The DOI matches its Crossref record; 45 of the 45 references it cites were found in a registry or an index.
A brain-liver circuit regulates glucose homeostasis
Open accessAbstract
Increased glucose production (GP) is the major determinant of fasting hyperglycemia in diabetes mellitus. Previous studies suggested that lipid metabolism within specific hypothalamic nuclei is a biochemical sensor for nutrient availability that exerts negative feedback on GP. Here we show that central inhibition of fat oxidation leads to selective activation of brainstem neurons within the nucleus of the solitary tract and the dorsal motor nucleus of the vagus and markedly decreases liver gluconeogenesis, expression of gluconeogenic enzymes, and GP. These effects require central activation of ATP-dependent potassium channels (K(ATP)) and descending fibers within the hepatic branch of the vagus nerve. Thus, hypothalamic lipid sensing potently modulates glucose metabolism via neural circuitry that requires the activation of K(ATP) and selective brainstem neurons and intact vagal input to the liver. This crosstalk between brain and liver couples central nutrient sensing to peripheral nutrient production and its disruption may lead to hyperglycemia.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
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?
In the citing paper
“Consistent with this hypothesis, both local administration of insulin and inhibition of fat oxidation in the ARC increase hepatic insulin sensitivity via a mechanism that requires intact hepatic vagal innervation, and also activates hindbrain neurons within both the NTS and DMX (147).”
From Leptin and the Central Nervous System Control of Glucose Metabolism (2011) · cites this paper as [147]
In the citing paper
“Although accumulating evidence suggests that leptin (10 -13), insulin (14,15), and nutrient-related signals (16 -18) in the CNS improve hepatic insulin sensitivity”
From Leptin Activates a Novel CNS Mechanism for Insulin-Independent Normalization of Severe Diabetic Hyperglycemia (2011) · cites this paper as [18]
Citations
Cites
Central nervous system control of food intake
Schwartz, M. W., Woods, S. C., Porte, D., Seeley, R. J., & Baskin, D. G. (2000) · Nature · doi:10.1038/35007534 · Cited by 6,451
Global and societal implications of the diabetes epidemic
Zimmet, P., Alberti, K. G. M. M., & Shaw, J. (2001) · Nature · doi:10.1038/414782a · Cited by 5,883
Kopelman, P. G. (2000) · Nature · doi:10.1038/35007508 · Cited by 4,795
Tracey, K. J. (2002) · Nature · doi:10.1038/nature01321 · Cited by 3,728
Obesity and insulin resistance
Kahn, B. B., & Flier, J. S. (2000) · Journal of Clinical Investigation · doi:10.1172/jci10842 · Cited by 3,345
Flier, J. S. (2004) · Cell · doi:10.1016/s0092-8674(03)01081-x · Cited by 1,122
New drug targets for type 2 diabetes and the metabolic syndrome
Moller, D. E. (2001) · Nature · doi:10.1038/414821a · Cited by 1,012
Reduced Food Intake and Body Weight in Mice Treated with Fatty Acid Synthase Inhibitors
Loftus, T. M., Jaworsky, D. E., Frehywot, G. L., Townsend, C. A., Ronnett, G. V., Lane, M. D., & Kuhajda, F. P. (2000) · Science · doi:10.1126/science.288.5475.2379 · Cited by 1,004
Hypothalamic insulin signaling is required for inhibition of glucose production
Obici, S., Zhang, B. B., Karkanias, G., & Rossetti, L. (2002) · Nature Medicine · doi:10.1038/nm1202-798 · Cited by 904
Self-citationA possible role for malonyl-CoA in the regulation of hepatic fatty acid oxidation and ketogenesis.
McGarry, J. D., Mannaerts, G. P., & Foster, D. W. (1977) · Journal of Clinical Investigation · doi:10.1172/jci108764 · Cited by 736
Flagged first, then by citations
Cited by
Sorted by citations
Items 301–392 of 392
Vagus nerve modulates acute-on-chronic liver failure progression via CXCL9
Wu, L. J., Li, J., Zou, J., Tang, D., & Chen, R. (2024) · Chinese Medical Journal · doi:10.1097/cm9.0000000000003104 · Cited by 6
Diet-Induced Metabolic Dysfunction of Hypothalamic Nutrient Sensing in Rodents
Arrieta‐Cruz, I., Torres-Ávila, B. S., Martínez‐Coria, H., López-Valdés, H. E., & Juárez, R. G. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23073958 · Cited by 6
Jiao, J., Jiang, C., Huang, J., Dai, M.-C., Wang, C., Cheng, C., & Shao, J.-F. (2014) · Medical Oncology · doi:10.1007/s12032-014-0234-y · Cited by 6
RetractedKanamori, H., Nakade, Y., Yamauchi, T., Sakamoto, K., Inoue, T., Yamamoto, T., Kobayashi, Y., Ishii, N., Ohashi, T., Ito, K., et al. (2017) · PLoS ONE · doi:10.1371/journal.pone.0180475 · Cited by 6
Mithieux, G. (2013) · PubMed · doi:10.3305/nh.2013.28.sup2.6721 · Cited by 7
Métabolisme du glucose en situation physiologique
Seematter, G., Chioléro, R. L., & Tappy, L. (2009) · Annales Françaises d Anesthésie et de Réanimation · doi:10.1016/j.annfar.2009.02.031 · Cited by 6
Warne, J. P., Horneman, H. F., Akana, S. F., Foster, M. T., & Dallman, M. F. (2008) · Journal of Neuroendocrinology · doi:10.1111/j.1365-2826.2008.01766.x · Cited by 6
[Mechanisms of regulation of the food intake: recent advances].
Loviselli, A., Secci, G., Lai, A., & Velluzzi, F. (2007) · PubMed · Cited by 5
Wean, J., & Smith, B. N. (2021) · Frontiers in Endocrinology · doi:10.3389/fendo.2021.765359 · Cited by 5
Control by the brain of vitamin A homeostasis
Imoesi, P. I., Olarte‐Sánchez, C. M., Croce, L., Blaner, W. S., Morgan, P. J., Heisler, L. K., & McCaffery, P. J. A. (2023) · iScience · doi:10.1016/j.isci.2023.107373 · Cited by 5
Pham, T., Schelling, R. E., & Loh, K. H. (2025) · Advances in genetics · doi:10.1016/bs.adgen.2025.02.001 · Cited by 5
Liver Neurobiology: Regulation of Liver Functions by the Nervous System
Mravec, B., & Szántová, M. (2025) · Seminars in Liver Disease · doi:10.1055/a-2562-2000 · Cited by 5
Kurabayashi, A., Iwashita, W., Tanaka, C., Naganuma, S., Furihata, M., Inoue, K., & Kakinuma, Y. (2020) · Life Sciences · doi:10.1016/j.lfs.2020.117748 · Cited by 5
Combination Therapy with GABA and MgSO4 Improves Insulin Sensitivity in Type 2 Diabetic Rat
Sohrabipour, S., Sharifi, M. R., Sharifi, M., Talebi, A., & Soltani, N. (2022) · International Journal of Endocrinology · doi:10.1155/2022/2144615 · Cited by 7
Diabetes Mellitus as Dysfunction of Interactions among all Organs: “Ominous Orchestra of Organs”
Koshiyama, H., Ogawa, Y., Tanaka, K., & Tanaka, I. (2008) · Clinical Medicine Insights Endocrinology and Diabetes · doi:10.4137/cmed.s552 · Cited by 5
Brain Crosstalk with Other Organs in ICU Patient
Saran, S., & Gurjar, M. (2019) · Journal of Neuroanaesthesiology and Critical Care · doi:10.1055/s-0039-3399474 · Cited by 5
Rhythmic liver drives feeding behavior
Martínez‐Sánchez, N., & Ray, D. W. (2024) · Science · doi:10.1126/science.adt0743 · Cited by 5
Fat Metabolism in Insulin Resistance and Type 2 Diabetes
Duez, H., & Lewis, G. F. (2008) · Humana Press eBooks · doi:10.1007/978-1-60327-043-4_4 · Cited by 4
Can Diabetes Heal?- From Observations to Perspectives
Blasi, C. (2016) · Current Diabetes Reviews · doi:10.2174/1573399811666150702125702 · Cited by 4
The Role of Brain in Glucose Metabolism
Obici, S., & Martins, P. J. F. (2009) · Springer eBooks · doi:10.1007/978-0-387-09841-8_6 · Cited by 5
Self-citationImpact of Brain Fatty Acid Signaling on Peripheral Insulin Action in Mice
Neschen, S., Wu, M., Fuchs, C., Kondofersky, I., Theis, F. J., de Angelis, M. H., Häring, H., & Sartorius, T. (2018) · Experimental and Clinical Endocrinology & Diabetes · doi:10.1055/a-0735-9533 · Cited by 3
Lin, L., Guo, K., Ma, H., Zhang, J., Lai, Z., Zhu, W., & Mao, S. (2024) · Journal of Animal Science and Biotechnology/Journal of animal science and biotechnology · doi:10.1186/s40104-024-01034-3 · Cited by 3
Heart Rate Variability, Affective Disorders and Health
Kemp, A. H. (2016) · Springer eBooks · doi:10.1007/978-3-319-32480-7_11 · Cited by 3
Wang, J. D. J., Shaik, A. A. F., Matthew, T. Y., Yin, L. Y., & Tay, K. V. (2024) · Foregut The Journal of the American Foregut Society · doi:10.1177/26345161241242424 · Cited by 3
Liver Cancer Neuroscience: Regulating Liver Tumors via Selective Hepatic Vagotomy
Bauer, K. C., Ghabra, S., Ma, C., Chedester, L., & Greten, T. F. (2024) · Methods and Protocols · doi:10.3390/mps7060099 · Cited by 3
Growth hormone receptor in VGLUT2 or Sim1 cells regulates glycemia and insulin sensitivity
Tavares, M. R., dos Santos, W. O., Amaral, A. G., List, E. O., Kopchick, J. J., Alves, G. A., Frazão, R., dos SANTOS, J. D. M., da Cruz, A. G., Camporez, J. P., et al. (2024) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2407225121 · Cited by 3
Targeted Vagus Nerve Stimulation does not Disrupt Cardiac Function in the Diabetic Rat
Dirr, E. W., Patel, Y., Lester, L. E., Delgado, F., & Otto, K. J. (2019) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc.2019.8857474 · Cited by 3
Saki, K., Mansouri, V., Abdi, S., Fathi, M., Razzaghi, Z., & Haghazali, M. (2021) · Gastroenterology and hepatology from bed to bench. · Cited by 3
The hypothalamus and energy balance
Benedini, S. (2009) · Sport Sciences for Health · doi:10.1007/s11332-009-0079-5 · Cited by 3
Autonomic control and bariatric procedures
Zsombok, A. (2013) · Autonomic Neuroscience · doi:10.1016/j.autneu.2013.03.002 · Cited by 3
Cihan, M. K., Bolat, F., Önay, H., Sari, A., Korğalı, E. Ü., Aslan, Ş., Cura, C., & İçağasıoğlu, D. F. (2016) · Journal of Pediatric Hematology/Oncology · doi:10.1097/mph.0000000000000504 · Cited by 3
Geisler, C. E., Chichura, K. S., Orativskyi, O., Hu, J., Belser, D. L., Pelletier, C. M., Borner, T., Baumer-Harrison, C., Jonghe, B. C. D., Crist, R. C., et al. (2025) · Science Translational Medicine · doi:10.1126/scitranslmed.adu6764 · Cited by 2
Systemic Glucose Regulation by a Hindbrain Inhibitory Circuit in a Mouse Model of Type 1 Diabetes
Juras, J. A., Pitra, S., & Smith, B. N. (2024) · Neuroendocrinology · doi:10.1159/000536142 · Cited by 2
Kurabayashi, A., Iwashita, W., Furihata, K., Fukuhara, H., & Inoue, K. (2024) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2024.1381721 · Cited by 2
Les acides gras : molécules informatives du contrôle nerveux de l’homéostasie énergétique
Migrenne, S., Cruciani‐Guglielmacci, C., & Magnan, C. (2007) · Cahiers de Nutrition et de Diététique · doi:10.1016/s0007-9960(07)88756-6 · Cited by 2
Miller, K. J., & Azzara, A. V. (2008) · Molecular Interventions · doi:10.1124/mi.8.2.4 · Cited by 2
Qiu, N.-C., Liu, M., Wang, B., Song, X., Jiang, Y., Wang, J., Gu, Z.-Q., Shan, C., & Qiu, M. (2014) · Journal of Gastrointestinal Surgery · doi:10.1007/s11605-014-2632-z · Cited by 2
RetractedHeiss, C. J., & Goldberg, L. R. (2015) · Obesity Research - Open Journal · doi:10.17140/oroj-2-113 · Cited by 2
Fatouros, I. G., & Mitrakou, A. (2012) · CRC Press eBooks · doi:10.1201/b12085-16 · Cited by 2
Hepatic Carbohydrate Metabolism
Raddatz, D., & Ramadori, G. P. (2010) · Molecular pathology library · doi:10.1007/978-1-4419-7107-4_8 · Cited by 3
Seal, S. V., Merz, M. P., Fernandes, S. B., Mériaux, S. B., Guébels, P., Movassat, J., Darnaudéry, M., Elwenspoek, M. M. C., Leenen, F. A. D., Muller, C. P., et al. (2022) · Preprints.org · doi:10.20944/preprints202207.0311.v1 · Cited by 1
Brain Nutrient Sensing: A Unifying Framework
Blouet, C., & Schwartz, G. J. (2025) · Annual Review of Physiology · doi:10.1146/annurev-physiol-042324-100329 · Cited by 3
Self-citationBrandon, A. E., Yan, C., Zhang, X., Ip, C. K., Gao, Z., Lee, N. J., Marian, O. C., Perez, A., Don, A. S., Herzog, H., et al. (2026) · Molecular Metabolism · doi:10.1016/j.molmet.2026.102320 · Cited by 1
Horizontal transfer of mitochondria in cancer: The physiology reborn in disease?
Ayala, G., & Grelet, S. (2026) · Trends in Cell Biology · doi:10.1016/j.tcb.2026.06.003 · Cited by 1
Dirty dealing: Hepatic vagal afferents reshuffle fat distribution
Schwartz, G. J. (2006) · Cell Metabolism · doi:10.1016/j.cmet.2006.07.005 · Cited by 1
Self-citationSerum Retinol-Binding Protein, Obesity, and Insulin Resistance
Bhat, P. V., & Manolescu, D.-C. (2013) · CRC Press eBooks · doi:10.1201/b15313-3 · Cited by 1
Port, A. (2010) · Yearbook of Endocrinology · doi:10.1016/s0084-3741(10)79539-1 · Cited by 1
Alemán, J. O. (2008) · DSpace@MIT (Massachusetts Institute of Technology) · Cited by 1
Gastric Contractility Modulation in the Management of Type 2 Diabetes
Lebovitz, H. E. (2007) · US Endocrinology · doi:10.17925/use.2007.00.2.39 · Cited by 1
O'Brien, O., & William, G. L. (2015)
NMDA RECEPTORS IN THE DORSAL VAGAL COMPLEX OF NORMAL AND DIABETIC MICE
Bach, E. C. (2013) · UKnowledge (University of Kentucky)
Glucosensing, Hypoglycemia, and the Brain
Reno, C. M. (2013) · Open Scholarship Institutional Repository (Washington University in St. Louis) · doi:10.7936/k7xw4gs6
Gastrointestinal Tract Role in Neural Control of Metabolism, Food Intake and Body Weight: A Summary
Jänig, W. (2009) · Elsevier eBooks · doi:10.1016/b978-008045046-9.02049-0
Cailotto, C. (2006) · UvA-DARE (University of Amsterdam)
BINIENDA, Z. K., Ross, I. A., Gough, B., Riccio, T., Kim, C. S., & Ali, S. F. (2009) · Neuroscience Letters · doi:10.1016/j.neulet.2009.12.019
Nutritional sensing and its utility in treating obesity
Amin, A., & Murphy, K. G. (2012) · Expert Review of Endocrinology & Metabolism · doi:10.1586/eem.12.6
de Farias, T. D. S. M. (2014) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/t.42.2014.tde-11122014-152603
Níveis séricos de leptina na obesidade e associação com fatores de risco da Síndrome metabólica
Volaco, A. (2012) · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)
Plasticity of Brain Feeding Circuits in Response to Food
Horváth, T. L. (2012) · Springer eBooks · doi:10.1007/978-1-4614-3492-4_5
Circadian Clock and The Cardiometabolic Risk
Meiliana, A., & Wijaya, A. (2010) · The Indonesian Biomedical Journal · doi:10.18585/inabj.v2i2.116
Control of Appetite/Satiety and Energy Balance
Elmquist, J. K., & Horton, J. D. (2015) · Wiley eBooks · doi:10.1002/9781118512074.ch28
Insulin's effect on the liver: "Direct or indirect?" continues to be the question
Neto, M. H. M. (2006)
The role of leptin in the regulation of glucose homeostasis
Levi, J. (2010) · cIRcle (University of British Columbia) · doi:10.14288/1.0071042
Schramm, H. (2017) · Der Merkurstab · doi:10.14271/dms-20795-de
Kemp, A. H., & Quintana, D. S. (2017) · CRC Press eBooks · doi:10.1201/9781315372921-16
Jiao, J., Jiang, C., Huang, J., Dai, M.-C., Wang, C., Cheng, C., & Shao, J.-F. (2017) · Medical Oncology · doi:10.1007/s12032-017-1027-x
RetractedCNS hormonal and nutritional regulation of glucose and energy homeostasis
Abraham, M. A. (2017) · TSpace (University of Toronto)
Role of Berberine in Diabetic Adult Male Rats
El-Mottaleb, N. A. A., Abd-Elhady, H. K., Hassanin, K., Khaleel, A. N., & Mostafa, E. (2014) · Bulletin of Egyptian Society for Physiological Sciences · doi:10.21608/besps.2014.34793
Zang Liver as a Frugality Rhythmic System for Stability for Activities and Against Stress
D., & Yu, E. C. L. (2019) · Chinese Journal of Medical Research · doi:10.37515/cjmr.091x.2205
Herring, R. A. (2013) · Surrey Research Insight Open Access (The University of Surrey)
Focused Ultrasound Modulation of Hepatic Neural Plexus Restores Glucose Homeostasis in DiabetesPreprint
Cotero, V. E., Miwa, H., Hirschstein, Z., Qanud, K., Huerta, T. S., Tai, N., Ding, Y., Jimenez-Cowell, K., Tomaio, J. N., Song, W., et al. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.04.16.440207
The Role of Brain in Glucose Metabolism
Obici, S., & Martins, P. J. F. (2016) · Springer eBooks · doi:10.1007/978-3-319-20797-1_6-1
Self-citationThe Role of Brain in Glucose Metabolism
Obici, S., & Martins, P. J. F. (2017) · Springer eBooks · doi:10.1007/978-3-319-18741-9_6
Self-citationThe role of leptin and insulin signaling in the hypothalamic control of liver metabolism
Faßhauer, M. (2013) · eDiss (Georg-August-Universität Göttingen) · doi:10.53846/goediss-4088
(2007) · Elsevier eBooks · doi:10.1016/b978-012373657-4/50008-8
Halmos, K. C. (2015) · SZTE Repository of Dissertations (University of Szeged) · doi:10.14232/phd.2781
Elmquist, J. K., & Williams, K. W. (2010) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.2319957.5580054
Exploring the unknown territory of gut–brain axis in type 2 diabetes mellitus patients
Rahim, S., & Karim, M. M. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-33355-2.00007-4
Lin, L., Guo, K., Ma, H., Zhang, J., Lai, Z., Zhu, W., & Mao, S. (2024) · Figshare · doi:10.6084/m9.figshare.26713672
Lin, L., Guo, K., Ma, H., Zhang, J., Lai, Z., Zhu, W., & Mao, S. (2024) · Figshare · doi:10.6084/m9.figshare.26713675
Lin, L., Guo, K., Ma, H., Zhang, J., Lai, Z., Zhu, W., & Mao, S. (2024) · Figshare · doi:10.6084/m9.figshare.25951809
Pandur, E., Szabó, I., Hormay, E., Pap, R., Almási, A., Sipos, K., Farkas, V., & Karádi, Z. (2022) · Figshare · doi:10.6084/m9.figshare.21303644
Lin, L., Guo, K., Ma, H., Zhang, J., Lai, Z., Zhu, W., & Mao, S. (2024) · Figshare · doi:10.6084/m9.figshare.25951902
Lin, L., Guo, K., Ma, H., Zhang, J., Lai, Z., Zhu, W., & Mao, S. (2024) · Figshare · doi:10.6084/m9.figshare.26713678
17α-Estradiol: A mildly feminizing estrogen with sex-specific metabolic and lifespan benefits
Santín-Márquez, R., Fornalik, M., Janovic, S. R., Isola, J. V. V., Biswas, S., Sathiaseelan, R., Cox, J. E. J., Ocañas, S. R., & Stout, M. B. (2026) · Ageing Research Reviews · doi:10.1016/j.arr.2026.103182
Integrated neuroendocrine control of feeding and glycemia
Pocai, A., & 杜复勇 (2026) · Trends Open · doi:10.1016/j.treopn.2026.09.001
Self-citationMolecular signaling networks that connect tissue dysfunction to systemic insulin resistance
Mir, R., Algehainy, N. A., Jalal, M. M., Altayar, M. A., Almotairi, R., Tayeb, F. J., Bedaiwi, R. I., Altemani, F. H., Almasoudi, K. S., Albalawi, I. A., et al. (2026) · Frontiers in Endocrinology · doi:10.3389/fendo.2026.1952238
Metadata
- Authors
- Pocai, A., Obici, S., Schwartz, G. J., & Rossetti, L.
- Affiliations
- Albert Einstein College of Medicine (US)
- Corresponding author
- Rossetti, Luciano
- Venue
- Cell Metabolism
- Publisher
- Elsevier BV
- Published
- 2005-01
- Volume
- 1
- Issue
- 1
- Pages
- 53-61
- ISSN
- 1550-4131 (ISSN-L)
- OpenAlex
- W2054716401
- Cited by
- 392
- References
- 43
- Citations by year
- 2026: 5 · 2025: 10 · 2024: 20 · 2023: 9 · 2022: 15 · 2021: 14 · 2020: 19 · 2019: 16 · 2018: 10 · 2017: 22 · 2016: 19 · 2015: 17 · 2014: 15 · 2013: 21 · 2012: 26
- FWCI
- 27.68
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Cell Metabolism (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Diabetes and Digestive and Kidney Diseases (DK-48321, DK-47208, R01DK047208, DK20541, DK-45024)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Pancreatic function and diabetes
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Regulation of Appetite and Obesity
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Metabolism, Diabetes, and Cancer
- Keywords
- glucose homeostasis, fasting hyperglycemia, liver gluconeogenesis, glucose production, nucleus tractus solitarius, dorsal motor nucleus of the vagus, brainstem neurons, ATP-sensitive potassium channels, fat oxidation, diabetes mellitus
- MeSH terms
- Adenosine Triphosphate, Animals, Brain, Central Nervous System, Glucose, Homeostasis, Hyperglycemia, Kinetics, Liver, Male, Models, Biological, Neurons, Oxygen, Pancreas, Phosphoric Monoester Hydrolases, Potassium, Vagus Nerve, Potassium Channels, Glucose Clamp Technique, Proto-Oncogene Proteins c-fos, Rats, Sprague-Dawley, Reverse Transcriptase Polymerase Chain Reaction, Lipid Metabolism, Rats
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