Effects of Miglitol, Acarbose, and Sitagliptin on Plasma Insulin and Gut Peptides in Type 2 Diabetes Mellitus: A Crossover Study
Open accessAbstract
INTRODUCTION: Both dipeptidyl peptidase-4 inhibitors and α-glucosidase inhibitors (α-GI) have been reported to change the incretin and insulin secretion. To examine the effects of acarbose, miglitol, and sitagliptin on glucose metabolism and secretion of gut peptides, we conducted a crossover study in patients with type 2 diabetes mellitus (T2DM). METHODS: Eleven Japanese patients with T2DM underwent four meal tolerance tests with single administration of acarbose, miglitol, sitagliptin, or nothing. Fasting and postprandial plasma levels of glucose, insulin, glucagon, active glucagon-like peptide-1 (GLP-1), glucose-dependent insulinotropic polypeptide (GIP), ghrelin, and des-acyl ghrelin were measured. RESULTS: Early-phase insulin secretion was reduced following acarbose and miglitol, and the areas under the curve (AUC) of insulin at 180 min following acarbose and miglitol were significantly lower than sitagliptin. AUC of plasma glucose at 180 min after acarbose, miglitol, and sitagliptin tended to be lower than in controls, and plasma glucose levels at 30-60 min following miglitol were significantly lower than in controls. Plasma glucagon, ghrelin, and des-acyl ghrelin levels did not differ among the four conditions. Postprandial plasma active GLP-1 levels and AUC of GLP-1 increased significantly in both the sitagliptin and miglitol groups compared to control. Postprandial plasma total GIP levels increased following sitagliptin but decreased after acarbose and miglitol. Changes in incretin levels tended to be greater with miglitol than acarbose. CONCLUSION: These results showed that sitagliptin and α-GIs, miglitol more so than acarbose, improved hyperglycemia in patients with T2DM after single administration, and had different effects on insulin and incretin secretion. TRIAL REGISTRATION: UMIN-CTR number, UMIN000009981.
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?
GIP and glucagon levels decreased after mixed meal in patients with newly diagnosed type 2 diabetics by treatment with single-dose acarbose.
“There are studies that showed that he GIP and glucagon levels decreased after a mixed meal in patients with new diagnosed type 2 diabetics by treatment with single-dose acarbose[36, 37] and acarbose decreased GIP and glucagon only in a mixed meal test rather than OGTT.[38]”
From Postprandial Reactive Hypoglycemia (2019) · cites this paper as [37]
The Methods describe a single acarbose dose before a mixed-meal test, and Results > Gastrointestinal Peptides report lower GIP at 30 minutes than in controls. But Results > Glucose Metabolism report no difference in glucagon among conditions. Results > Baseline Characteristics also show diabetes durations of 3–24 years, so the participants were not newly diagnosed. (LLM, conf=0.92)
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
Miletzki, B., & Gleiter, C. H. (2005) · Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz · doi:10.1007/s00103-005-1024-7 · Cited by 9,401 · see citing works
Diabetes: a 21st century challenge
Zimmet, P. Z., Magliano, D. J., Herman, W. H., & Shaw, J. E. (2014) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(13)70112-8 · Cited by 1,062 · see citing works
Post-prandial decrease of circulating human ghrelin levels
Tschöp, M., Wawarta, R., Riepl, R. L., Friedrich, S., Bidlingmaier, M., Landgraf, R., & Folwaczny, C. (2001) · Journal of Endocrinological Investigation · doi:10.1007/bf03351037 · Cited by 699 · see citing works
Herman, G. A., Bergman, A. J., Stevens, C., Kotey, P. N.-A., Yi, B., Zhao, P., Dietrich, B., Golor, G., Schrödter, A., Keymeulen, B., et al. (2006) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2006-1009 · Cited by 495 · see citing works
Meier, J. J., Gallwitz, B., Siepmann, N., Holst, J. J., Deacon, C. F., Schmidt, W. E., & Nauck, M. A. (2003) · Diabetologia · doi:10.1007/s00125-003-1103-y · Cited by 314 · see citing works
Is There a Role for ??-Glucosidase Inhibitors in the Prevention of Type 2 Diabetes Mellitus?
Scheen, A. J. (2003) · Drugs · doi:10.2165/00003495-200363100-00002 · Cited by 242 · see citing works
Erdmann, J., Töpsch, R., Lippl, F., Gussmann, P., & SCHUSDZIARRA, V. (2004) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2003-031610 · Cited by 220 · see citing works
Migoya, E. M., Bergeron, R., Miller, J., Snyder, R., Tanen, M., Hilliard, D., Weiss, B., Larson, P., Gutierrez, M., Jiang, G., et al. (2010) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2010.184 · Cited by 177 · see citing works
Type 1 diabetes mellitus and Down's syndrome: prevalence, management and diabetic complications
Anwar, A., Walker, J. D., & Frier, B. M. (1998) · Diabetic Medicine · doi:10.1002/(sici)1096-9136(199802)15:2 · Cited by 159 · see citing works
Lee, A., Patrick, P., Wishart, J., Horowitz, M., & Morley, J. E. (2002) · Diabetes Obesity and Metabolism · doi:10.1046/j.1463-1326.2002.00219.x · Cited by 150 · see citing works
Incretin-based therapy: a powerful and promising weapon in the treatment of type 2 diabetes mellitus
Koliaki, C., & Doupis, J. (2011) · Diabetes Therapy · doi:10.1007/s13300-011-0002-3 · Cited by 140 · see citing works
Bak, M. J., Albrechtsen, N. J. W., Pedersen, J., Hartmann, B., Christensen, M., Vilsbøll, T., Knop, F. K., Deacon, C. F., Dragsted, L. O., & Holst, J. J. (2014) · European Journal of Endocrinology · doi:10.1530/eje-13-0941 · Cited by 136 · see citing works
Göke, B., FUDER, H., Wieckhorst, G., Theiss, U., Stridde, E., Littke, T., Kleist, P., Arnold, R., & Lücker, P. W. (2009) · Digestion · doi:10.1159/000201282 · Cited by 131 · see citing works
Irwin, N., & Flatt, P. R. (2009) · Diabetologia · doi:10.1007/s00125-009-1422-8 · Cited by 125 · see citing works
Enc, F. Y., I˙meryüz, N., Akın, H. L., Turoğlu, H. T., Dede, F., Haklar, G., Tekkeşin, N., ̇roğlu, N. B., Yeğen, B. Ç., Rehfeld, J. F., et al. (2001) · American Journal of Physiology-Gastrointestinal and Liver Physiology · doi:10.1152/ajpgi.2001.281.3.g752 · Cited by 111 · see citing works
Esposito, K., Chiodini, P., Maiorino, M. I., Capuano, A., Cozzolino, D., Petrizzo, M., Bellastella, G., & Giugliano, D. (2015) · BMJ Open · doi:10.1136/bmjopen-2014-005892 · Cited by 77 · see citing works
Narita, T., Yokoyama, H., Yamashita, R., Sato, T. K., Hosoba, M., Morii, T., Fujita, H., Tsukiyama, K., & Yamada, Y. (2011) · Diabetes Obesity and Metabolism · doi:10.1111/j.1463-1326.2011.01526.x · Cited by 72 · see citing works
Ahr, H. J., Boberg, M., Brendel, E., Krause, H., & Steinke, W. (1997) · PubMed · Cited by 70 · see citing works
Arakawa, M., Ebato, C., Mita, T., Fujitani, Y., Shimizu, T., Watada, H., Kawamori, R., & Hirose, T. (2008) · Metabolism · doi:10.1016/j.metabol.2008.04.027 · Cited by 68 · see citing works
Yabe, D., Watanabe, K., Sugawara, K., Kuwata, H., Kitamoto, Y., Sugizaki, K., Fujiwara, S., Hishizawa, M., Hyo, T., Kuwabara, K., et al. (2011) · Journal of Diabetes Investigation · doi:10.1111/j.2040-1124.2011.00141.x · Cited by 64 · see citing works
Hücking, K., Kostic, Z., Pox, C., Ritzel, R., Holst, J. J., Schmiegel, W., & Nauck, M. A. (2005) · Diabetic Medicine · doi:10.1111/j.1464-5491.2005.01451.x · Cited by 57 · see citing works
Narita, T., Katsuura, Y., Sato, T. K., Hosoba, M., Fujita, H., Morii, T., & Yamada, Y. (2008) · Diabetic Medicine · doi:10.1111/j.1464-5491.2008.02651.x · Cited by 56 · see citing works
Rauch, T., Graefe‐Mody, U., Deacon, C. F., Ring, A., Holst, J. J., Woerle, H., Dugi, K. A., & Heise, T. (2012) · Diabetes Therapy · doi:10.1007/s13300-012-0010-y · Cited by 51 · see citing works
Aoki, K., Masuda, K., Miyazaki, T., Togashi, Y., & Terauchi, Y. (2010) · Endocrine Journal · doi:10.1507/endocrj.k10e-103 · Cited by 48 · see citing works
Bethel, M. A., Green, J. B., Milton, J. E., Tajar, A., Engel, S. S., Califf, R. M., & Holman, R. R. (2015) · Diabetes Obesity and Metabolism · doi:10.1111/dom.12441 · Cited by 46 · see citing works
Hiki, M., Shimada, K., Kiyanagi, T., Fukao, K., Hirose, K., Ohsaka, H., Fukushima, Y., Kume, A., Matsumori, R., Sumiyoshi, K., et al. (2010) · Circulation Journal · doi:10.1253/circj.cj-10-0013 · Cited by 40 · see citing works
Glucagon-like peptide-1 response to acarbose in elderly type 2 diabetic subjects
DeLeon, M. J., Chandurkar, V., Albert, S. G., & Mooradian, A. D. (2002) · Diabetes Research and Clinical Practice · doi:10.1016/s0168-8227(01)00359-x · Cited by 39 · see citing works
Ueno, H., SHIIYA, T., Mizuta, M., Mondal, M. S., & Nakazato, M. (2007) · Endocrine Journal · doi:10.1507/endocrj.k07-007 · Cited by 38 · see citing works
Self-citationLee, E. Y., Kaneko, S., Jutabha, P., Zhang, X., Seino, S., Jomori, T., Anzai, N., & Miki, T. (2014) · Journal of Endocrinology · doi:10.1530/joe-14-0555 · Cited by 33 · see citing works
Effect of sitagliptin monotherapy on serum total ghrelin levels in people with type 2 diabetes
Gül, Ö. Ö., Kiyici, S. K., Ersoy, C., Cander, S., Yorulmaz, H., Gul, C. B., Ünal, O. K., Sarandöl, E., Kırhan, E., Sığırlı, D., et al. (2011) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2011.07.031 · Cited by 18 · see citing works
Kaku, H., Tajiri, Y., & Yamada, K. (2012) · Hormone and Metabolic Research · doi:10.1055/s-0032-1304563 · Cited by 18 · see citing works
Akamizu, T., Sakura, N., Shigematsu, Y., Tajima, G., Ohtake, A., Hosoda, H., Iwakura, H., Ariyasu, H., & Kangawa, K. (2011) · European Journal of Endocrinology · doi:10.1530/eje-11-0785 · Cited by 16 · see citing works
Tai, K., Hammond, A. J., Wishart, J. M., Horowitz, M., & Chapman, I. M. (2010) · Appetite · doi:10.1016/j.appet.2010.07.010 · Cited by 13 · see citing works
Huang, C., Hsu, C., Huang, K.-C., Su, H.-Y., & Weng, S. (2010) · Pharmacology · doi:10.1159/000280583 · Cited by 13 · see citing works
Incretin responses to oral glucose load in Japanese non-obese healthy subjects
Nagai, E., Katsuno, T., Miyagawa, J., Konishi, K., Miuchi, M., Ochi, F., Kusunoki, Y., Tokuda, M., Murai, K., Hamaguchi, T., et al. (2011) · Diabetes Therapy · doi:10.1007/s13300-010-0017-1 · Cited by 9 · see citing works
Zheng, F., Yin, X., Lu, W., Zhou, J., Yuan, H., & Li, H. (2013) · PubMed · doi:10.3275/8811 · Cited by 7 · see citing works
de Valk (1998) · doi:10.1002/(sici)1096-9136(199806)15:6
Flagged first, then by citations
Cited by
Sorted by citations
Pharmacology and therapeutic implications of current drugs for type 2 diabetes mellitus
Tahrani, A. A., Barnett, A. H., & Bailey, C. J. (2016) · Nature Reviews Endocrinology · doi:10.1038/nrendo.2016.86 · Cited by 398 · see citing works
Postprandial Reactive Hypoglycemia
Altuntaş, Y. (2019) · SiSli Etfal Hastanesi Tip Bulteni / The Medical Bulletin of Sisli Hospital · doi:10.14744/semb.2019.59455 · Cited by 47 · see citing works
“There are studies that showed that he GIP and glucagon levels decreased after a mixed meal in patients with new diagnosed type 2 diabetics by treatment with single-dose acarbose[36, 37] and acarbose decreased GIP and glucagon only in a mixed meal test rather than OGTT.”
BackgroundInhibitory activities of grape bioactive compounds against enzymes linked with human diseases
Dwibedi, V., Jain, S., Singhal, D., Mittal, A., Rath, S. K., & Saxena, S. (2022) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-022-11801-9 · Cited by 47 · see citing works
Acarbose is again on the stage
Altay, M. (2022) · World Journal of Diabetes · doi:10.4239/wjd.v13.i1.1 · Cited by 42 · see citing works
Assaf, S. A., Zelkó, R., & Hankó, B. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19106188 · Cited by 41 · see citing works
The role of GLP-1 in the postprandial effects of acarbose in type 2 diabetes
Dalsgaard, N. B., Gasbjerg, L. S., Hansen, L. S., Hansen, N. L., Stensen, S., Hartmann, B., Rehfeld, J. F., Holst, J. J., Vilsbøll, T., & Knop, F. K. (2021) · European Journal of Endocrinology · doi:10.1530/eje-20-1121 · Cited by 37 · see citing works
Movahednasab, M., Dianat‐Moghadam, H., Khodadad, S., Nedaeinia, R., Safabakhsh, S., Ferns, G. A., & Salehi, R. (2025) · Diabetology & Metabolic Syndrome · doi:10.1186/s13098-025-01623-w · Cited by 38 · see citing works
Kishida, Y., Okubo, H., Ohno, H., Oki, K., & Yoneda, M. (2017) · Journal of Gastroenterology · doi:10.1007/s00535-017-1331-4 · Cited by 34 · see citing works
Shen, D., Lu, Y., Tian, S., Ma, S., Sun, J. Y., Hu, Q., Pang, X., & Li, X. (2021) · Journal of Food Biochemistry · doi:10.1111/jfbc.13991 · Cited by 30 · see citing works
Ostberg-Potthoff, J. J., Berger, K., Richling, E., & Winterhalter, P. (2019) · Nutrients · doi:10.3390/nu11051166 · Cited by 27 · see citing works
Yang, H. K., Lee, S.-H., Shin, J., Choi, Y.-H., Ahn, Y.-B., Lee, B.-W., Rhee, E. J., Min, K. W., & Yoon, K.-H. (2019) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2018.0054 · Cited by 25 · see citing works
Martinussen, C., Bojsen-Møller, K. N., Dirksen, C., Svane, M. S., Kristiansen, V. B., Hartmann, B., Holst, J. J., & Madsbad, S. (2019) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2018-02661 · Cited by 25 · see citing works
Zulfiqar, S., Blando, F., Orfila, C., Marshall, L. J., & Boesch, C. (2023) · Molecules · doi:10.3390/molecules28176399 · Cited by 23 · see citing works
Berger, K., Ostberg-Potthoff, J. J., Bakuradze, T., Winterhalter, P., & Richling, E. (2020) · Molecules · doi:10.3390/molecules25225224 · Cited by 22 · see citing works
Jeyaraj, S., & Mary Saral, A. (2024) · Results in Chemistry · doi:10.1016/j.rechem.2024.101747 · Cited by 13 · see citing works
In silico evaluation of condensed and hydrolysable tannins as inhibitors of pancreatic α-amylase
Bueno, P. S. A., Kato, C. G., Lima, D. D. S., Bracht, A., Peralta, R. M., & Seixas, F. A. V. (2019) · Journal of Molecular Modeling · doi:10.1007/s00894-019-4176-3 · Cited by 13 · see citing works
Nguyen, T., Gong, M., Wen, S., Yuan, X., Wang, C., Jin, J., & Zhou, L. (2020) · Journal of Diabetes Research · doi:10.1155/2020/4727390 · Cited by 12 · see citing works
Mudali, D., Jeevanandam, J., & Danquah, M. (2020) · Critical Reviews in Biotechnology · doi:10.1080/07388551.2020.1789062 · Cited by 9 · see citing works
Wang, W., Ning, G., Ma, J., Liu, X.-M., Zheng, S., Wu, F., Xu, L., O’Neill, E. A., Fujita, K. P., Engel, S. S., et al. (2016) · Current Medical Research and Opinion · doi:10.1080/03007995.2016.1277200 · Cited by 12 · see citing works
Hao, L., Schlussel, Y., Fieselmann, K. N., Schneider, S., & Shapses, S. A. (2017) · Nutrients · doi:10.3390/nu9080869 · Cited by 11 · see citing works
Siddiqa, A., Qureshi, R., Yasmin, G., Rafique, S., Zafar, N.-U.-A., Hussain, C. S., Rehman, S. U., & Naheed, N. (2025) · Frontiers in Endocrinology · doi:10.3389/fendo.2025.1482127 · Cited by 9 · see citing works
Chen, Z., Fu, X., Kuang, J., Chen, J., Chen, H., Pei, J., & Yang, H. (2016) · BMC Endocrine Disorders · doi:10.1186/s12902-016-0133-7 · Cited by 7 · see citing works
Ramadaini, T., Sumiwi, S. A., & Febrina, E. (2024) · Drug Design Development and Therapy · doi:10.2147/dddt.s464100 · Cited by 9 · see citing works
Kreitman, A., Schneider, S. H., Hao, L., Schlussel, Y., Bello, N. T., & Shapses, S. A. (2021) · Osteoporosis International · doi:10.1007/s00198-020-05791-5 · Cited by 7 · see citing works
Khowdiary, M. M., & Felemban, S. (2025) · Pharmaceuticals · doi:10.3390/ph18091333 · Cited by 6 · see citing works
Song, L., Wang, X., Yang, Z., Kong, X., Chen, X., Zhang, B., & Yang, W. (2020) · World Journal of Diabetes · doi:10.4239/wjd.v11.i11.514 · Cited by 6 · see citing works
Validation of the ADVIA Centaur® XP system for the determination of insulin and its application
Xu, Y., Xu, S., Li, X., Li, D., Yan, J., & Xu, P. (2019) · Analytical Biochemistry · doi:10.1016/j.ab.2019.113567 · Cited by 6 · see citing works
Production of High-Quality Red Fruit Juices by Athermal Membrane Processes
Morelli, R., Conidi, C., Tundis, R., Loizzo, M. R., D’Avella, M., Timpone, R., & Cassano, A. (2022) · Molecules · doi:10.3390/molecules27217435 · Cited by 5 · see citing works
Goyzueta-Mamani, L. D., Barazorda-Ccahuana, H. L., Candia-Puma, M. A., Galdino, A. S., Machado‐de‐Ávila, R. A., Giunchetti, R. C., Medina‐Franco, J. L., Florin‐Christensen, M., Coelho, E. A. F., & Chávez‐Fumagalli, M. Á. (2024) · Frontiers in Pharmacology · doi:10.3389/fphar.2024.1403203 · Cited by 5 · see citing works
Bi, S., Xu, Z., Wang, Z., Liu, Y., Yu, B., Tian, J., Liu, C., Qiao, L., & Zhang, Y. (2024) · Phytomedicine · doi:10.1016/j.phymed.2024.155992 · Cited by 4 · see citing works
Kondo, S., Mochizuki, K., Hariya, N., Saito, M., Satako, D., & Osonoi, T. (2021) · Drugs in R&D · doi:10.1007/s40268-020-00334-z · Cited by 3 · see citing works
Kumar, G., Seboletswe, P., Manhas, N., Ghumran, S., Gcabashe, N., Bhargava, G., Idris, A., Islam, M. S., & Singh, P. (2025) · Chemical Biology & Drug Design · doi:10.1111/cbdd.70224 · Cited by 1 · see citing works
Goyzueta-Mamani, L. D., Barazorda-Ccahuana, H. L., Candia-Puma, M. A., Galdino, A. S., Machado‐de‐Ávila, R. A., Giunchetti, R. C., Medina‐Franco, J. L., Florin‐Christensen, M., Coelho, E. A. F., & Chávez‐Fumagalli, M. Á. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.03.14.585122
Chokeberry superfood and its effect on the human body
Dakhnovich, A. V. (2025) · doi:10.33920/med-13-2503-05
Li, W., Liu, Z., Li, H., Wang, M., Dai, Y., Zhang, J., Wen, C., Guo, W., Zhou, Q., Zheng, L., et al. (2025) · Fitoterapia · doi:10.1016/j.fitote.2025.106898
Luo, X., Li, S., & Chen, N. (2025) · Diabetes Metabolic Syndrome and Obesity · doi:10.2147/dmso.s552309
Tiwari, P., Park, K. I., & Mandal, S. (2026) · Pharmaceuticals · doi:10.3390/ph19010186
Bakar, M. F. A., Setapar, S. H. M., & Gupta, C. (2026) · Algal Research · doi:10.1016/j.algal.2026.104641
- Authors
- Ueno, H., Tsuchimochi, W., Wang, H.-W., Yamashita, E., Tsubouchi, C., Nagamine, K., Sakoda, H., & Nakazato, M.
- Affiliations
- University of Miyazaki (JP)
- Corresponding author
- Nakazato, Masamitsu
- Venue
- Diabetes Therapy
- Published
- 2015-06
- Volume
- 6
- Issue
- 2
- Pages
- 187-196
- ISSN
- 1869-6953 (ISSN-L)
- 1869-6961
- PMC
- PMC4478179
- OpenAlex
- W1892082423
- Cited by
- 38
- References
- 37
- Citations by year
- 2026: 2 · 2025: 7 · 2024: 5 · 2023: 1 · 2022: 4 · 2021: 4 · 2020: 4 · 2019: 5 · 2018: 1 · 2017: 2 · 2016: 3
- FWCI
- 1.74
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Diabetes Therapy (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Funders
- Grant-in-Aid for Clinical Research from Miyazaki University Hospital
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Surgery › Pancreatic function and diabetes
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- type 2 diabetes, miglitol, acarbose, sitagliptin, alpha-glucosidase inhibitors, DPP-4 inhibitors, insulin secretion, incretins, glucagon-like peptide-1, glucose-dependent insulinotropic polypeptide, ghrelin, des-acyl ghrelin, glucagon, postprandial blood glucose, hyperglycemia
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