Combined use of Donepezil and Memantine increases the probability of five-year survival of Alzheimer’s disease patients
Open accessAbstract
BACKGROUND: Alzheimer's disease (AD) is the most common neurodegenerative disease. Studying the effects of drug treatments on multiple health outcomes related to AD could be beneficial in demonstrating which drugs reduce the disease burden and increase survival. METHODS: We conducted a comprehensive causal inference study implementing doubly robust estimators and using one of the largest high-quality medical databases, the Oracle Electronic Health Records (EHR) Real-World Data. Our work was focused on the estimation of the effects of the two common Alzheimer's disease drugs, Donepezil and Memantine, and their combined use on the five-year survival since initial diagnosis of AD patients. Also, we formally tested for the presence of interaction between these drugs. RESULTS: Here, we show that the combined use of Donepezil and Memantine significantly elevates the probability of five-year survival. In particular, their combined use increases the probability of five-year survival by 0.050 (0.021, 0.078) (6.4%), 0.049 (0.012, 0.085), (6.3%), 0.065 (0.035, 0.095) (8.3%) compared to no drug treatment, the Memantine monotherapy, and the Donepezil monotherapy respectively. We also identify a significant beneficial additive drug-drug interaction effect between Donepezil and Memantine of 0.064 (0.030, 0.098). CONCLUSIONS: Based on our findings, adopting combined treatment of Memantine and Donepezil could extend the lives of approximately 303,000 people with AD living in the USA to be beyond five-years from diagnosis. If these patients instead have no drug treatment, Memantine monotherapy or Donepezil monotherapy they would be expected to die within five years.
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?
For moderate-to-severe AD dementia, a combination of memantine and donepezil is approved.
“For moderate-to-severe AD dementia, a combination of a glutamate regulator (memantine) and a cholinesterase inhibitor (donepezil) is approved [127,128,129].”
From Recent Advances in Therapeutics for the Treatment of Alzheimer’s Disease (2024) · cites this paper as [127]
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
Sensitivity analysis in observational research: Introducing the E-value
VanderWeele, T. J., & Ding, P. (2017) · Annals of Internal Medicine · doi:10.7326/m16-2607 · Cited by 6,350 · see citing works
Comprehensive Review on Alzheimer’s Disease: Causes and Treatment
Breijyeh, Z., & Karaman, R. (2020) · Molecules · doi:10.3390/molecules25245789 · Cited by 2,789 · see citing works
2022 Alzheimer's disease facts and figures
Anonymous (2022) · Alzheimer s & Dementia · doi:10.1002/alz.12638 · Cited by 2,384 · see citing works
Matthews, K. A., Xu, W., Gaglioti, A. H., Holt, J. B., Croft, J. B., Mack, D., & McGuire, L. C. (2019) · Alzheimer's & Dementia · doi:10.1016/j.jalz.2018.06.3063 · Cited by 1,124 · see citing works
Diagnosis of Early Alzheimer's Disease: Clinical Practice in 2021
Porsteinsson, A. P., Isaacson, R. S., Knox, S., Sabbagh, M. N., & Rubino, I. (2021) · The Journal of Prevention of Alzheimer's Disease · doi:10.14283/jpad.2021.23 · Cited by 744 · see citing works
Schneider, L. S., Mangialasche, F., Andreasen, N., Feldman, H., Giacobini, E., Jones, R., Mantua, V., Mecocci, P., Pani, L., Winblad, B., et al. (2014) · Journal of Internal Medicine · doi:10.1111/joim.12191 · Cited by 651 · see citing works
Risk factors for Alzheimer’s disease
Armstrong, R. A. (2019) · Folia Neuropathologica · doi:10.5114/fn.2019.85929 · Cited by 617 · see citing works
Alzheimer’s disease and its treatment by different approaches: A review
Srivastava, S., Ahmad, R., & Khare, S. K. (2021) · European Journal of Medicinal Chemistry · doi:10.1016/j.ejmech.2021.113320 · Cited by 490 · see citing works
Mortality in the United States, 2021
xu, J., Murphy, S., Kochanek, K. D., & Arias, E. (2022) · doi:10.15620/cdc:122516 · Cited by 405 · see citing works
Causal Inference in Public Health
Glass, T. A., Goodman, S. N., Hernán, M. Á., & Samet, J. M. (2013) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031811-124606 · Cited by 398 · see citing works
Li, D., Zhang, Y.-H., Zhang, W., & Zhao, P. (2019) · Frontiers in Neuroscience · doi:10.3389/fnins.2019.00472 · Cited by 183 · see citing works
Long-term Effects of Cholinesterase Inhibitors on Cognitive Decline and Mortality
Xu, H., Garcia-Ptacek, S., Jönsson, L., Wimo, A., Nordström, P., & Eriksdotter, M. (2021) · Neurology · doi:10.1212/wnl.0000000000011832 · Cited by 182 · see citing works
Guo, J., Wang, Z., Liu, R., Huang, Y., Zhang, N., & Zhang, R. (2020) · Brain and Behavior · doi:10.1002/brb3.1831 · Cited by 165 · see citing works
Gene-environment interactions in Alzheimer's disease: A potential path to precision medicine
Eid, A., Mhatre, I., & Richardson, J. R. (2019) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2019.03.005 · Cited by 164 · see citing works
Sensitivity to change and prediction of global change for the Alzheimer’s Questionnaire
Malek‐Ahmadi, M. H., Chen, K., Davis, K. J., Belden, C. M., Powell, J. J., Jacobson, S. A., & Sabbagh, M. N. (2015) · Alzheimer s Research & Therapy · doi:10.1186/s13195-014-0092-z · Cited by 133 · see citing works
Atri, A., Molinuevo, J. L., Lemming, O., Wirth, Y., Pulte, I., & Wilkinson, D. (2013) · Alzheimer's Research & Therapy · doi:10.1186/alzrt160 · Cited by 126 · see citing works
Emerging risk of environmental factors: insight mechanisms of Alzheimer’s diseases.
Rahman, M. A., Rahman, M. S., Uddin, M. J., Mamum-Or-Rashid, A. N. M., Pang, M.-G., & Rhim, H. (2020) · Environmental Science and Pollution Research · doi:10.1007/s11356-020-08243-z · Cited by 115 · see citing works
Atri, A., Hendrix, S. B., Pejović, V., Hofbauer, R. K., Edwards, J., Molinuevo, J. L., & Graham, S. M. (2015) · Alzheimer s Research & Therapy · doi:10.1186/s13195-015-0109-2 · Cited by 76 · see citing works
Hou, S. S., Yang, J. L., Lee, J. H., Kwon, Y., Calvo-Rodríguez, M., Bao, K., Ahn, S., Kashiwagi, S., Kumar, A. T. N., Bacskai, B. J., et al. (2023) · Nature Biomedical Engineering · doi:10.1038/s41551-023-01003-7 · Cited by 74 · see citing works
Molino, I., Colucci, L., Fasanaro, A. M., Traini, E., & Amenta, F. (2013) · The Scientific World JOURNAL · doi:10.1155/2013/925702 · Cited by 72 · see citing works
Shi, Y., Lu, X., Zhang, L., Shu, H., Gu, L., Wang, Z., Gao, L., Zhu, J., Zhang, H., Zhou, D., et al. (2019) · ACS Chemical Neuroscience · doi:10.1021/acschemneuro.9b00095 · Cited by 67 · see citing works
Cerner real-world data (CRWD) - A de-identified multicenter electronic health records database
Ehwerhemuepha, L., Carlson, K., Moog, R., Bondurant, B., Akridge, C., Moreno, T., Gasperino, G., & Feaster, W. W. (2022) · Data in Brief · doi:10.1016/j.dib.2022.108120 · Cited by 61 · see citing works
Effect of Cholinesterase Inhibitors on Mortality in Patients With Dementia
Truong, C., Recto, C., Lafont, C., Canouï‐Poitrine, F., Belmin, J., & Lafuente‐Lafuente, C. (2022) · Neurology · doi:10.1212/wnl.0000000000201161 · Cited by 40 · see citing works
Response to cholinesterase inhibitors affects lifespan in Alzheimer's disease
Wattmo, C., Londos, E., & Minthon, L. (2014) · BMC Neurology · doi:10.1186/s12883-014-0173-4 · Cited by 30 · see citing works
Molecular Imaging of Fluorinated Probes for Tau Protein and Amyloid-β Detection
Yeo, S. K., Shepelytskyi, Y., Grynko, V., & Albert, M. S. (2020) · Molecules · doi:10.3390/molecules25153413 · Cited by 22 · see citing works
Ehwerhemuepha, L., Roth, B. J., Patel, A. K., Heutlinger, O., Heffernan, C., Arrieta, A. C., Sanger, T. D., Cooper, D. M., Shahbaba, B., Chang, A. C., et al. (2022) · JAMA Network Open · doi:10.1001/jamanetworkopen.2022.11967 · Cited by 22 · see citing works
Riverol, M., Slachevsky, A., & López, O. L. (2011) · PubMed · Cited by 16 · see citing works
Yaghmaei, E., Ehwerhemuepha, L., Feaster, W. W., Gibbs, D., & Rakovski, C. S. (2020) · Journal of Orthopaedic Surgery and Research · doi:10.1186/s13018-020-01863-8 · Cited by 8 · see citing works
Yaghmaei, E., Pierce, A., Lu, H., Patel, Y. M., Ehwerhemuepha, L., Rezaie, A., Sajjadi, S. A., & Rakovski, C. S. (2023) · PLoS ONE · doi:10.1371/journal.pone.0291362 · Cited by 6 · see citing works
rakovski22/Causal_AD: Causal AD Survival V1.0
rakovski22 (2024) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.10729055 · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Hossain, M. S., & Hussain, M. H. (2025) · Pharmacology Research & Perspectives · doi:10.1002/prp2.70131 · Cited by 94 · see citing works
Recent Advances in Therapeutics for the Treatment of Alzheimer’s Disease
Thawabteh, A. M., Ghanem, A. W., AbuMadi, S., Thaher, D., Jaghama, W., Karaman, D., & Karaman, R. (2024) · Molecules · doi:10.3390/molecules29215131 · Cited by 56 · see citing works
“Constipation, headache, nausea, vomiting, lack of appetite, increased frequency of bowel movements, dizziness, disorientation, and headaches are among the side effects [127–129].”
BackgroundA Review of Multimodal Fusion–Based Deep Learning for Alzheimer’s Disease
Zhang, R., Sheng, J., Zhang, Q., Wang, J., & Wang, B. (2025) · Neuroscience · doi:10.1016/j.neuroscience.2025.04.035 · Cited by 32 · see citing works
Sugandhi, V. V., Gadhave, D. G., Ugale, A. R., Kulkarni, N. N., Nangare, S., Patil, H. P., Rath, S., Saxena, R., Lavate, A., Patel, A. T., et al. (2025) · Ageing Research Reviews · doi:10.1016/j.arr.2025.102775 · Cited by 31 · see citing works
Targetome-guided combination drug discovery as next-generation therapeutics
Liu, P., Huang, F., Zheng, X., & Hao, H. (2025) · Targetome · doi:10.48130/targetome-0025-0002 · Cited by 27 · see citing works
Lee, D., Shen, A. M., Shah, M., Garbuzenko, O. B., & Minko, T. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms251910357 · Cited by 20 · see citing works
Lentzen, M., Vairavan, S., Muurling, M., Alepopoulos, V., Atreya, A., Boada, M., de Boer, C., Conde, P., Curcic, J., Frisoni, G. B., et al. (2025) · Alzheimer s Research & Therapy · doi:10.1186/s13195-025-01675-0 · Cited by 21 · see citing works
Sheikh, M., & Ammar, M. (2024) · Frontiers in Neuroscience · doi:10.3389/fnins.2024.1398952 · Cited by 23 · see citing works
Angelova, V. T., Stoyanov, B. P., & Simeonova, R. (2024) · Molecules · doi:10.3390/molecules29225314 · Cited by 17 · see citing works
Hajihosseini, S., Zakavi, S. A., Farrokhi, Z., Amanzadeh, M., Panahi, P., Mahram, M., Eftekhari, N., Noroozi, M., Ebrahimi, M. J., Alizadeh, A., et al. (2025) · IBRO Neuroscience Reports · doi:10.1016/j.ibneur.2025.05.016 · Cited by 12 · see citing works
Thakur, A., Rana, M., Vanjani, S., Liou, K.-C., Taliyan, R., Nepali, K., & Yang, C. (2026) · Medicinal Research Reviews · doi:10.1002/med.70047 · Cited by 10 · see citing works
Alzheimer’s: Epidemiology, Pathophysiology, Diagnosis, and Treatments
Rahman, A. T. F., Jaiswal, A., Keshari, P., & Singh, D. K. (2025) · Springer eBooks · doi:10.1007/978-981-96-6202-9_2 · Cited by 8 · see citing works
Kim, M., Kwon, H., Sohn, S., Lee, W. J., Cho, K., & Kim, G. W. (2025) · Journal of Alzheimer s Disease · doi:10.1177/13872877251391820 · Cited by 12 · see citing works
Neurotransmitter Systems in Alzheimer’s Disease
Ramı́rez-Expósito, M. J., Cueto‐Ureña, C., & Martı́nez-Martos, J. M. (2026) · Current Issues in Molecular Biology · doi:10.3390/cimb48030334 · Cited by 7 · see citing works
Designed Cell-Penetrating Peptide Constructs for Inhibition of Pathogenic Protein Self-Assembly
Kalmouni, M., Oh, Y., Alata, W., & Magzoub, M. M. (2024) · Pharmaceutics · doi:10.3390/pharmaceutics16111443 · Cited by 7 · see citing works
Youssef, B., Ibrahim, E. A., Moselhy, S. S., ElShebiney, S. A., & ELabd, W. K. (2025) · Discover Nano · doi:10.1186/s11671-025-04356-x · Cited by 7 · see citing works
Ntorkou, M., Tzanavaras, P. D., & Zacharis, C. K. (2024) · Advances in Sample Preparation · doi:10.1016/j.sampre.2024.100135 · Cited by 5 · see citing works
Bridging the gap in the management of Alzheimer's disease using fecal microbiota transplantation
Bashir, B., Gulati, M., Vishwas, S., Hussain, M. S., Gupta, G., Kumar, P., Negi, P., Mittal, N., Dua, K., & Singh, S. K. (2025) · Molecular and Cellular Neuroscience · doi:10.1016/j.mcn.2025.104052 · Cited by 4 · see citing works
Silva, J. G. D. M., Barros, W. D. M., Prado-Lopes, N., & Bellozi, P. M. Q. (2026) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2026.111640 · Cited by 3 · see citing works
Ntorkou, M., Bikiaris, N. D., Tzanavaras, P. D., & Zacharis, C. K. (2025) · Journal of Chromatography A · doi:10.1016/j.chroma.2025.466316 · Cited by 2 · see citing works
Alzheimer's disease: part 2 – the present
Nitríni, R. (2024) · Arquivos de Neuro-Psiquiatria · doi:10.1055/s-0044-1791755 · Cited by 2 · see citing works
Nutrients and Drugs in Alzheimer’s Disease: Harnessing Antioxidants
Shteinberg, M., Nissim, T., Zaken, K. B., Sawaid, I. O., Segev, L., Mesfin, S., Frankel, P., Ezzy, R., Saha, T., Bloch, N., et al. (2025) · International journal of Nutrition Pharmacology Neurological Diseases · doi:10.4103/ijnpnd.ijnpnd_123_25 · Cited by 1 · see citing works
Mechanisms to medicines: navigating drug repurposing strategies in Alzheimer’s disease
Khan, S. A., Raza, K., Tiwari, P., El‐Tanani, M., Rabbani, S. A., & Parvez, S. (2026) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2025.1676065 · Cited by 1 · see citing works
Wang, B., Li, Y., Yao, T., Shen, X., Li, H., Jiang, W., Li, X., & Zhu, Z. (2026) · RSC Medicinal Chemistry · doi:10.1039/d5md00963d · Cited by 1 · see citing works
Martínez, R. F., Sánchez-Gallardo, M., & Cintas, P. (2026) · European Journal of Medicinal Chemistry · doi:10.1016/j.ejmech.2026.118791 · Cited by 1 · see citing works
Monoclonal antibodies and small molecules: on the cutting edge of Alzheimer’s disease therapy
Ouro, A., Ben-Dor, G. A., Debasa‐Mouce, M., Gulkarov, S., Leon, J. D., Castro‐Mosquera, M., Sobrino, T., Bougea, A. M., & Reiss, A. B. (2026) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2026.1766762 · Cited by 1 · see citing works
Belavadi, S., & Kadiri, S. K. (2026) · European Journal of Pharmacology · doi:10.1016/j.ejphar.2026.178913 · Cited by 1 · see citing works
Asran, A. M. (2026) · Electroanalysis · doi:10.1002/elan.70147 · Cited by 1 · see citing works
Singh, B., Youssef, S. H., Uddin, A. H. M. M., Song, Y., & Garg, S. (2026) · BMC Chemistry · doi:10.1186/s13065-026-01835-9 · Cited by 2 · see citing works
Safety and effectiveness of Donepezil and Memantine in Alzheimer's Disease
Ghosh, A. (2025) · International Journal of Pharmaceutical Sciences and Drug Research · doi:10.25004/ijpsdr.2025.170310
Que sait-on de la mémantine comme traitement de la maladie d’Alzheimer en 2024 ?
Oquendo, B., Zolnowski‐Kolp, V., & Belmin, J. (2024) · NPG. Neurologie, psychiatrie, gériatrie/NPG · doi:10.1016/j.npg.2024.08.003
Upcoming Nano and Conventional Drug Delivery Strategies for Alzheimer’s Disease
Varghese, N. M., Sathyamoorthy, N., Krishnamurthy, P. T., Varshini, M. S., & Chintamaneni, P. K. (2024) · Springer eBooks · doi:10.1007/978-981-96-0259-9_16
Choi, M., Jin, B. H., Keum, D. H., Mo, K. H., Park, M. S., Lee, J.-H., Park, S., & Kim, C. O. (2025) · Clinical Pharmacology in Drug Development · doi:10.1002/cpdd.1556
Hypothesis-Driven Insights and Clinical Trial Updates in Alzheimer’s Disease Pathogenesis
Alhawarri, M. B. (2025) · CNS & Neurological Disorders - Drug Targets · doi:10.2174/0118715273387383250924031644
Comprehensive descriptive analysis of large Alzheimer's disease patient cohorts
Yaghmaei, E., Dillard, A., Rezaei, M., Rezaie, A., Pierce, A. C., Lu, H., Adams, E., Todorov, N., Ehwerhemuepha, L., Zheng, J., et al. (2025) · Journal of Alzheimer s Disease Reports · doi:10.1177/25424823251385560
Electrochemiluminescent detection of donepezil
Ameen, A., Cavanagh, J., Shum, P. H., Blake, R. S., Brown, K., Allan, P., & Dennany, L. (2025) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2025.119714
Leveraging routine clinical data for dementia risk prediction using machine learning
Ye, Z., Zai, A., Wang, B., Bennett, A., Guilarte-Walker, Y., Wong, K., Zai, A., Erban, S. B., & Lin, H. (2026) · Journal of Alzheimer s Disease · doi:10.1177/13872877261443945
Management of Alzheimer’s Disease-Associated Cognitive Disabilities
Bera, S., & Kundu, M. (2026) · SpringerBriefs in modern perspectives on disability research. · doi:10.1007/978-981-95-7121-5_3
Synergistic Geroprotectors Mapping through Systems Machine Learning and Graph Neural Networks
Sharma, Y., & Das, A. (2026) · OMICS A Journal of Integrative Biology · doi:10.1177/15578100261464019
Machine Learning in Drug Repurposing
Amin, S. A., Sessa, L., Sottile, E., Concilio, S., & Piotto, S. (2026) · Royal Society of Chemistry eBooks · doi:10.1039/9781837070206-00490
Lee, J., & Yoon, H. (2026) · Applied Geography · doi:10.1016/j.apgeog.2026.104120
Parveen, N., Ansari, J. A., Singh, M., & Verma, V. (2026) · The Egyptian Journal of Neurology Psychiatry and Neurosurgery · doi:10.1186/s41983-026-01211-3
Chen, Y., Shi, H., Chen, S., & Zhu, L. (2026) · Journal of Alzheimer s Disease Reports · doi:10.1177/25424823261478276
Targeting glial modulation: molecular mechanisms of Polygonatum in neurological disorders
Liu, Z., Luo, Y., Zheng, C., Long, X., Zhao, Y., Pan, Z., Xu, B., & Sun, J. (2026) · Frontiers in Pharmacology · doi:10.3389/fphar.2026.1969384
Kavitha, J. M., Sindhu, K. S., Ramakrishnan, S., Cyriac, J., Abraham, I., & Abi, T. G. (2026) · Journal of Molecular Liquids · doi:10.1016/j.molliq.2026.129977
Yang, J., Lou, F., Sun, W., Li, M., Su, L., Wang, Y., 李平安, & Su, J. (2026) · Pharmacological Research · doi:10.1016/j.phrs.2026.109690
Singh, B., Rajapaksha, W., Koppisetti, H., Nakmode, D., Song, Y.-M., & Garg, S. (2026) · AAPS PharmSciTech · doi:10.1208/s12249-026-03576-3
- Authors
- Yaghmaei, E., Lu, H., Ehwerhemuepha, L., Zheng, J., Danioko, S., Rezaie, A., Sajjadi, S. A., & Rakovski, C.
- Affiliations
- Chapman University (US)
- University of North Carolina at Chapel Hill (US)
- Children's Hospital of Orange County (US)
- University of California, Irvine (US)
- Corresponding author
- Rakovski, Cyril
- ORCID
- Venue
- Communications Medicine
- Published
- 2024-05-23
- Volume
- 4
- Issue
- 1
- Pages
- 99-99
- ISSN
- 2730-664X (ISSN-L)
- PMC
- PMC11116549
- OpenAlex
- W4398237142
- Cited by
- 47
- References
- 30
- Citations by year
- 2026: 21 · 2025: 17 · 2024: 9
- FWCI
- 13.81
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Communications Medicine (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion, cc-by)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- Chapman University Digital Commons (Chapman University) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- UNC Libraries
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Health Sciences › Medicine › Pharmacology › Cholinesterase and Neurodegenerative Diseases
- Keywords
- Alzheimer's disease, donepezil, memantine, combination therapy, five-year survival, drug-drug interactions, causal inference, doubly robust estimation, electronic health records, real-world data, monotherapy comparison
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