W., Neimat, J. S., Davis, K. D., Womelsdorf, T., Hutchison, W. D., Dostrovsky, J. O., Hamani, C., Mayberg, H. S., & Lozano, A. M. (2013) · Biological Psychiatry · doi:10.1016/j.biopsych.2013.03.029 · Cited by 62 · see citing works
Amemori, K.-I., Amemori, S., & Graybiel, A. M. (2015) · The Journal of Neuroscience · doi:10.1523/jneurosci.1731-14.2015 · Cited by 49 · see citing works
Self-citationPrefrontal Regulation of Threat-Elicited Behaviors: A Pathway to Translation
Roberts, A. C. (2020) · Annual Review of Psychology · doi:10.1146/annurev-psych-010419-050905 · Cited by 50 · see citing works
Clarke, H. F., Horst, N. K., & Roberts, A. C. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1422440112 · Cited by 52 · see citing works
Smith, R., Allen, J. J. B., Thayer, J. F., & Lane, R. D. (2015) · Biological Psychology · doi:10.1016/j.biopsycho.2015.03.007 · Cited by 49 · see citing works
Hayes, D. J., Lipsman, N., Chen, D. Q., Woodside, D. B., Davis, K. D., Lozano, A. M., & Hodaie, M. (2015) · Brain Stimulation · doi:10.1016/j.brs.2015.03.005 · Cited by 43 · see citing works
Wallis, C. U., Cockcroft, G. J., Cardinal, R. N., Roberts, A. C., & Clarke, H. F. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhz015 · Cited by 30 · see citing works
Microstimulation of primate neocortex targeting striosomes induces negative decision‐making
Amemori, S., Amemori, K., Yoshida, T., Papageorgiou, G. K., Xu, R., Shimazu, H., Desimone, R., & Graybiel, A. M. (2020) · European Journal of Neuroscience · doi:10.1111/ejn.14555 · Cited by 31 · see citing works
Self-citationWhat’s Worth the Risk? A Neural Circuit for Trade-Offs
Kolling, N., & Rushworth, M. F. S. (2015) · Cell · doi:10.1016/j.cell.2015.05.031 · Cited by 3 · see citing works
- Authors
- Amemori, K.-I., & Graybiel, A. M.
- Affiliations
- McGovern Institute for Brain Research (US)
- Corresponding author
- Graybiel, Ann M
- Venue
- Nature Neuroscience
- Published
- 2012-04-08
- Volume
- 15
- Issue
- 5
- Pages
- 776-785
- ISSN
- 1097-6256 (ISSN-L)
- 1546-1726
- PMC
- PMC3369110
- OpenAlex
- W1554976547
- Cited by
- 262
- References
- 46
- Citations by year
- 2026: 15 · 2025: 14 · 2024: 18 · 2023: 16 · 2022: 16 · 2021: 22 · 2020: 19 · 2019: 22 · 2018: 11 · 2017: 21 · 2016: 22 · 2015: 27 · 2014: 17 · 2013: 17 · 2012: 5
- FWCI
- 10.80
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc)
- PMC
- Funders
- National Institute of Neurological Disorders and Stroke (R01NS025529)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- pregenual anterior cingulate cortex, subjective value, anxiety, depression, macaque, cost-benefit analysis, emotional valence
- MeSH terms
- Action Potentials, Animals, Avoidance Learning, Brain Mapping, Cues, Decision Making, Diazepam, Female, Gyrus Cinguli, Macaca mulatta, Magnetic Resonance Imaging, Neurons, Reaction Time, Reward, Anti-Anxiety Agents, Logistic Models, Nonlinear Dynamics
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