Gestational diabetes and the risk of cardiovascular disease in women: a systematic review and meta-analysis
Open accessAbstract
Aims/hypothesis Women who develop gestational diabetes mellitus (GDM) have an elevated lifetime risk of type 2 diabetes mellitus. Recently, a series of studies has suggested that women with GDM also have an increased risk of cardiovascular disease (CVD). However, it is unclear if this risk is dependent upon the intercurrent development of type 2 diabetes. Thus, we conducted a systematic review and meta-analysis to evaluate the impact of GDM on future risk of incident CVD and to ascertain the role of type 2 diabetes in this regard.Methods We systematically searched the PubMed and EMBASE databases for observational studies that evaluated the association of GDM with subsequent CVD, with publication between 1 January 1950 and 30 August 2018. Two independent reviewers extracted data and the analysis was performed in accordance with Meta-analysis of Observational Studies in Epidemiology (MOOSE) guidelines. RRs were calculated using a random-effects model to assess the predictive value of GDM for future cardiovascular events. To evaluate whether incident type 2 diabetes in the GDM population influenced the association with CVD, we used meta-regression models followed by sensitivity analyses restricted to women who did not develop type 2 diabetes during follow-up.Results A pooled analysis of nine studies yielded data from 5,390,591 women (101,424 cardiovascular events). Compared with those who did not have GDM, women with GDM had a twofold higher risk of future cardiovascular events (RR 1.98 [95% CI 1.57, 2.50]). Meta-regression analysis showed that the rates of incident type 2 diabetes across the studies did not affect this risk (p = 0.34). Moreover, when restricted to women who did not develop type 2 diabetes, GDM remained associated with a 56% higher risk of future cardiovascular events (RR 1.56 [95% CI 1.04, 2.32]). GDM conferred a 2.3-fold increased risk of cardiovascular events in the first decade postpartum (RR 2.31 [95% CI 1.57, 3.39]).Conclusions/interpretation The diagnosis of GDM identifies young women who have a twofold higher risk of cardiovascular events postpartum compared with their peers. This risk is not dependent upon intercurrent type 2 diabetes and is apparent within the first decade after pregnancy. Thus, even without progressing to type 2 diabetes, women with GDM comprise an at-risk population for CVD and hence a potential opportunity for early risk factor surveillance and risk modification.
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?
GDM has similar effects on future CVD risk in women, independent of obesity and at a fairly young age.
“GDM had similar effects on the risk of women developing future CVDs189,190 (Supplementary Table 4), independent of obesity and at a fairly young age191–194.”
From A global view of hypertensive disorders and diabetes mellitus during pregnancy (2022) · cites this paper as [190]
The Results report that women with prior GDM had nearly twice the risk of future cardiovascular events, and the discussion says the increased risk is evident in young women within the first decade after delivery (page numbers unavailable). The Results also report an association after pooling adjusted estimates, but adjustment factors varied across studies; the paper does not establish that the association is independent of obesity specifically. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThe American Heart Association released a scientific statement describing a 2-fold higher risk of developing cardiovascular disease in women with GDM.
“Recently, the American Heart Association released a scientific statement describing a 2-fold higher risk of developing CVD in women with GDM [11,60,61].”
From Gestational Diabetes Mellitus: Diagnostic Approaches and Maternal-Offspring Complications (2022) · cites this paper as [61]
The Results and Discussion report that women with prior GDM had approximately twice the risk of future cardiovascular events (RR 1.98). But this paper presents that finding as its own meta-analysis, not as a description of an American Heart Association scientific statement. The cited source therefore supports the risk estimate but not the attribution to an AHA statement. (LLM, conf=0.88)
Experimental — accuracy not yet measuredWomen with gestational diabetes mellitus have increased risk of future type 2 diabetes, kidney disease and cardiovascular disease.
“Women with gestational diabetes mellitus have increased risk of future type 2 diabetes, kidney disease and cardiovascular disease. 4 , 5 , 6 , 7”
From Australasian Diabetes in Pregnancy Society ( <scp>ADIPS</scp> ) 2025 consensus recommendations for the screening, diagnosis and classification of gestational diabetes (2025) · cites this paper as [7]
The Introduction states that gestational diabetes predicts future type 2 diabetes, and the Abstract reports a higher risk of future cardiovascular events. The paper does not address future kidney disease; searches for kidney and renal disease found no supporting passage. (LLM, conf=0.90)
Experimental — accuracy not yet measuredThe increased risk of cardiovascular disease in women with GDM was independent of the subsequent development of postpartum type 2 diabetes mellitus.
“This increased risk was independent of the subsequent development of postpartum type 2 diabetes mellitus.”
From Gestational Diabetes Mellitus: Diagnostic Approaches and Maternal-Offspring Complications (2022) · cites this paper as [61]
A 2019 meta-analysis of over 5 million women reported an approximately two-fold higher risk of major CVD events (RR 1.98) in women with a history of GDM.
“A 2019 meta-analysis of over 5 million women reported an approximately two-fold higher risk of major CVD events (RR 1.98) and women who did not progress to T2DM showed a 56% higher risk (RR 1.56) in those with a history of GDM [12].”
In the same 2019 meta-analysis, women with a history of GDM who did not progress to T2DM showed a 56% higher risk (RR 1.56) of major CVD events.
“A 2019 meta-analysis of over 5 million women reported an approximately two-fold higher risk of major CVD events (RR 1.98) and women who did not progress to T2DM showed a 56% higher risk (RR 1.56) in those with a history of GDM [12].”
In women with gestational diabetes mellitus, the increased risk of cardiovascular disease development occurs independently and in addition to the risk attributed to type 2 diabetes development.
“In women with GDM, the increased risk of CVD development occurs independently and in addition to the risk attributed to T2D development [62,63].”
From Recent Experimental Studies of Maternal Obesity, Diabetes during Pregnancy and the Developmental Origins of Cardiovascular Disease (2022) · cites this paper as [62]
The cardiovascular risk in women with GDM is independent of the intercurrent development of T2DM.
“This is in line with a recent meta-analysis showing that women with GDM had a two-fold higher risk for future cardiovascular events and that this cardiovascular risk is independent of the intercurrent development of T2DM [56].”
From The Risk for Glucose Intolerance after Gestational Diabetes Mellitus since the Introduction of the IADPSG Criteria: A Systematic Review and Meta-Analysis (2019) · cites this paper as [56]
Women with GDM had a two-fold higher risk for future cardiovascular events.
“This is in line with a recent meta-analysis showing that women with GDM had a two-fold higher risk for future cardiovascular events and that this cardiovascular risk is independent of the intercurrent development of T2DM [56].”
From The Risk for Glucose Intolerance after Gestational Diabetes Mellitus since the Introduction of the IADPSG Criteria: A Systematic Review and Meta-Analysis (2019) · cites this paper as [56]
Gestational diabetes is an important precursor of future cardiometabolic complications.
“Given that GDM is an important precursor of future cardiometabolic complications, women with a history of GDM should regularly be screened not only for diabetes, but also for CV health.[26][27][28][29]”
From 2023 ESC guidelines for the management of cardiovascular disease in patients with diabetes. (2023) · cites this paper as [26]
Women with a history of gestational diabetes have a greater risk of composite cardiovascular disease than those without gestational diabetes.
“Women with a history of gestational diabetes had a greater risk of composite cardiovascular disease than those without gestational diabetes (table 1).62”
From Association between the reproductive health of young women and cardiovascular disease in later life: umbrella review (2020) · cites this paper as [62]
The risk of composite cardiovascular disease in women with a history of gestational diabetes is highest in the first decade after pregnancy.
“The risk was highest in the first decade after pregnancy.62”
From Association between the reproductive health of young women and cardiovascular disease in later life: umbrella review (2020) · cites this paper as [62]
When the analysis is limited to women who did not go on to develop diabetes mellitus after gestational diabetes, the risk of composite cardiovascular disease is slightly less but remains statistically significant.
“When the analysis was limited to women who did not go on to develop diabetes mellitus after gestational diabetes, the risk was slightly less but remained statistically significant (supplementary table 3).62”
From Association between the reproductive health of young women and cardiovascular disease in later life: umbrella review (2020) · cites this paper as [62]
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
Quantifying heterogeneity in a meta‐analysis
Higgins, J. P. T., & Thompson, S. G. (2002) · Statistics in Medicine · doi:10.1002/sim.1186 · Cited by 36,763 · see citing works
Dermyshi, E., Wang, Y., Yan, C., Hong, W., Qiu, G., Gong, X., & Zhang, T. (2017) · Neonatology · doi:10.1159/000454668 · Cited by 24,577 · see citing works
Stroup, D. F. (2000) · JAMA · doi:10.1001/jama.283.15.2008 · Cited by 20,623 · see citing works
(2014) · Medical Entomology and Zoology · Cited by 17,633 · see citing works
Stang, A. (2010) · European Journal of Epidemiology · doi:10.1007/s10654-010-9491-z · Cited by 17,396 · see citing works
Operating characteristics of a rank correlation test for publication bias
Begg, C. B., & Mazumdar, M. (1994) · Biometrics · doi:10.2307/2533446 · Cited by 16,955 · see citing works
Heart Disease and Stroke Statistics—2015 Update: A Report From the American Heart Association
Mozaffarian, D., Benjamin, E. J., Go, A. S., Arnett, D. K., Blaha, M. J., Cushman, M., de Ferranti, S., Després, J.-P., Fullerton, H. J., Howard, V. J., et al. (2015) · Circulation · doi:10.1161/cir.0000000000000152 · Cited by 5,797 · see citing works
Type 2 diabetes mellitus after gestational diabetes: a systematic review and meta-analysis
Bellamy, L., Casas, J.-P., Hingorani, A. D., & Williams, D. (2009) · The Lancet · doi:10.1016/s0140-6736(09)60731-5 · Cited by 3,253 · see citing works
(1964) · PubMed · Cited by 1,230 · see citing works
Diabetes and Cardiovascular Disease: The “Common Soil” Hypothesis
Stern, M. P. (1995) · Diabetes · doi:10.2337/diab.44.4.369 · Cited by 739 · see citing works
Increased Risk of Cardiovascular Disease in Young Women Following Gestational Diabetes Mellitus
Shah, B. R., Retnakaran, R., & Booth, G. L. (2008) · Diabetes Care · doi:10.2337/dc08-0706 · Cited by 489 · see citing works
Self-citationCarr, D. B., Utzschneider, K. M., Hull, R. L., Tong, J., Wallace, T. M., Kodama, K., Shofer, J. B., Heckbert, S. R., Boyko, E. J., Fujimoto, W. Y., et al. (2006) · Diabetes Care · doi:10.2337/dc05-2482 · Cited by 350 · see citing works
Daly, B., Toulis, K. A., Thomas, N., Gokhale, K., Martin, J., Webber, J., Keerthy, D., Jolly, K., Saravanan, P., & Nirantharakumar, K. (2018) · PLOS Medicine · doi:10.1371/journal.pmed.1002488 · Cited by 328 · see citing works
Tobias, D. K., Stuart, J. J., Li, S., Chavarro, J., Rimm, E. B., Rich-Edwards, J., Hu, F. B., Manson, J. E., & Zhang, C. (2017) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2017.2790 · Cited by 323 · see citing works
Retnakaran, R., & Shah, B. R. (2009) · Canadian Medical Association Journal · doi:10.1503/cmaj.090569 · Cited by 194 · see citing works
Self-citationAn association between gestational diabetes mellitus and long-term maternal cardiovascular morbidity
Kessous, R., Shoham‐Vardi, I., Pariente, G., Sherf, M., & Sheiner, E. (2013) · Heart · doi:10.1136/heartjnl-2013-303945 · Cited by 191 · see citing works
Glucose Intolerance in Pregnancy and Postpartum Risk of Metabolic Syndrome in Young Women
Retnakaran, R., Qi, Y., Connelly, P. W., Sermer, M., Zinman, B., & Hanley, A. J. G. (2010) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2009-1990 · Cited by 190 · see citing works
Self-citationAdverse pregnancy outcomes and future maternal cardiovascular disease
Hauspurg, A., Ying, W., Hubel, C. A., Michos, E. D., & Ouyang, P. (2018) · Clinical Cardiology · doi:10.1002/clc.22887 · Cited by 179 · see citing works
Retnakaran, R., & Shah, B. R. (2017) · Diabetes Care · doi:10.2337/dc16-1400 · Cited by 167 · see citing works
Self-citationEarly cardiovascular events in women with a history of gestational diabetes mellitus
Goueslard, K., Cottenet, J., Mariet, A., Giroud, M., Cottin, Y., Petit, J., & Quantin, C. (2016) · Cardiovascular Diabetology · doi:10.1186/s12933-016-0338-0 · Cited by 144 · see citing works
Preconception Cardiovascular Risk Factors and Pregnancy Outcome
Harville, E. W., Viikari, J. S. A., & Raitakari, O. T. (2011) · Epidemiology · doi:10.1097/ede.0b013e318225c960 · Cited by 130 · see citing works
McKenzie‐Sampson, S., Paradis, G., Healy‐Profitós, J., St‐Pierre, F., & Auger, N. (2018) · Acta Diabetologica · doi:10.1007/s00592-017-1099-2 · Cited by 127 · see citing works
Li, J., Song, C., Li, C., Liu, P., Sun, Z., & Yang, X. (2018) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2018.03.054 · Cited by 124 · see citing works
Savitz, D. A., Danilack, V. A., Elston, B., & Lipkind, H. S. (2014) · American Journal of Epidemiology · doi:10.1093/aje/kwu118 · Cited by 120 · see citing works
Retnakaran, R. R., Qi, Y., Connelly, P. W., Sermer, M., Hanley, A. J., & Zinman, B. (2009) · Diabetologia · doi:10.1007/s00125-009-1600-8 · Cited by 112 · see citing works
Self-citationFadl, H., Magnuson, A., Östlund, I., Montgomery, S., Hanson, U., & Schwarcz, E. (2014) · BJOG An International Journal of Obstetrics & Gynaecology · doi:10.1111/1471-0528.12754 · Cited by 111 · see citing works
Kaul, P., Savu, A., Nerenberg, K. A., Donovan, L., Chik, C. L., Ryan, E. A., & Johnson, J. A. (2014) · Diabetic Medicine · doi:10.1111/dme.12635 · Cited by 106 · see citing works
Retnakaran, R. R., Qi, Y., Connelly, P. W., Sermer, M., Hanley, A. J., & Zinman, B. (2010) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2010-0361 · Cited by 97 · see citing works
Self-citationShostrom, D. C. V., Sun, Y., Oleson, J. J., Snetselaar, L. G., & Bao, W. (2017) · Frontiers in Endocrinology · doi:10.3389/fendo.2017.00144 · Cited by 96 · see citing works
Hyperglycemia in pregnancy and its implications for a woman’s future risk of cardiovascular disease
Retnakaran, R. R. (2018) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2018.04.008 · Cited by 81 · see citing works
Self-citationThe Insulin-Like Growth Factor Axis: A New Player in Gestational Diabetes Mellitus?
Retnakaran, R. R. (2016) · Diabetes · doi:10.2337/dbi16-0048 · Cited by 17 · see citing works
Self-citation(2018) · Digital Commons@Becker (Washington University School of Medicine) · doi:10.1371/journal
Flagged first, then by citations
Research works printed but not linked: 1
- [10]10. Stroup DF, Berlin JA, Morton SC et al (2000) Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis of Observational Studies in Epidemiology (MOOSE) group. JAMA 283(15):2008-2012. https://doi.org/10. 1001/jama.283.15.2008
Cited by
Sorted by citations
2021 ESC Guidelines on cardiovascular disease prevention in clinical practice
Visseren, F. L. J., Mach, F., Smulders, Y. M., Carballo, D., Koskinas, K. C., Bäck, M., Benetos, A., Biffi, A., Boavida, J.-M., Capodanno, D., et al. (2021) · European Heart Journal · doi:10.1093/eurheartj/ehab484 · Cited by 6,485 · see citing works
2024 ESC Guidelines for the management of elevated blood pressure and hypertension
McEvoy, J. W., McCarthy, C. P., Bruno, R. M., Brouwers, S., Canavan, M. D., Ceconi, C., Christodorescu, R. M., Daskalopoulou, S. S., Ferro, C. J., Gerdts, E., et al. (2024) · European Heart Journal · doi:10.1093/eurheartj/ehae178 · Cited by 2,298 · see citing works
McIntyre, H. D., Catalano, P., Zhang, C., Desoye, G., Mathiesen, E. R., & Damm, P. (2019) · Nature Reviews Disease Primers · doi:10.1038/s41572-019-0098-8 · Cited by 1,850 · see citing works
2023 ESC guidelines for the management of cardiovascular disease in patients with diabetes.
Marx, N., Federici, M., Schütt, K., Müller-Wieland, D., Ajjan, R. A., Antunes, M. J., Christodorescu, R. M., Crawford, C., Di Angelantonio, E., Eliasson, B., et al. (2023) · European Heart Journal · doi:10.1093/eurheartj/ehad192 · Cited by 1,642 · see citing works
The Lancet women and cardiovascular disease Commission: reducing the global burden by 2030
Vogel, B., Mónica Acevedo, B., Appelman, Y., Merz, C. N. B., Chieffo, A., Figtree, G. A., Guerrero, M. E., Kunadian, V., Lam, C. S. P., Maas, A. H. E. M., et al. (2021) · The Lancet · doi:10.1016/s0140-6736(21)00684-x · Cited by 1,536 · see citing works
Parikh, N. I., Gonzalez, J. M., Anderson, C. A. M., Judd, S. E., Rexrode, K. M., Hlatky, M. A., Gunderson, E. P., Stuart, J. J., Vaidya, D., & On behalf of the American Heart Association Council on Epidemiology and Prevention; Council on Arteriosclerosis, T. A. V. B. C. O. C. A. S. N. A. T. S. C. (2021) · Circulation · doi:10.1161/cir.0000000000000961 · Cited by 743 · see citing works
2021 ESC Guidelines on cardiovascular disease prevention in clinical practice
Visseren, F. L. J., Mach, F., Smulders, Y. M., Carballo, D., Koskinas, K. C., Bäck, M., Bénétos, A., Biffi, A., Boavida, J.-M., Capodanno, D., et al. (2021) · European Journal of Preventive Cardiology · doi:10.1093/eurjpc/zwab154 · Cited by 565 · see citing works
Gestational diabetes: opportunities for improving maternal and child health
Saravanan, P., Magee, L. A., Banerjee, A., Coleman, M. A., von Dadelszen, P., Denison, F. C., Farmer, A. A., Finer, S., Fox-Rushby, J. A., Holt, R. I. G., et al. (2020) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(20)30161-3 · Cited by 436 · see citing works
Epidemiology and management of gestational diabetes
Sweeting, A., Hannah, W., Backman, H., Catalano, P., Feghali, M., Herman, W. H., Hivert, M.-F., Immanuel, J., Meek, C., Oppermann, M. L., et al. (2024) · The Lancet · doi:10.1016/s0140-6736(24)00825-0 · Cited by 431 · see citing works
Okoth, K., Chandan, J. S., Marshall, T., Thangaratinam, S., Thomas, G. N., Nirantharakumar, K., & Adderley, N. J. (2020) · BMJ · doi:10.1136/bmj.m3502 · Cited by 416 · see citing works
Gestational Diabetes Mellitus: Diagnostic Approaches and Maternal-Offspring Complications
Moon, J. H., & Jang, H. C. (2022) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2021.0335 · Cited by 377 · see citing works
Maas, A. H. E. M., Rosano, G. M. C., Cífková, R., Chieffo, A., van Dijken, D., Hamoda, H., Kunadian, V., Laan, E. T. M., Lambrinoudaki, I. V., Maclaran, K., et al. (2020) · European Heart Journal · doi:10.1093/eurheartj/ehaa1044 · Cited by 361 · see citing works
Pregnancy and Reproductive Risk Factors for Cardiovascular Disease in Women
O’Kelly, A. C., Michos, E. D., SHUFELT, C. L., Vermunt, J. V., Minissian, M., Quesada, O., Smith, G. N., Rich-Edwards, J. W., Garovic, V. D., Khoudary, S. R. E., et al. (2022) · Circulation Research · doi:10.1161/circresaha.121.319895 · Cited by 344 · see citing works
Trends in Gestational Diabetes at First Live Birth by Race and Ethnicity in the US, 2011-2019.
Shah, N. S., Wang, M. C., Freaney, P., Perak, A., Carnethon, M., Kandula, N., Gunderson, E., Bullard, K., Grobman, W., O'Brien, M., et al. (2021) · Journal of the American Medical Association (JAMA) · doi:10.1001/jama.2021.7217 · Cited by 249 · see citing works
A global view of hypertensive disorders and diabetes mellitus during pregnancy
Jiang, L., Tang, K., Magee, L. A., von Dadelszen, P., Ekeroma, A., Li, X., Zhang, E., & Bhutta, Z. A. (2022) · Nature Reviews Endocrinology · doi:10.1038/s41574-022-00734-y · Cited by 314 · see citing works
Wong, N. D., Budoff, M. J., Ferdinand, K. C., Graham, I. M., Michos, E. D., Reddy, T. K., Shapiro, M. D., & Toth, P. P. (2022) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2022.100335 · Cited by 316 · see citing works
Ten things to know about ten cardiovascular disease risk factors
Bays, H. E., Taub, P. R., Epstein, E., Michos, E. D., Ferraro, R. A., Bailey, A. L., Kelli, H. M., Ferdinand, K. C., Echols, M. R., Weintraub, H., et al. (2021) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2021.100149 · Cited by 274 · see citing works
Menopause: a cardiometabolic transition
Nappi, R. E., Chedraui, P., Lambrinoudaki, I. V., & Simoncini, T. (2022) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(22)00076-6 · Cited by 277 · see citing works
The Use of Sex-Specific Factors in the Assessment of Women’s Cardiovascular Risk
Agarwala, A., Michos, E. D., Samad, Z. Z., Ballantyne, C. M., & Virani, S. S. (2020) · Circulation · doi:10.1161/circulationaha.119.043429 · Cited by 220 · see citing works
Xie, W., Wang, Y., Xiao, S., Qiu, L., Yu, Y. G., & Zhang, Z. (2022) · BMJ · doi:10.1136/bmj-2022-070244 · Cited by 211 · see citing works
Lorenzo-Almorós, A., Hang, T., Peiró, C., Soriano-Guillén, L., Egido, J., Tuñón, J., & Lorenzo, Ó. (2019) · Cardiovascular Diabetology · doi:10.1186/s12933-019-0935-9 · Cited by 202 · see citing works
Review of methods for detecting glycemic disorders
Bergman, M., Abdul‐Ghani, M. A., DeFronzo, R. A., Manco, M., Sesti, G., Fiorentino, T. V., Ceriello, A., Rhee, M. K., Phillips, L. S., Chung, S. T., et al. (2020) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2020.108233 · Cited by 202 · see citing works
Pathophysiology from preconception, during pregnancy, and beyond.
Hivert, M.-F., Backman, H., Benhalima, K., Catalano, P., Desoye, G., Immanuel, J., McKinlay, C. J. D., Meek, C. L., Nolan, C. J., Ram, U., et al. (2024) · The Lancet · doi:10.1016/s0140-6736(24)00827-4 · Cited by 186 · see citing works
Venkatesh, K. K., Lynch, C. D.-J., Powe, C. E., Costantine, M. M., Thung, S., Gabbe, S. G., Grobman, W. A., & Landon, M. B. (2022) · JAMA · doi:10.1001/jama.2022.3189 · Cited by 169 · see citing works
Gestational Diabetes Mellitus and Preeclampsia: Correlation and Influencing Factors
Yang, Y., & Wu, N. (2022) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2022.831297 · Cited by 155 · see citing works
The Oral Glucose Tolerance Test: 100 Years Later
Jagannathan, R., Neves, J. S., Dorcely, B., Chung, S. T., Tamura, K., Rhee, M. K., & Bergman, M. (2020) · Diabetes Metabolic Syndrome and Obesity · doi:10.2147/dmso.s246062 · Cited by 159 · see citing works
Drapkina, O. M., Васильевна, К. А., Калинина, А. М., Avdeev, S. M., Викторович, А. М., Alexandrova, L. M., Анциферова, А. А., Dm, A., Ахмеджанов, Н. М., Balanova, Y. А., et al. (2022) · CARDIOVASCULAR THERAPY AND PREVENTION · doi:10.15829/1728-8800-2022-3235 · Cited by 172 · see citing works
Pervjakova, N., Moen, G.-H., Borges, M. C., Ferreira, T. C., Cook, J. P., Allard, C., Beaumont, R. N., Canouil, M., Hatem, G., Heiskala, A., et al. (2022) · Human Molecular Genetics · doi:10.1093/hmg/ddac050 · Cited by 128 · see citing works
Ten things to know about ten cardiovascular disease risk factors – 2022
Bays, H. E., Agarwala, A., German, C. A., Satish, P., Iluyomade, A., Dudum, R., Thakkar, A., Rifai, M. A., Mehta, A., Thobani, A., et al. (2022) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2022.100342 · Cited by 136 · see citing works
Pregnancy complications and later life women's health
McNestry, C., Killeen, S. L., Crowley, R. K., & McAuliffe, F. M. (2023) · Acta Obstetricia Et Gynecologica Scandinavica · doi:10.1111/aogs.14523 · Cited by 142 · see citing works
Gestational Diabetes Mellitus and Its Implications across the Life Span
Wicklow, B. A., & Retnakaran, R. R. (2023) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2022.0348 · Cited by 126 · see citing works
Self-citationLower versus Higher Glycemic Criteria for Diagnosis of Gestational Diabetes
Crowther, C. A., Samuel, D., McCowan, L. M. E., Edlin, R., Tran, T., & McKinlay, C. J. (2022) · New England Journal of Medicine · doi:10.1056/nejmoa2204091 · Cited by 120 · see citing works
Gunderson, E. P., Sun, B., Catov, J. M., Carnethon, M., Lewis, C. E., Allen, N. B., Sidney, S., Wellons, M., Rana, J. S., Hou, L., et al. (2021) · Circulation · doi:10.1161/circulationaha.120.047320 · Cited by 117 · see citing works
Crump, C., Sundquist, J., McLaughlin, M. A., Dolan, S. M., Govindarajulu, U. S., Sieh, W., & Sundquist, K. (2023) · BMJ · doi:10.1136/bmj-2022-072112 · Cited by 115 · see citing works
Yu, Y., Soohoo, M., Sørensen, H. T., Li, J., & Arah, O. A. (2021) · Diabetes Care · doi:10.2337/dc21-1018 · Cited by 99 · see citing works
Cardiovascular Disease in Women: From Pathophysiology to Novel and Emerging Risk Factors
Geraghty, L. E., Figtree, G. A., Schutte, A. E., Patel, S., Woodward, M., & Arnott, C. G. (2020) · Heart Lung and Circulation · doi:10.1016/j.hlc.2020.05.108 · Cited by 98 · see citing works
Gender-Related Factors in Medication Adherence for Metabolic and Cardiovascular Health
Venditti, V., Bleve, E., Morano, S., & Filardi, T. (2023) · Metabolites · doi:10.3390/metabo13101087 · Cited by 110 · see citing works
Early Metformin in Gestational Diabetes
Dunne, F., Newman, C., Alvarez‐Iglesias, A., Ferguson, J. P., Smyth, A., Browne, M. B., O’Shea, P. M., Devane, D., Gillespie, P., Bogdanet, D., et al. (2023) · JAMA · doi:10.1001/jama.2023.19869 · Cited by 126 · see citing works
Fu, J. M., & Retnakaran, R. R. (2022) · EClinicalMedicine · doi:10.1016/j.eclinm.2022.101294 · Cited by 94 · see citing works
Self-citationPregnancy as an opportunity to prevent type 2 diabetes mellitus: FIGO Best Practice Advice
Adam, S., McIntyre, D. H., Tsoi, K. Y., Kapur, A., Ronald, C. W., Dias, S. C., Okong, P., Hod, M., Poon, L. C., Smith, G. N., et al. (2023) · International Journal of Gynecology & Obstetrics · doi:10.1002/ijgo.14537 · Cited by 91 · see citing works
Elder, P., Sharma, G. V., Gulati, M., & Michos, E. D. (2020) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2020.100028 · Cited by 88 · see citing works
Sheiner, E., Kapur, A., Retnakaran, R. R., Hadar, E., Poon, L. C., McIntyre, D. H., Divakar, H., Staff, A. C., Narula, J., Kihara, A., et al. (2019) · International Journal of Gynecology & Obstetrics · doi:10.1002/ijgo.12926 · Cited by 87 · see citing works
Self-citationThe Role of Dietary Carbohydrates in Gestational Diabetes
Mustad, V. A., Huynh, D. T. T., López-Pedrosa, J. M., Campoy, C., & Rueda, R. (2020) · Nutrients · doi:10.3390/nu12020385 · Cited by 89 · see citing works
Mazumder, T., Akter, E., Rahman, S. M., Islam, M. T., & Talukder, M. R. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19052583 · Cited by 79 · see citing works
Kim, J. A., Kim, J., Roh, E., Hong, S., Lee, Y., Baik, S. H., Choi, K. M., Noh, E., Hwang, S. Y., Cho, G. J., et al. (2020) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2020.108533 · Cited by 82 · see citing works
Guía ESC 2021 sobre la prevención de la enfermedad cardiovascular en la práctica clínica
Visseren, F. L. J., Mach, F., Smulders, Y. M., Carballo, D., Koskinas, K. C., Bäck, M., Bénétos, A., Biffi, A., Boavida, J. M., Capodanno, D., et al. (2022) · Revista Española de Cardiología · doi:10.1016/j.recesp.2021.10.016 · Cited by 80 · see citing works
Ohya, Y., Arakawa, K., Arata, N., Arima, S., Arima, H., Asayama, K., Dohi, Y., Fukami, A., Furuhashi, M., Goto, K., et al. (2026) · Hypertension Research · doi:10.1038/s41440-025-02462-y · Cited by 81 · see citing works
Moon, J. S., Kang, S., Choi, J. H., Lee, K. A., Moon, J. H., Chon, S., Kim, D. J., Kim, H. J., Seo, J. A., Kim, M. K., et al. (2024) · Diabetes & Metabolism Journal · doi:10.4093/dmj.2024.0249 · Cited by 76 · see citing works
Long-term cardiovascular outcomes of gestational diabetes mellitus: a prospective UK Biobank study
Lee, S. M., Shivakumar, M., Park, J. W., Jung, Y. M., Choe, E. K., Kwak, S. H., Oh, S., Park, J. S., Jun, J. K., Kim, D., et al. (2022) · Cardiovascular Diabetology · doi:10.1186/s12933-022-01663-w · Cited by 74 · see citing works
Lawesson, S. S., Swahn, E., Pihlsgård, M., Andersson, T., Angerås, O., Brolin, E. B., Bergdahl, E., Blomberg, M. I., Christersson, C., Gonçalves, I., et al. (2023) · JAMA · doi:10.1001/jama.2022.24093 · Cited by 74 · see citing works
Pathirana, M. M., Lassi, Z. S., Alı̀, A., Arstall, M. A., Roberts, C. T., & Andraweera, P. H. (2020) · Endocrine · doi:10.1007/s12020-020-02492-1 · Cited by 72 · see citing works
Gestationsdiabetes (GDM) (Update 2023)
Kautzky‐Willer, A., Winhofer, Y., Kiss, H., Falcone, V., Berger, A., Lechleitner, M., Weitgasser, R., & Harreiter, J. (2023) · Wiener klinische Wochenschrift · doi:10.1007/s00508-023-02181-9 · Cited by 83 · see citing works
Call to action for a life course approach
Simmons, D. S., Gupta, Y., Hernandez, T. L., Levitt, N. S., van Poppel, M. N. M., Yang, X., Zarowsky, C., BACKMAN, H. E., Feghali, M. N., & Nielsen, K. K. (2024) · The Lancet · doi:10.1016/s0140-6736(24)00826-2 · Cited by 73 · see citing works
Gestational diabetes: Implications for fetal growth, intervention timing, and treatment options
Mirabelli, M., CHIEFARI, E. D., Tocci, V., Greco, E. A., FOTI, D. P., & Brunetti, A. (2021) · Current Opinion in Pharmacology · doi:10.1016/j.coph.2021.06.003 · Cited by 69 · see citing works
Momsen, A. H., Høtoft, D., Ørtenblad, L., Lauszus, F. F., Krogh, R. A., Lynggaard, V., Christiansen, J. J., Maindal, H. T., & Nielsen, C. V. (2021) · Endocrinology Diabetes & Metabolism · doi:10.1002/edm2.230 · Cited by 66 · see citing works
The stigma associated with gestational diabetes mellitus: A scoping review
Davidsen, E., Maindal, H. T., Rod, M. H., Olesen, K., Byrne, M., Damm, P., & Nielsen, K. K. (2022) · eClinicalMedicine · doi:10.1016/j.eclinm.2022.101614 · Cited by 64 · see citing works
Gestational Diabetes Mellitus: Mechanisms Underlying Maternal and Fetal Complications
Lee, J., Lee, N. K., & Moon, J. H. (2025) · Endocrinology and Metabolism · doi:10.3803/enm.2024.2264 · Cited by 72 · see citing works
Perak, A. M., Lancki, N., Kuang, A., Labarthe, D. R., Allen, N. B., Shah, S. H., Lowe, L. P., Grobman, W. A., Scholtens, D. M., Lloyd‐Jones, D. M., et al. (2020) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2020.07.053 · Cited by 62 · see citing works
Ndumele, C. E., Rodríguez, F., Dixon, D. L., Khan, S. S., Mukherjee, D., Bajaj, M. S., Bangalore, S., Bozkurt, B., Breathett, K. K., Clarke, S. L., et al. (2026) · Circulation · doi:10.1161/cir.0000000000001453 · Cited by 87 · see citing works
Sex Differences in Acute Coronary Syndromes: A Global Perspective
Cader, F. A., Banerjee, S., & Gulati, M. (2022) · Journal of Cardiovascular Development and Disease · doi:10.3390/jcdd9080239 · Cited by 68 · see citing works
Reproductive risk factors across the female lifecourse and later metabolic health
Nichols, A. R., Chavarro, J. E., & Oken, E. (2024) · Cell Metabolism · doi:10.1016/j.cmet.2024.01.002 · Cited by 59 · see citing works
Update on sex specific risk factors in cardiovascular disease
Nguyen, A. H., Hurwitz, M., SULLIVAN, S. A., Saad, A. F., Kennedy, J. L. W., & Sharma, G. V. (2024) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2024.1352675 · Cited by 61 · see citing works
Gestational diabetes mellitus, hypertension, and dyslipidemia as the risk factors of preeclampsia
Aziz, F., Khan, M. F., & Moiz, A. (2024) · Scientific Reports · doi:10.1038/s41598-024-56790-z · Cited by 60 · see citing works
Preston, E. V., Rifas‐Shiman, S. L., Hivert, M., Zota, A. R., Sagiv, S. K., Calafat, A. M., Oken, E., & James-Todd, T. M. (2020) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgaa328 · Cited by 58 · see citing works
Climate factors and gestational diabetes mellitus risk – a systematic review
Preston, E. V., Eberle, C., Brown, F. M., & James-Todd, T. M. (2020) · Environmental Health · doi:10.1186/s12940-020-00668-w · Cited by 60 · see citing works
McIntyre, D. H., Kapur, A., Divakar, H., & Hod, M. (2020) · Frontiers in Endocrinology · doi:10.3389/fendo.2020.614533 · Cited by 61 · see citing works
Pathirana, M. M., Lassi, Z. S., Alı̀, A., Arstall, M. A., Roberts, C. T., & Andraweera, P. H. (2020) · Reviews in Endocrine and Metabolic Disorders · doi:10.1007/s11154-020-09587-0 · Cited by 59 · see citing works
Risk and adverse outcomes of gestational diabetes in migrants: A population cohort study
Seghieri, G., Cianni, G. D., Seghieri, M., Lacaria, E., Decenti, E. C., Lencioni, C., Gualdani, E., Voller, F., & Francesconi, P. (2020) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2020.108128 · Cited by 55 · see citing works
Obesity Management in Women of Reproductive Age
Ogunwole, S. M., Zera, C., & Stanford, F. C. (2021) · JAMA · doi:10.1001/jama.2020.21096 · Cited by 56 · see citing works
Association of Gestational Diabetes With Subsequent Long-Term Risk of Mortality
Wang, Y., Mitsunami, M., Manson, J. E., Gaskins, A. J., Rich-Edwards, J. W., Wang, L., Zhang, C., & Chavarro, J. E. (2023) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2023.4401 · Cited by 56 · see citing works
Ndumele, C. E., Rodriguez, F., Dixon, D. L., Khan, S. S., Mukherjee, D., Bajaj, M., Bangalore, S., Bozkurt, B., Breathett, K., Clarke, S. L., et al. (2026) · JACC · doi:10.1016/j.jacc.2026.03.056 · Cited by 90 · see citing works
BALDASSARRE, M. P. A., Tomo, P. D., Centorame, G., Pandolfi, A., Pietro, N. D., Consoli, A., & Formoso, G. (2021) · Nutrients · doi:10.3390/nu13072210 · Cited by 55 · see citing works
Benhalima, K., Crombrugge, P. V., Moyson, C., Verhaeghe, J., Vandeginste, S., Verlaenen, H., Vercammen, C., Maes, T., Dufraimont, E., Block, C. E. M. D., et al. (2020) · Acta Diabetologica · doi:10.1007/s00592-019-01469-5 · Cited by 55 · see citing works
Habibi, N., Mousa, A., Tay, C. T., Khomami, M. B., Patten, R. K., Andraweera, P. H., Wassie, M., Vandersluys, J., Aflatounian, A., Bianco‐Miotto, T., et al. (2022) · Diabetes/Metabolism Research and Reviews · doi:10.1002/dmrr.3532 · Cited by 53 · see citing works
“Increased TG are associated with insulin resistance,132 which not only drives the process for MetS,133 but is also an important factor underlying the development of type 2 diabetes and CVD.134–136 In a recent study of 500 adults in China, TG positively correlated with insulin resistance in participants with normal glu…”
BackgroundInfluentialCorrelation Analysis between GDM and Gut Microbial Composition in Late Pregnancy
Li, G., Yin, P., Chu, S., Gao, W., Cui, S., Guo, S., Xu, Y., Yuan, E., Zhu, T., You, J., et al. (2021) · Journal of Diabetes Research · doi:10.1155/2021/8892849 · Cited by 54 · see citing works
Gestational Diabetes and Incident Heart Failure: A Cohort Study
Echouffo-Tcheugui, J. B., Guan, J., Retnakaran, R. R., & Shah, B. R. (2021) · Diabetes Care · doi:10.2337/dc21-0552 · Cited by 51 · see citing works
Self-citationAguilera, J., Semmler, J., Coronel, C., Georgiopoulos, G. A., Simpson, J. M., Nicolaides, K. H., & Charakida, M. (2020) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2020.04.019 · Cited by 51 · see citing works
Benhalima, K., Lens, K., Bosteels, J., & Chantal, M. (2019) · Journal of Clinical Medicine · doi:10.3390/jcm8091431 · Cited by 50 · see citing works
“2018 [56] Retrospective cohort study, Canada NR NR NR NR NR No matched controls NR”
BackgroundResultInfluentialZhang, H., Wang, Q., Benmarhnia, T., Jalaludin, B. B., Shen, X., Yu, Z., Ren, M., Liang, Q., Wang, J., Ma, W., et al. (2021) · Environment International · doi:10.1016/j.envint.2021.106457 · Cited by 50 · see citing works
D’Amico, R., Dalmacy, D. M., Akinduro, J. A., Hyer, M., Thung, S., Mao, S., Fareed, N., & Bose‐Brill, S. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2022.54765 · Cited by 50 · see citing works
Updates in Long-term Maternal and Fetal Adverse Effects of Gestational Diabetes Mellitus
Shou, C., Wei, Y.-M., Wang, C., & Yang, H.-X. (2019) · Maternal-Fetal Medicine · doi:10.1097/fm9.0000000000000019 · Cited by 52 · see citing works
Eberle, C., & Stichling, S. (2022) · BMC Public Health · doi:10.1186/s12889-022-13965-5 · Cited by 54 · see citing works
German, C. A., Baum, S. J., Ferdinand, K. C., Gulati, M., Polonsky, T. S., Toth, P. P., & Shapiro, M. D. (2022) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2022.100432 · Cited by 53 · see citing works
Agarwala, A., Satish, P., Rifai, M. A., Mehta, A., Cainzos‐Achirica, M., Shah, N. S., Kanaya, A. M., Sharma, G. V., Dixon, D. L., Blumenthal, R. S., et al. (2023) · JACC Advances · doi:10.1016/j.jacadv.2023.100258 · Cited by 49 · see citing works
Minhas, A., Ying, W., Ogunwole, S. M., Miller, M. J., Zakaria, S., Vaught, A. “. J., Hays, A. G., Creanga, A. A., Cedars, A. M., Michos, E. D., et al. (2020) · Current Treatment Options in Cardiovascular Medicine · doi:10.1007/s11936-020-00862-6 · Cited by 50 · see citing works
Freaney, P. M., Khan, S. S., Lloyd‐Jones, D. M., & Stone, N. J. (2020) · Current Atherosclerosis Reports · doi:10.1007/s11883-020-00864-6 · Cited by 50 · see citing works
Rassie, K. L., Giri, R., Joham, A. E., Teede, H. J., & Mousa, A. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms232415621 · Cited by 48 · see citing works
Christensen, M. H., Rubin, K. H., Petersen, T. G., Nohr, E. A., Vinter, C. A., Andersen, M., & Jensen, D. M. (2022) · Cardiovascular Diabetology · doi:10.1186/s12933-022-01609-2 · Cited by 48 · see citing works
Analysis of risk factors related to gestational diabetes mellitus
Li, F., Hu, Y., Zeng, J., Li, Z., Peng, Y., Dong, W., & Chen, D. (2020) · Taiwanese Journal of Obstetrics and Gynecology · doi:10.1016/j.tjog.2020.07.016 · Cited by 50 · see citing works
Analysis of Pregnancy Complications and Epigenetic Gestational Age of Newborns
Ladd‐Acosta, C., Vang, E., Barrett, E. S., Bulka, C. M., Bush, N. R., Cárdenas, A., Dabelea, D., Dunlop, A. L., Fry, R. C., Gao, X., et al. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.0672 · Cited by 45 · see citing works
Mild Gestational Diabetes and Adverse Pregnancy Outcome: A Systemic Review and Meta-Analysis
Yarandi, R. B., Vaismoradi, M., Panahi, M. H., Kymre, I. G., & Behboudi‐Gandevani, S. (2021) · Frontiers in Medicine · doi:10.3389/fmed.2021.699412 · Cited by 46 · see citing works
McCloskey, L., Bernstein, J., Collaborative, T. B. T. C., Amutah-Onukagha, N., Anthony, J., Barger, M. K., Belanoff, C. M., Bennett, T., Bird, C. E., Bolds, D. E., et al. (2021) · Women s Health Issues · doi:10.1016/j.whi.2021.01.002 · Cited by 48 · see citing works
Tayal, U., Pompei, G., Wilkinson, I. B., Adamson, D. L., Sinha, A., Hildick‐Smith, D., Cubbon, R. M., Garbi, M., Ingram, T. E., Colebourn, C. L., et al. (2024) · Heart · doi:10.1136/heartjnl-2024-324625 · Cited by 44 · see citing works
The Role of Xanthine Oxidase in Pregnancy Complications: A Systematic Review
Annesi, L., Tossetta, G., Borghi, C., & Piani, F. (2024) · Antioxidants · doi:10.3390/antiox13101234 · Cited by 41 · see citing works
Kim, K.-S., Hong, S., Han, K., & Park, C.-Y. (2021) · Endocrinology and Metabolism · doi:10.3803/enm.2020.948 · Cited by 40 · see citing works
Murphy, K., Berk, J., Muhwava, L. S., Booley, S., Harbron, J., Ware, L. J., Norris, S. A., Zarowsky, C., Lambert, E. V., & Levitt, N. S. (2023) · BMC Public Health · doi:10.1186/s12889-023-15586-y · Cited by 44 · see citing works
Yefet, E., Schwartz, N., Sliman, B., Ishay, A., & Nachum, Z. (2019) · Cardiovascular Diabetology · doi:10.1186/s12933-019-0881-6 · Cited by 38 · see citing works
Impact of gestational diabetes mellitus on maternal cardiac adaptation to pregnancy
Buddeberg, B. S., Sharma, R., O’Driscoll, J. M., Agten, A. K., Khalil, A. A., & Thilaganathan, B. (2019) · Ultrasound in Obstetrics and Gynecology · doi:10.1002/uog.21941 · Cited by 39 · see citing works
Age of onset of diabetes and all-cause mortality
Ang, G. Y. (2020) · World Journal of Diabetes · doi:10.4239/wjd.v11.i4.95 · Cited by 39 · see citing works
Thayer, S. M., Lo, J. O.-T., & Caughey, A. B. (2020) · Obstetrics and Gynecology Clinics of North America · doi:10.1016/j.ogc.2020.04.002 · Cited by 40 · see citing works
- Authors
- Kramer, C. K., Campbell, S., & Retnakaran, R.
- Affiliations
- Mount Sinai Hospital (CA)
- Corresponding author
- Retnakaran, Ravi
- Venue
- Diabetologia
- Published
- 2019-03-07
- Volume
- 62
- Issue
- 6
- Pages
- 905-914
- ISSN
- 0012-186X (ISSN-L)
- 1432-0428
- OpenAlex
- W2921935358
- Semantic Scholar
- 87801df0711328b6dbc1cde08d51702ee5195d9d
- Cited by
- 965
- References
- 32
- Citations by year
- 2026: 132 · 2025: 143 · 2024: 175 · 2023: 149 · 2022: 156 · 2021: 112 · 2020: 74 · 2019: 23
- FWCI
- 14.42
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Diabetologia (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Birth, Development, and Health
- Keywords
- gestational diabetes mellitus, cardiovascular risk, type 2 diabetes, postpartum period, women's health, cardiovascular events, postpartum cardiovascular risk, pregnancy outcomes, cardiovascular risk prediction
- MeSH terms
- Animals, Cardiovascular Diseases, Diabetes Mellitus, Type 2, Female, Humans, Pregnancy, Risk Factors, Women's Health, Diabetes, Gestational
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