Constructing realistic engrams: poststimulus activity of hippocampus and dorsal striatum predicts subsequent episodic memory
Open accessAbstract
Encoding of real-life episodic memory commonly involves integration of information as the episode unfolds. Offline processing immediately following event offset is expected to play a role in encoding the episode into memory. In this study, we examined whether distinct human brain activity time-locked to the offset of short narrative audiovisual episodes could predict subsequent memory for the gist of the episodes. We found that a set of brain regions, most prominently the bilateral hippocampus and the bilateral caudate nucleus, exhibit memory-predictive activity time-locked to the stimulus offset. We propose that offline activity in these regions reflects registration to memory of integrated episodes.
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?
Hippocampal activity peaks at the offset of video clips.
“Recent work has shown that hippocampal activity peaks at the offset of video clips (Ben-Yakov & Dudai, 2011; Ben-Yakov, Eshel, & Dudai, 2013)”
From Discovering Event Structure in Continuous Narrative Perception and Memory (2017) · cites this paper as Ben-Yakov & Dudai, 2011
The Experiment 2 results (page not specified in our copy) conclude that delayed activity in the bilateral hippocampus is time-locked to clip offset. The paper describes the response as beginning around or shortly after the clip ends, however, not as peaking at that moment. (LLM, conf=0.86)
Experimental — accuracy not yet measuredPrior work has shown that the end of a video clip is associated with increased hippocampal activity, and the magnitude predicts later memory.
“Prior work has shown that the end of a video clip is associated with increased hippocampal activity, and the magnitude of the activity predicts later memory (Ben-Yakov & Dudai, 2011; Ben-Yakov et al., 2013).”
From Discovering Event Structure in Continuous Narrative Perception and Memory (2017) · cites this paper as Ben-Yakov & Dudai, 2011
Hippocampal encoding activity occurs at subtle transitions between events, where events are defined by pattern shifts in high-level cortical regions.
“We demonstrated that the hippocampal encoding activity previously shown to be present at the end of movie clips (Ben-Yakov & Dudai, 2011; Ben-Yakov et al., 2013) and at abrupt switches between stimulus category and task (DuBrow & Davachi, 2016) also occurs at the much more subtle transitions between events (defined by pattern shifts in high-level regions)”
From Discovering Event Structure in Continuous Narrative Perception and Memory (2017) · cites this paper as Ben-Yakov & Dudai, 2011
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Co-Planar Stereotaxic Atlas of the Human Brain
Talairach, J., & Tournoux, P. (1988) · Medical Entomology and Zoology · Cited by 11,798 · see citing works
Co-planar stereotaxic atlas of the human brain
Laitinen, L. (1989) · Clinical Neurology and Neurosurgery · doi:10.1016/0303-8467(89)90128-5 · Cited by 7,565 · see citing works
The episodic buffer: a new component of working memory?
Baddeley, A. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01538-2 · Cited by 7,359 · cited 1× · see citing works
“It is noteworthy that a leading model of human WM suggests that the transfer of episodic information from WM to LTM involves an “episodic buffer” that enables immediate binding of multimodal information into cohesive representations (Baddeley, 2000).”
Background(1983) · Medical Entomology and Zoology · Cited by 6,051 · see citing works
Reactivation of hippocampal ensemble memories during sleep
Wilson, M. A., & McNaughton, B. L. (1994) · Science · doi:10.1126/science.8036517 · Cited by 3,118 · see citing works
Squire, L. R., Stark, C. E. L., & Clark, R. E. (2004) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.27.070203.144130 · Cited by 2,680 · see citing works
The role of the basal ganglia in habit formation
Yin, H. H., & Knowlton, B. J. (2006) · Nature Reviews Neuroscience · doi:10.1038/nrn1919 · Cited by 2,402 · see citing works
Valid conjunction inference with the minimum statistic
Nichols, T. E., Brett, M., Andersson, J., Wager, T. D., & Poline, J. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2004.12.005 · Cited by 1,854 · see citing works
Analysis of functional MRI time‐series
Friston, K. J., Jezzard, P., & Turner, R. (1994) · Human Brain Mapping · doi:10.1002/hbm.460010207 · Cited by 1,835 · see citing works
A neostriatal habit learning system in humans
Knowlton, B. J., Mangels, J. A., & Squire, L. R. (1996) · Science · doi:10.1126/science.273.5280.1399 · Cited by 1,777 · see citing works
Reverse replay of behavioural sequences in hippocampal place cells during the awake state
Foster, D. J., & Wilson, M. A. (2006) · Nature · doi:10.1038/nature04587 · Cited by 1,727 · see citing works
Two-stage model of memory trace formation: A role for “noisy” brain states
Buzsáki, G. (1989) · Neuroscience · doi:10.1016/0306-4522(89)90423-5 · Cited by 1,709 · see citing works
The Neurobiology of Consolidations, Or, How Stable is the Engram?
Dudai, Y. (2004) · Annual Review of Psychology · doi:10.1146/annurev.psych.55.090902.142050 · Cited by 1,671 · see citing works
Self-citationBuilding Memories: Remembering and Forgetting of Verbal Experiences as Predicted by Brain Activity
Wagner, A. D., Schacter, D. L., Rotte, M., Koutstaal, W., Maril, A., Dale, A. M., Rosen, B. R., & Buckner, R. L. (1998) · Science · doi:10.1126/science.281.5380.1188 · Cited by 1,620 · see citing works
Eichenbaum (2004) · doi:10.1016/j.neuron.2004.08.028 · Cited by 1,464 · see citing works
Forward and reverse hippocampal place-cell sequences during ripples
Diba, K., & Buzsáki, G. (2007) · Nature Neuroscience · doi:10.1038/nn1961 · Cited by 1,205 · see citing works
Making Memories: Brain Activity that Predicts How Well Visual Experience Will Be Remembered
Brewer, J. B., Zhao, Z., Desmond, J. E., Glover, G. H., & Gabrieli, J. D. E. (1998) · Science · doi:10.1126/science.281.5380.1185 · Cited by 1,108 · see citing works
The Psychology and Neuroscience of Forgetting
Wixted, J. T. (2004) · Annual Review of Psychology · doi:10.1146/annurev.psych.55.090902.141555 · Cited by 999 · see citing works
Handwerker, D. A., Ollinger, J. M., & D’Esposito, M. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2003.11.029 · Cited by 993 · see citing works
Hippocampal replay in the awake state: a potential substrate for memory consolidation and retrieval
Carr, M. F., Jadhav, S. P., & Frank, L. M. (2011) · Nature Neuroscience · doi:10.1038/nn.2732 · Cited by 958 · see citing works
Replay and Time Compression of Recurring Spike Sequences in the Hippocampus
Nádasdy, Z., Hirase, H., Czurkó, A., Csicsvari, J., & Buzsáki, G. (1999) · The Journal of Neuroscience · doi:10.1523/jneurosci.19-21-09497.1999 · Cited by 932 · see citing works
Multiple routes to memory: distinct medial temporal lobe processes build item and source memories
Davachi, L., Mitchell, J. P., & Wagner, A. D. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0337195100 · Cited by 899 · see citing works
A triple dissociation of memory systems: Hippocampus, amygdala, and dorsal striatum.
McDonald, R. J., & White, N. M. (1993) · Behavioral Neuroscience · doi:10.1037/0735-7044.107.1.3 · Cited by 885 · see citing works
Competition among multiple memory systems: converging evidence from animal and human brain studies
Poldrack, R. A., & Packard, M. G. (2003) · Neuropsychologia · doi:10.1016/s0028-3932(02)00157-4 · Cited by 880 · see citing works
Observing the transformation of experience into memory
Paller, K. A., & Wagner, A. D. (2002) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01845-3 · Cited by 852 · see citing works
Spaniol, J., Davidson, P. S. R., Kim, A. S. N., Han, H., Moscovitch, M., & Grady, C. L. (2009) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2009.02.028 · Cited by 791 · see citing works
Segmentation in the perception and memory of events
Kurby, C. A., & Zacks, J. M. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.11.004 · Cited by 776 · see citing works
Kudrimoti, H. S., Barnes, C. A., & McNaughton, B. L. (1999) · The Journal of Neuroscience · doi:10.1523/jneurosci.19-10-04090.1999 · Cited by 753 · see citing works
Neural activity that predicts subsequent memory and forgetting: A meta-analysis of 74 fMRI studies
Kim, H. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.09.045 · Cited by 605 · see citing works
Enhanced Brain Correlations during Rest Are Related to Memory for Recent Experiences
Tambini, A., Ketz, N., & Davachi, L. (2010) · Neuron · doi:10.1016/j.neuron.2010.01.001 · Cited by 570 · see citing works
Neural correlates of encoding in an incidental learning paradigm
Paller, K. A., Marta Kutas, A., & Mayes, A. R. (1987) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(87)90124-6 · Cited by 549 · see citing works
Amygdala modulation of hippocampal-dependent and caudate nucleus-dependent memory processes
Packard, M. G., Cahill, L., & McGaugh, J. L. (1994) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.91.18.8477 · Cited by 544 · see citing works
Internally generated reactivation of single neurons in human hippocampus during free recall
Gelbard-Sagiv, H., Mukamel, R., Harel, M., Malach, R., & Fried, I. (2008) · Science · doi:10.1126/science.1164685 · Cited by 533 · see citing works
Integrating Memories in the Human Brain: Hippocampal-Midbrain Encoding of Overlapping Events
Daphna Shohamy, A., & Wagner, A. D. (2008) · Neuron · doi:10.1016/j.neuron.2008.09.023 · Cited by 525 · see citing works
Hippocampal Contributions to Episodic Encoding: Insights From Relational and Item-Based Learning
Davachi, L., & Wagner, A. D. (2002) · Journal of Neurophysiology · doi:10.1152/jn.2002.88.2.982 · Cited by 475 · see citing works
van Kesteren, M. T. R., Fernández, G., Norris, D. G., & Hermans, E. J. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0914892107 · Cited by 444 · see citing works
Striatal activation during acquisition of a cognitive skill.
Poldrack, R. A., Prabhakaran, V., Seger, C. A., & Gabrieli, J. D. E. (1999) · Neuropsychology · doi:10.1037//0894-4105.13.4.564 · Cited by 428 · see citing works
Striatal activation during acquisition of a cognitive skill.
Poldrack, R. A., Prabhakaran, V., Seger, C. A., & Gabrieli, J. D. E. (1999) · Neuropsychology · doi:10.1037/0894-4105.13.4.564 · Cited by 428 · see citing works
Medial Temporal Lobe Activity Associated with Active Maintenance of Novel Information
Charan Ranganath, A., & D’Esposito, M. (2001) · Neuron · doi:10.1016/s0896-6273(01)00411-1 · Cited by 391 · see citing works
Cabeza, R. E. L., Prince, S. E., Daselaar, S. M., Greenberg, D. L., Budde, M. D., Dolcos, F., LaBar, K. S., & Rubin, D. C. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/0898929042568578 · Cited by 377 · see citing works
Ripples in the medial temporal lobe are relevant for human memory consolidation
Axmacher, N., Elger, C. E., & Fell, J. (2008) · Brain · doi:10.1093/brain/awn103 · Cited by 372 · see citing works
Enhanced Intersubject Correlations during Movie Viewing Correlate with Successful Episodic Encoding
Hasson, U., Furman, O., Clark, D., Dudai, Y., & Davachi, L. (2008) · Neuron · doi:10.1016/j.neuron.2007.12.009 · Cited by 368 · see citing works
Self-citationMaguire, E. A., & Mummery, C. J. (1999) · Hippocampus · doi:10.1002/(sici)1098-1063(1999)9:1 · Cited by 362 · see citing works
Daphna Shohamy, A. (2004) · Brain · doi:10.1093/brain/awh100 · Cited by 355 · see citing works
What constitutes an episode in episodic memory?
Ezzyat, Y., & Davachi, L. (2011) · Psychological Science · doi:10.1177/0956797610393742 · Cited by 298 · see citing works
Mind the Gap: Binding Experiences across Space and Time in the Human Hippocampus
Staresina, B. P., & Davachi, L. (2009) · Neuron · doi:10.1016/j.neuron.2009.06.024 · Cited by 273 · see citing works
Offline Persistence of Memory-Related Cerebral Activity during Active Wakefulness
Peigneux, P., Orban, P., Balteau, E., Degueldre, C., Luxen, A., Laureys, S., & Maquet, P. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040100 · Cited by 263 · see citing works
McDermott, K. B., Szpunar, K. K., & Christ, S. E. (2009) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2008.12.025 · Cited by 253 · see citing works
Linking Implicit and Explicit Memory: Common Encoding Factors and Shared Representations
Turk‐Browne, N. B., Yi, D.-J., & Chun, M. M. (2006) · Neuron · doi:10.1016/j.neuron.2006.01.030 · Cited by 236 · see citing works
Basal ganglia and dopamine contributions to probabilistic category learning
Daphna Shohamy, A., Myers, C. E., Kalanithi, J., & Gluck, M. A. (2007) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.07.008 · Cited by 216 · see citing works
Schott, B. H., Seidenbecher, C. I., Fenker, D. B., Lauer, C. J., Bunzeck, N., Bernstein, H.-G., Tischmeyer, W., Gundelfinger, E. D., Heinze, H.-J., & Düzel, E. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.3463-05.2006 · Cited by 214 · see citing works
Blumenfeld, R. S., Parks, C. M., Yonelinas, A. P., & Ranganath, C. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21459 · Cited by 209 · see citing works
Schon, K., Hasselmo, M. E., LoPresti, M. L., Tricarico, M. D., & Stern, C. E. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.3807-04.2004 · Cited by 191 · see citing works
Stevens, W. D., Buckner, R. L., & Schacter, D. L. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp270 · Cited by 184 · see citing works
Nichols, E. A., Kao, Y.-C., Verfaellie, M. H., & Gabrieli, J. D. E. (2006) · Hippocampus · doi:10.1002/hipo.20190 · Cited by 180 · see citing works
Brain activity before an event predicts later recollection
Otten, L. J., Quayle, A. H., Akram, S., Ditewig, T. A., & Rugg, M. D. (2006) · Nature Neuroscience · doi:10.1038/nn1663 · Cited by 173 · see citing works
A triple dissociation of memory systems: Hippocampus, amygdala, and dorsal striatum.
McDonald, R., & White, N. (1993) · Behavioral Neuroscience · doi:10.1037/a0034883 · Cited by 146 · see citing works
They saw a movie: Long-term memory for an extended audiovisual narrativePreprint
Furman, O., Dorfman, N., Hasson, U., Davachi, L., & Dudai, Y. (2007) · Learning & Memory · doi:10.1101/lm.550407 · Cited by 125 · see citing works
Self-citationBrain imaging of human memory systems: between-systems similarities and within-system differences
Nyberg, L. H., Forkstam, C., Petersson, K. M., Cabeza, R. E. L., & Ingvar, M. (2002) · Cognitive Brain Research · doi:10.1016/s0926-6410(02)00052-6 · Cited by 124 · see citing works
Cooperation between the hippocampus and the striatum during episodic encoding
Sadeh, T., Shohamy, D., Levy, D. R., Reggev, N., & Maril, A. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21549 · Cited by 104 · see citing works
Olsen, R. K., Nichols, E. A., Chen, J., Hunt, J. F. V., Glover, G. H., Gabrieli, J. D. E., & Wagner, A. D. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.2245-09.2009 · Cited by 103 · see citing works
A neural substrate in the human hippocampus for linking successive events
Paz, R., Gelbard-Sagiv, H., Mukamel, R., Harel, M., Malach, R., & Fried, I. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0910834107 · Cited by 101 · see citing works
Hailer, N. P., Bechmann, I., Heizmann, S., & Nitsch, R. (1997) · Hippocampus · doi:10.1002/(sici)1098-1063(1997)7:3 · Cited by 77 · see citing works
Prestimulus hippocampal activity predicts later recollection
Park, H., & Rugg, M. D. (2009) · Hippocampus · doi:10.1002/hipo.20663 · Cited by 75 · see citing works
Qin, S., Piekema, C., Petersson, K. M., Han, B., Luo, J., & Fernández, G. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.07.020 · Cited by 66 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [17]17. Ben-Yakov and Dudai • Offline Encoding of Episodic Memory J. Neurosci., June 15, 2011 • 31(24):9032-9042 • 9041
Cited by
Sorted by citations
Episodic memory and beyond: the hippocampus and neocortex in transformation
Moscovitch, M., Cabeza, R., Winocur, G., & Nadel, L. (2016) · Annual Review of Psychology · doi:10.1146/annurev-psych-113011-143733 · Cited by 1,062 · see citing works
Discovering Event Structure in Continuous Narrative Perception and Memory
Baldassano, C., Chen, J., Zadbood, A., Pillow, J. W., Hasson, U., & Norman, K. A. (2017) · Neuron · doi:10.1016/j.neuron.2017.06.041 · Cited by 952 · see citing works
The Consolidation and Transformation of Memory
Dudai, Y., Karni, A., & Born, J. (2015) · Neuron · doi:10.1016/j.neuron.2015.09.004 · Cited by 741 · see citing works
Self-citationThe Restless Engram: Consolidations Never End
Dudai, Y. (2012) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-062111-150500 · Cited by 644 · see citing works
Self-citationSimilar neural responses predict friendship
Parkinson, C., Kleinbaum, A. M., & Wheatley, T. (2018) · Nature Communications · doi:10.1038/s41467-017-02722-7 · Cited by 388 · see citing works
Hippocampal sharp-wave ripples linked to visual episodic recollection in humans
Norman, Y., Yeagle, E. M., Khuvis, S., Harel, M., Mehta, A. D., & Malach, R. (2019) · Science · doi:10.1126/science.aax1030 · Cited by 270 · see citing works
Awake reactivation predicts memory in humans
Staresina, B. P., Alink, A., Kriegeskorte, N., & Henson, R. N. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1311989110 · Cited by 219 · see citing works
The role of spatial boundaries in shaping long-term event representations
Horner, A. J., Bisby, J. A., Wang, A., Bogus, K., & Burgess, N. (2016) · Cognition · doi:10.1016/j.cognition.2016.05.013 · Cited by 175 · see citing works
Hippocampal immediate poststimulus activity in the encoding of consecutive naturalistic episodes
Ben-Yakov, A., Eshel, N., & Dudai, Y. (2013) · Journal of Experimental Psychology: General · doi:10.1037/a0033558 · Cited by 153 · see citing works
Self-citationConsolidation of complex events via reinstatement in posterior cingulate cortex
Bird, C. M., Keidel, J. L., Ing, L. P., Horner, A. J., & Burgess, N. (2015) · The Journal of Neuroscience · doi:10.1523/jneurosci.1774-15.2015 · Cited by 145 · see citing works
Eichenbaum, H. (2013) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00285 · Cited by 87 · see citing works
Evensmoen, H. R., Ladstein, J., Hansen, T. I., Møller, J. A., Witter, M. P., Nadel, L., & Håberg, A. K. (2015) · Hippocampus · doi:10.1002/hipo.22357 · Cited by 75 · see citing works
Brain mechanisms underlying the subjective experience of remembering
Simons, J. S., Ritchey, M., & Fernyhough, C. (2022) · Annual Review of Psychology · doi:10.1146/annurev-psych-030221-025439 · Cited by 70 · see citing works
Barnett, A. J., Nguyen, M., Spargo, J., Yadav, R., Cohn-Sheehy, B. I., & Ranganath, C. (2024) · Neuron · doi:10.1016/j.neuron.2023.10.010 · Cited by 55 · see citing works
The context repetition effect: Predicted events are remembered better, even when they don’t happen
Smith, T. A., Hasinski, A. E., & Sederberg, P. B. (2013) · Journal of Experimental Psychology: General · doi:10.1037/a0034067 · Cited by 33 · see citing works
The human brain uses spatial schemas to represent segmented environments
Peer, M., & Epstein, R. A. (2021) · Current Biology · doi:10.1016/j.cub.2021.08.012 · Cited by 38 · see citing works
Memory leaks: information shared across memory systems
Robertson, E. M. (2022) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2022.03.010 · Cited by 20 · see citing works
The Surprising Role of the Default Mode Network
Brandman, T., Malach, R., & Simony., E. (2020) · doi:10.1101/2020.05.18.101758 · Cited by 88 · see citing works
- Authors
- Ben-Yakov, A., & Dudai, Y.
- Affiliations
- Weizmann Institute of Science (IL)
- ORCID
- Ben-Yakov, A.
- Venue
- Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2011-06-15
- Volume
- 31
- Issue
- 24
- Pages
- 9032-9042
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6622928
- OpenAlex
- W2008440029
- Cited by
- 238
- References
- 65
- Citations by year
- 2026: 14 · 2025: 22 · 2024: 27 · 2023: 17 · 2022: 23 · 2021: 20 · 2020: 15 · 2019: 21 · 2018: 13 · 2017: 15 · 2016: 10 · 2015: 12 · 2014: 9 · 2013: 7 · 2012: 10
- FWCI
- 4.55
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Neuroscience (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Keywords
- episodic memory, memory encoding, hippocampus, dorsal striatum, caudate nucleus, gist memory, offline processing, memory engrams, event integration
- MeSH terms
- Acoustic Stimulation, Adult, Association Learning, Brain Mapping, Corpus Striatum, Female, Hippocampus, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Oxygen, Photic Stimulation, Predictive Value of Tests, Reaction Time, Mental Recall, Statistics as Topic, Young Adult
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