REASSURED diagnostics to inform disease control strategies, strengthen health systems and improve patient outcomes
Open accessAbstract
Lack of access to quality diagnostics remains a major contributor to health burden in resource-limited settings. It has been more than 10 years since ASSURED (affordable, sensitive, specific, user-friendly, rapid, equipment-free, delivered) was coined to describe the ideal test to meet the needs of the developing world. Since its initial publication, technological innovations have led to the development of diagnostics that address the ASSURED criteria, but challenges remain. From this perspective, we assess factors contributing to the success and failure of ASSURED diagnostics, lessons learnt in the implementation of ASSURED tests over the past decade, and highlight additional conditions that should be considered in addressing point-of-care needs. With rapid advances in digital technology and mobile health (m-health), future diagnostics should incorporate these elements to give us REASSURED diagnostic systems that can inform disease control strategies in real-time, strengthen the efficiency of health care systems and improve patient outcomes.
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?
The implementation of POCT outside the laboratory has facilitated access to diagnostics for remote and regional populations, disadvantaged communities and individuals at high risk of infection.
“The implementation of POCT outside the laboratory has facilitated access to diagnostics for remote and regional populations, disadvantaged communities and individuals at high risk of infection [66].”
From Point-of-care testing: state-of-the art and perspectives (2025) · cites this paper as [66]
The ASSURED criteria section (page unavailable) explains that point-of-care tests can serve community and primary-care settings with limited laboratory access, and the implementation section describes rapid testing in the Amazon forest and rural China. The paper also discusses increased access in low- and middle-income countries, but the passages found do not establish improved access specifically for individuals at high risk of infection. (LLM, conf=0.82)
Experimental — accuracy not yet measuredAn independent FDA-university-commercial evaluation of RAgTs provided repeat home testing performance data used in theoretical calculations.
“An independent FDA-university-commercial evaluation of RAgTs provided repeat home testing performance data [66] used in theoretical calculations.”
From Point-of-care testing: state-of-the art and perspectives (2025) · cites this paper as [66]
The ASSURED diagnostic tests section discusses rapid tests for HIV, malaria, syphilis and TB, not an independent evaluation of repeat at-home RAgT testing. Searches for FDA–university–commercial evaluation and serial home-testing performance found no passage addressing the attributed data; the copy provides no page numbers for these passages. (LLM, conf=0.76)
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
Untreated maternal syphilis and adverse outcomes of pregnancy: a systematic review and meta-analysis
Gomez, G. B., Kamb, M. L., Newman, L. M., Mark, J., Broutet, N., & Hawkes, S. J. (2013) · Bulletin of the World Health Organization · doi:10.2471/blt.12.107623 · Cited by 634 · see citing works
Newman, L., Kamb, M., Hawkes, S., Gomez, G., Say, L., Seuc, A., & Broutet, N. (2013) · PLoS Medicine · doi:10.1371/journal.pmed.1001396 · Cited by 448 · see citing works
Flagged first, then by citations
Research works printed but not linked: 81
- [1]Mabey D Peeling RW Ustianowski A Perkins MD Diagnostics for the developing world Nat. Rev. Microbiol. 2004 2 231 240 10.1038/nrmicro841 15083158 · DOI · Paper page
- [3]Sweeney S The costs of accessible quality assured syphilis diagnostics: informing quality systems for rapid syphilis tests in a Tanzanian setting Health Policy Plan. 2014 29 633 641 10.1093/heapol/czt049 23894075 · DOI
- [5]Aledort JE Reducing the burden of sexually transmitted infections in resource-limited settings: the role of improved diagnostics Nature 2006 444 59 72 10.1038/nature05447 17159895 · DOI
- [6]Gift TL Pate MS Hook EW Kassler WJ The rapid test paradox: when fewer cases detected lead to more cases treated: A decision analysis of tests for Chlamydia trachomatis Sex. Transm. Dis. 1999 26 232 240 10.1097/00007435-199904000-00010 10225593 · DOI
- [7]Frost L Reich M Access: How Do Good Health Technologies Get to Poor People in Poor Countries 2008 Cambridge Harvard Univ. Press
- [8]Nkengasong JN Yao K Onyebujoh P Laboratory medicine in low-income and middle-income countries: progress and challenges Lancet 2018 391 1873 1875 10.1016/S0140-6736(18)30308-8 29550031 PMC5962422 · DOI
- [9]Alemnji GA Zeh C Yao K Fonjungo PN Strengthening national health laboratories in sub-Saharan Africa: a decade of remarkable progress Trop. Med. Int. Heal. 2014 19 450 458 10.1111/tmi.12269 PMC4826025 24506521 · DOI
- [10]Hay Burgess DC Wasserman J Dahl CA Global health diagnostics Nature 2006 444 1 2 10.1038/nature05440 17159888 · DOI · Paper page
- [11]Urdea M Requirements for high impact diagnostics in the developing world Nature 2006 444 73 79 10.1038/nature05448 17159896 · DOI
- [13]Pai NP Tulsky JP Cohan D Colford JM Reingold AL Rapid point-of-care HIV testing in pregnant women: A systematic review and meta-analysis Trop. Med. Int. Heal. 2007 12 162 173 10.1111/j.1365-3156.2006.01812.x 17300622 · DOI
- [15]Ghani AC Burgess DH Reynolds A Rousseau C Expanding the role of diagnostic and prognostic tools for infectious diseases in resource-poor settings Nature 2015 528 50 52 10.1038/nature16038 26633765 · DOI
- [16]Fonjungo PN Ensuring quality AIDS 2016 30 1317 1323 10.1097/QAD.0000000000001031 26807969 PMC4856175 · DOI
- [17]WHO-FIND Malaria RDT Evaluation Programme (WHO, 2017). PMC5433078 28506275
- [18]Poyer S Availability and price of malaria rapid diagnostic tests in the public and private health sectors in 2011: Results from 10 nationally representative cross-sectional retail surveys Trop. Med. Int. Heal. 2015 20 744 756 10.1111/tmi.12491 25728761 · DOI
- [20]Cheng Q Plasmodium falciparum parasites lacking histidine-rich protein 2 and 3: a review and recommendations for accurate reporting Malar. J. 2014 13 283 10.1186/1475-2875-13-283 25052298 PMC4115471 · DOI
- [21]Rennie W Minimising human error in malaria rapid diagnosis: clarity of written instructions and health worker performance Trans. R. Soc. Trop. Med. Hyg. 2007 101 9 18 10.1016/j.trstmh.2006.03.011 17049572 · DOI
- [22]Harvey SA Improving community health worker use of malaria rapid diagnostic tests in Zambia: package instructions, job aid and job aid-plus-training Malar. J. 2008 7 160 10.1186/1475-2875-7-160 18718028 PMC2547110 · DOI
- [23]Peeling RW Syphilis Nat. Rev. Dis. Prim. 2017 3 17073 10.1038/nrdp.2017.73 29022569 PMC5809176 · DOI · Paper page
- [27]Tucker JD Accelerating worldwide syphilis screening through rapid testing: a systematic review Lancet Infect. Dis. 2018 10 381 386 10.1016/S1473-3099(10)70092-X 20510278 · DOI
- [28]Jafari Y Are Treponema pallidum specific rapid and point-of-care tests for syphilis accurate enough for screening in resource limited settings? Evidence from a meta-analysis PLoS ONE 2013 8 e54695 10.1371/journal.pone.0054695 23468842 PMC3582640 · DOI
- [29]Swartzendruber A Steiner RJ Adler MR Kamb ML Newman LM Introduction of rapid syphilis testing in antenatal care: a systematic review of the impact on HIV and syphilis testing uptake and coverage Int. J. Gynecol. Obstet. 2015 130 15 21 10.1016/j.ijgo.2015.04.008 PMC6799988 26001704 · DOI
- [30]Shelley KD Scaling down to scale up: a health economic analysis of integrating point-of-care syphilis testing into antenatal care in Zambia during pilot and national rollout implementation PLoS ONE 2015 10 e0125675 10.1371/journal.pone.0125675 25970443 PMC4430530 · DOI
- [31]Ansbro EacuteM Introduction of syphilis point-of-care tests, from pilot study to national programme implementation in Zambia: a qualitative study of healthcare workers’ perspectives on testing, training and quality assurance PLoS ONE 2015 10 e0127728 10.1371/journal.pone.0127728 26030741 PMC4452097 · DOI
- [32]Peeling RW Mabey D Fitzgerald DW Watson-Jones D Avoiding HIV and dying of syphilis Lancet 2004 364 1561 1563 10.1016/S0140-6736(04)17327-3 15519615 · DOI
- [33]Taylor M Elimination of mother-to-child transmission of HIV and Syphilis (EMTCT): process, progress, and program integration PLoS Med. 2017 14 e1002329 10.1371/journal.pmed.1002329 28654643 PMC5486952 · DOI
- [34]Wijesooriya NS Global burden of maternal and congenital syphilis in 2008 and 2012: a health systems modelling study Lancet Glob. Health 2016 4 e525 e533 10.1016/S2214-109X(16)30135-8 27443780 PMC6759483 · DOI
- [35]Peeling RW Mabey D Celebrating the decline in syphilis in pregnancy: a sobering reminder of what’s left to do Lancet Glob. Health 2016 4 e503 e504 10.1016/S2214-109X(16)30154-1 27443768 · DOI
- [36]Gliddon HD A systematic review and meta-analysis of studies evaluating the performance and operational characteristics of dual point-of-care tests for HIV and syphilis Sex. Transm. Infect. 2017 93 S3 S15 10.1136/sextrans-2017-053099 28747410 PMC6754342 · DOI
- [37]WHO Guideline on Syphilis Screening and Treatment for Pregnant Women (WHO, 2017). 29757595
- [39]Lawn SD Kerkhoff AD Vogt M Wood R Diagnostic accuracy of a low-cost, urine antigen, point-of-care screening assay for HIV-associated pulmonary tuberculosis before antiretroviral therapy: a descriptive study Lancet Infect. Dis. 2012 12 201 209 10.1016/S1473-3099(11)70251-1 22015305 PMC3315025 · DOI
- [41]Pathmanathan I Rolling out Xpert MTB/RIF® for tuberculosis detection in HIV-positive populations: An opportunity for systems strengthening Afr. J. Lab. Med. 2017 6 460 10.4102/ajlm.v6i2.460 PMC5523912 28785533 · DOI
- [42]Lawn SD Advances in tuberculosis diagnostics: the Xpert MTB/RIF assay and future prospects for a point-of-care test Lancet Infect. Dis. 2013 13 349 361 10.1016/S1473-3099(13)70008-2 23531388 PMC4844338 · DOI
- [43]Schito M Perspectives on advances in tuberculosis diagnostics, drugs, and vaccines Clin. Infect. Dis. 2015 61 S102 S118 10.1093/cid/civ609 PMC4583570 26409271 · DOI
- [44]Hermans S Caldwell J Kaplan R Cobelens F Wood R The impact of the roll-out of rapid molecular diagnostic testing for tuberculosis on empirical treatment in Cape Town, South Africa Bull. World Health Organ. 2017 95 554 563 10.2471/BLT.16.185314 28804167 PMC5537747 · DOI
- [46]Abubakar I Drug-resistant tuberculosis: time for visionary political leadership Lancet Infect. Dis. 2013 13 529 539 10.1016/S1473-3099(13)70030-6 23531391 · DOI
- [47]Clouse K Implementation of Xpert MTB/RIF for routine point-of-care diagnosis of tuberculosis at the primary care level South African Med. J. 2012 102 805 807 10.7196/SAMJ.5851 23034211 · DOI
- [48]Peeling RW Evaluation of diagnostic tests: dengue Nat. Rev. Microbiol. 2010 8 S30 S38 10.1038/nrmicro2459 21548185 · DOI
- [49]Goncalves A Innovative and new approaches to laboratory diagnosis of Zika and Dengue: a meeting report J. Infect. Dis. 2018 217 1060 1068 10.1093/infdis/jix678 29294035 PMC6279137 · DOI
- [50]Chappuis F Visceral leishmaniasis: what are the needs for diagnosis, treatment and control? Nat. Rev. Microbiol. 2007 5 873 882 10.1038/nrmicro1748 17938629 · DOI
- [51]Marks M Metaanalysis of the performance of a combined treponemal and nontreponemal rapid diagnostic test for syphilis and yaws Clin. Infect. Dis. 2016 63 627 633 10.1093/cid/ciw348 27217216 PMC4981758 · DOI
- [52]Kelly H Systematic reviews of point-of-care tests for the diagnosis of urogenital Chlamydia trachomatis infections Sex. Transm. Infect. 2017 93 S22 S30 10.1136/sextrans-2016-053067 29223960 · DOI
- [53]Guy RJ Performance and operational characteristics of point-of-care tests for the diagnosis of urogenital gonococcal infections Sex. Transm. Infect. 2017 93 S16 S21 10.1136/sextrans-2017-053192 29223959 · DOI
- [54]Gift TL Pate MS Hook IIIEW Kassler WJ The rapid test paradox: when fewer cases detected lead to more cases treated: a decision analysis of tests for Chlamydia trachomatis Sex. Transm. Dis. 1999 26 232 240 10.1097/00007435-199904000-00010 10225593 · DOI
- [55]Meggi B Point-of-care p24 infant testing for HIV may increase patient identification despite low sensitivity PLoS ONE 2017 12 e0169497 10.1371/journal.pone.0169497 28060886 PMC5218410 · DOI
- [56]Peeling RW McNerney R Emerging technologies in point-of-care molecular diagnostics for resource-limited settings Expert Rev. Mol. Diagn. 2014 14 525 534 10.1586/14737159.2014.915748 24784765 · DOI
- [57]LaBarre P A simple, inexpensive device for nucleic acid amplification without electricity-toward instrument-free molecular diagnostics in low-resource settings PLoS ONE 2011 6 e19738 10.1371/journal.pone.0019738 21573065 PMC3090398 · DOI
- [58]Bissonnette L Bergeron MG Expert review of molecular diagnostics portable devices and mobile instruments for infectious diseases point-of-care testing Expert Rev. Mol. Diagn. 2017 17 471 494 10.1080/14737159.2017.1310619 28343420 · DOI
- [59]Laksanasopin T A smartphone dongle for diagnosis of infectious diseases at the point of care Sci. Transl. Med. 2015 7 273re1 10.1126/scitranslmed.aaa0056 25653222 · DOI
- [60]Sharma S Zapatero-Rodríguez J Estrela P O’Kennedy R Point-of-care diagnostics in low resource settings: present status and future role of microfluidics Biosensors 2015 5 577 601 10.3390/bios5030577 26287254 PMC4600173 · DOI
- [61]Sackmann EK Fulton AL Beebe DJ The present and future role of microfluidics in biomedical research Nature 2014 507 181 189 10.1038/nature13118 24622198 · DOI · Paper page
- [62]Yang K Peretz-Soroka H Liu Y Lin F Novel developments in mobile sensing based on the integration of microfluidic devices and smartphones Lab Chip 2016 16 943 958 10.1039/C5LC01524C 26899264 PMC5142836 · DOI
- [63]Roda A Integrating biochemiluminescence detection on smartphones: mobile chemistry platform for point-of-need analysis Anal. Chem. 2014 86 7299 7304 10.1021/ac502137s 25017302 · DOI
- [64]O’Farrell B Lateral flow technology for field-based applications—basics and advanced developments Top. Companion Anim. Med. 2015 30 139 147 10.1053/j.tcam.2015.12.003 27154597 · DOI
- [65]Wedderburn CJ Murtagh M Toskin I Peeling RW Using electronic readers to monitor progress toward elimination of mother-to-child transmission of HIV and syphilis: an opinion piece Int. J. Gynecol. Obstet. 2015 130 S81 S83 10.1016/j.ijgo.2015.04.006 25983212 · DOI
- [66]Fitzpatrick C Engels D Leaving no one behind: a neglected tropical disease indicator and tracers for the Sustainable Development Goals Int. Health 2015 8 i15 i18 10.1093/inthealth/ihw002 PMC4777229 26940304 · DOI
- [67]Smit PW The trade-off between accuracy and accessibility of syphilis screening assays PLoS ONE 2013 8 e75327 10.1371/journal.pone.0075327 24066175 PMC3774815 · DOI
- [68]Bell D Wongsrichanalai C Barnwell JW Ensuring quality and access for malaria diagnosis: how can it be achieved? Nat. Rev. Microbiol. 2006 4 682 695 10.1038/nrmicro1474 16912713 · DOI
- [69]Nkengsong J Boeras DI Abimiku A Peeling RW Assuring the quality of diagnostic testing: the future is now Afr. J. Lab. Med. 2016 5 4 5 PMC5433833 28879134
- [70]Boeras DI Peeling RW External quality assurance for HIV point-of-care testing in Africa: a collaborative country-partner approach to strengthen diagnostic services Afr. J. Lab. Med. 2016 5 2 PMC5433831 28879132
- [71]Boeras DI Nkengasong JN Peeling RW Implementation science: the laboratory as a command centre Curr. Opin. HIV AIDS 2017 12 171 174 10.1097/COH.0000000000000349 28079592 · DOI
- [72]Vassall A Cost-effectiveness of Xpert MTB/RIF for tuberculosis diagnosis in South Africa: a real-world cost analysis and economic evaluation Lancet Glob. Heal. 2017 5 e710 e719 10.1016/S2214-109X(17)30205-X PMC5471605 28619229 · DOI
- [73]Churchyard GJ Xpert MTB/RIF versus sputum microscopy as the initial diagnostic test for tuberculosis: a cluster-randomised trial embedded in South African roll-out of Xpert MTB/RIF Lancet Glob. Heal. 2015 3 e450 e457 10.1016/S2214-109X(15)00100-X 26187490 · DOI
- [74]Mabey DC Point-of-care tests to strengthen health systems and save newborn lives: the case of syphilis PLoS Med. 2012 9 8 10.1371/journal.pmed.1001233 PMC3373627 22719229 · DOI
- [75]García PJ Rapid syphilis tests as catalysts for health systems strengthening: a case study from Peru PLoS ONE 2013 8 e66905 10.1371/journal.pone.0066905 23840552 PMC3694115 · DOI
- [76]St John A Price CP Existing and emerging technologies for point-of-care testing Clin. Biochem. Rev. 2014 35 155 167 25336761 PMC4204237
- [77]O’Neill, J. Tackling Drug-Resistant Infections Globally: Final Report and Recommendations (AMR Review, 2016).
- [78]Gous N Expert review of molecular diagnostics: the impact of digital technologies on point-of-care diagnostics in resource-limited settings Expert Rev. Mol. Diagn. 2018 18 385 397 10.1080/14737159.2018.1460205 29658382 · DOI
- [79]Denkinger, C. M., Grenier, J., Stratis, A. K., Akkihal, A. & Pai, M. Mobile health to improve tuberculosis care and control: a call worth making. 17, 719–727 (2013). 23541232
- [80]Wood, C. et al. Bringing mHealth connected infectious disease diagnostics to the field. Nature (in the press).
- [81]Hamedi MM Integrating electronics and microfluidics on paper Adv. Mater. 2016 28 5054 5063 10.1002/adma.201505823 27135652 · DOI
- [83]Liang T Zou X Mazzeo AD A flexible future for paper-based electronics Proc. SPIE 2016 10.1117/12.2224391 · DOI
- [84]Turner APF Biosensors: sense and sensibility Chem. Soc. Rev. 2013 42 3184 10.1039/c3cs35528d 23420144 · DOI
- [85]Chen XS Rapid diagnostic tests for neurosyphilis Lancet Infect. Dis. 2013 13 918 919 10.1016/S1473-3099(13)70293-7 24156896 · DOI
- [86]Engel N Compounding diagnostic delays: a qualitative study of point-of-care testing in South Africa Trop. Med. Int. Heal. 2015 20 493 500 10.1111/tmi.12450 25496070 · DOI
- [87]Cheng B Data connectivity: a critical tool for external quality assessment Afr. J. Lab. Med. 2016 5 535 10.4102/ajlm.v5i2.535 28879129 PMC5433828 · DOI
- [88]Smith S Oberholzer A Land K Korvink JG Mager D Functional screen printed radio frequency identification tags on flexible substrates, facilitating low-cost and integrated point-of-care diagnostics Flex. Print. Electron. 2018 3 025002 10.1088/2058-8585/aabc8c · DOI
- [89]Govindarajan AV Ramachandran S Vigil GD Yager P Böhringer KF A low cost point-of-care viscous sample preparation device for molecular diagnosis in the developing world; an example of microfluidic origami Lab Chip 2012 12 174 181 10.1039/C1LC20622B 22068336 · DOI
- [90]Nery EW Kubota LT Sensing approaches on paper-based devices: a review Anal. Bioanal. Chem. 2013 405 7573 7595 10.1007/s00216-013-6911-4 23604524 · DOI
- [91]Martinez AW Phillips ST Whitesides GM Carrilho E Diagnostics for the developing world: microfluidic paper-based analytical devices Anal. Chem. 2010 82 3 10 10.1021/ac9013989 20000334 · DOI
- [92]Cate DM Adkins JA Mettakoonpitak J Henry CS Recent developments in paper-based microfluidic devices Anal. Chem. 2015 87 19 41 10.1021/ac503968p 25375292 · DOI
- [93]Pardee K Paper-based synthetic gene networks Cell 2014 159 940 954 10.1016/j.cell.2014.10.004 25417167 PMC4243060 · DOI
Cited by
Sorted by citations
Digital technologies in the public-health response to COVID-19
Budd, J., Miller, B. S., Manning, E. M., Lampos, V., Zhuang, M., Edelstein, M., Rees, G., Emery, V. C., Stevens, M. M., Keegan, N., et al. (2020) · Nature Medicine · doi:10.1038/s41591-020-1011-4 · Cited by 1,195 · see citing works
Point-of-care testing: state-of-the art and perspectives
Plebani, M., Nichols, J. H., Luppa, P. B., Greene, D., Sciacovelli, L., Shaw, J., Khan, A. I., Carraro, P., Freckmann, G., Dimech, W., et al. (2025) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2024-0675 · Cited by 119 · see citing works
- Authors
- Land, K. J., Boeras, D. I., Chen, X.-S., Ramsay, A. R., & Peeling, R. W.
- Affiliations
- Council for Scientific and Industrial Research (ZA)
- Chinese Center For Disease Control and Prevention (CN)
- University of St Andrews (GB)
- London School of Hygiene & Tropical Medicine (GB)
- Corresponding author
- Chen, Xiang-Sheng
- Peeling, Rosanna W.
- Venue
- Nature Microbiology
- Published
- 2018-12-13
- Volume
- 4
- Issue
- 1
- Pages
- 46-54
- ISSN
- 2058-5276 (ISSN-L)
- PMC
- PMC7097043
- OpenAlex
- W2901655212
- Cited by
- 1,065
- References
- 2
- Citations by year
- 2026: 194 · 2025: 220 · 2024: 224 · 2023: 177 · 2022: 129 · 2021: 70 · 2020: 37 · 2019: 13
- FWCI
- 2.44
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Nature Microbiology (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Engineering and Physical Sciences Research Council (EP/K031953/1)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Biosensors and Analytical Detection
- Health Sciences › Medicine › Physiology › Clinical Laboratory Practices and Quality Control
- Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 detection and testing
- Keywords
- point-of-care testing, resource-limited settings, infectious disease diagnostics, mobile health, digital diagnostics, disease control strategies, health system strengthening
- MeSH terms
- Communicable Disease Control, Communicable Diseases, Diagnostic Services, Humans, Malaria, Syphilis, Tuberculosis, Pulmonary, HIV Infections, Point-of-Care Systems
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