Sensitivity of clinician‐assessed efficacy outcome measurement instruments in trials of topical therapies for atopic dermatitis: a systematic review and meta‐analysis
Abstract
The rising prevalence of atopic dermatitis (AD) in developing countries and its substantial socioeconomic impact have furthered research over the last two decades giving way to advances in its aetiopathogenesis and treatment. Topical therapies targeting newly identified AD signalling pathways are being developed. Numerous clinician‐assessed disease severity outcome measurement instruments (OMIs) are available to evaluate the efficacy of investigational treatments in proof‐of‐concept (POC) trials for AD. However, little is known about the comparative sensitivity of these efficacy OMIs. We performed a systematic review and meta‐analysis to compare the sensitivity of different OMIs in controlled trials of topical therapies for AD published between January 1, 2000 and April 7, 2020. Treatment effect size of OMIs reported at Week 4 was calculated with 95% Confidence Interval (CI). The sensitivity of OMIs was compared by pooling the standardized difference between means (Cohen's d and Cohen's h) for any two OMI‐parameter combinations that were reported in ≥3 studies identified in our systematic review. Assessed parameters were difference between active and vehicle at Week 4 and change from baseline [CFB] and percentage change from baseline [%CFB] at Week 4. We identified a total of 15 studies with 3313 subjects examining 14 different OMIs were included in this quantitative meta‐analysis. Continuous OMIs had a significantly higher treatment effect size vs. dichotomous OMIs (P = 0.006). Comparisons of Eczema Area and Severity Index (EASI), Investigator's Global Assessment (IGA), body surface area (BSA) and SCORing Atopic Dermatitis (SCORAD) for available parameters were performed and generally had a similar sensitivity, with BSA showing smaller overall effect size estimates. In conclusion, continuous OMIs used in topical clinical trials for AD had significantly higher treatment effect sizes when compared to dichotomous OMIs. Continuous OMIs could provide more power for POC trials with a small sample size in atopic dermatitis with topical therapies.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The use of a dichotomous analysis metric compared with a continuous metric reduces statistical power.
“The use of a dichotomous analysis metric compared with a continuous metric reduces statistical power268 269 270”
From SPIRIT 2025 explanation and elaboration: updated guideline for protocols of randomised trials (2025) · cites this paper as [270]
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000100 · Cited by 28,164 · see citing works
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · Annals of Internal Medicine · doi:10.7326/0003-4819-151-4-200908180-00136 · Cited by 10,349 · see citing works
Moher, D., Hopewell, S., Schulz, K. F., Montori, V., Gotzsche, P. C., Devereaux, P. J., Elbourne, D., Egger, M., & Altman, D. G. (2010) · BMJ · doi:10.1136/bmj.c869 · Cited by 8,883 · see citing works
Moher, D., Pham, B., Jones, A., Cook, D. J., Jadad, A. R., Moher, M., Tugwell, P., & Klassen, T. P. (1998) · The Lancet · doi:10.1016/s0140-6736(98)01085-x · Cited by 3,560 · see citing works
Atopic Dermatitis: Global Epidemiology and Risk Factors
Nutten, S. (2015) · Annals of Nutrition and Metabolism · doi:10.1159/000370220 · Cited by 3,077 · see citing works
The cost of dichotomising continuous variables
Altman, D. G., & Royston, P. (2006) · BMJ · doi:10.1136/bmj.332.7549.1080 · Cited by 2,688 · see citing works
Moher, D., Hopewell, S., Schulz, K. F., Montori, V., Gøtzsche, P. C., Devereaux, P. J., Elbourne, D., Egger, M., & Altman, D. G. (2012) · International Journal of Surgery · doi:10.1016/j.ijsu.2011.10.001 · Cited by 2,345 · see citing works
Paller, A. S., Tom, W. L., Lebwohl, M., Blumenthal, R. L., Boguniewicz, M., Call, R. S., Eichenfield, L. F., Forsha, D. W., Rees, W. C., Simpson, E. L., et al. (2016) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2016.05.046 · Cited by 578 · see citing works
Vickers, A. J. (2001) · BMC Medical Research Methodology · doi:10.1186/1471-2288-1-6 · Cited by 564 · see citing works
Topical tofacitinib for atopic dermatitis: a phase II a randomized trial
Bissonnette, R., Papp, K. A., Poulin, Y. P., Gooderham, M., Raman, M., Mallbris, L., Wang, C., Purohit, V. S., Mamolo, C. M., Papacharalambous, J., et al. (2016) · British Journal of Dermatology · doi:10.1111/bjd.14871 · Cited by 420 · see citing works
Self-citationWhat are the best outcome measurements for atopic eczema? A systematic review
Schmitt, J., Langan, S., & Williams, H. C. (2007) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2007.08.011 · Cited by 388 · see citing works
Eichenfield, L. F., Lucky, A. W., Boguniewiczc, M., Langley, R. G. B., Cherille, R., Marshalle, K., Bushe, C., & Graeber, M. (2002) · Journal of the American Academy of Dermatology · doi:10.1067/mjd.2002.122187 · Cited by 364 · see citing works
Schmitt, J., Spuls, P. I., Thomas, K. S., Simpson, E., Furue, M., Deckert, S., Dohil, M., Apfelbacher, C., Singh, J. A., Chalmers, J., et al. (2014) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2014.07.043 · Cited by 319 · see citing works
Chopra, R., Vakharia, P. P., Sacotte, R. M., Patel, N., Immaneni, S., White, T., Kantor, R. W., Hsu, D. Y., & Silverberg, J. I. (2017) · British Journal of Dermatology · doi:10.1111/bjd.15641 · Cited by 302 · see citing works
Assessment of clinical signs of atopic dermatitis: A systematic review and recommendation
Schmitt, J. M., Langan, S., Deckert, S., Svensson, Å., von Kobyletzki, L., Thomas, K. S., & Spuls, P. I. (2013) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2013.07.008 · Cited by 295 · see citing works
Nakagawa, H., Nemoto, O., Igarashi, A., Saeki, H., Kaino, H., & Nagata, T. (2020) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2019.12.015 · Cited by 242 · see citing works
Treatment of atopic dermatitis with ruxolitinib cream (JAK1/JAK2 inhibitor) or triamcinolone cream
Kim, B. S., Howell, M. D., Sun, K., Papp, K., Nasir, A., & Kuligowski, M. E. (2020) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2019.08.042 · Cited by 226 · see citing works
Futamura, M., Leshem, Y. A., Thomas, K. S., Nankervis, H., Williams, H. C., & Simpson, E. L. (2015) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2015.09.062 · Cited by 220 · see citing works
Simpson, E. L., Bissonnette, R., Eichenfield, L. F., Guttman‐Yassky, E., King, B., Silverberg, J. I., Beck, L. A., Bieber, T. R. M., Reich, K., Kabashima, K., et al. (2020) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2020.04.104 · Cited by 185 · see citing works
Self-citationRehal, B., & Armstrong, A. W. (2011) · PLoS ONE · doi:10.1371/journal.pone.0017520 · Cited by 168 · see citing works
Peppers, J., Paller, A. S., Maeda-Chubachi, T., Wu, S., Robbins, K., Gallagher, K., & Kraus, J. E. (2019) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2018.06.047 · Cited by 165 · see citing works
Barbier, N., Paul, C. F., Luger, T. A., Allen, R., Prost, Y. D., Papp, K. A., Eichenfield, L. F., Cherill, R., & Hanifin, J. M. (2004) · British Journal of Dermatology · doi:10.1111/j.1365-2133.2004.05696.x · Cited by 154 · see citing works
Nakagawa, H., Nemoto, O., Igarashi, A., & Nagata, T. (2017) · British Journal of Dermatology · doi:10.1111/bjd.16014 · Cited by 145 · see citing works
The Impact of Atopic Dermatitis on Quality of Life
Lifschitz, C. H. (2015) · Annals of Nutrition and Metabolism · doi:10.1159/000370226 · Cited by 130 · see citing works
Crisaborole and atopic dermatitis skin biomarkers: An intrapatient randomized trial
Bissonnette, R., Pavel, A. B., Diaz, A., Werth, J. L., Zang, C., Vranic, I. I., Purohit, V. S., Zielinski, M. A., Vlahos, B. L., Estrada, Y. D., et al. (2019) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2019.06.047 · Cited by 129 · see citing works
Self-citationHow Well Are Randomized Controlled Trials Reported in the Dermatology Literature?
Adetugbo, K., & Williams, H. C. (2000) · Archives of Dermatology · doi:10.1001/archderm.136.3.381 · Cited by 127 · see citing works
Adjusting for baseline: Change or percentage change?
Kaiser, L. D. (1989) · Statistics in Medicine · doi:10.1002/sim.4780081002 · Cited by 126 · see citing works
Randomized double blind placebo control studies, the "Gold Standard" in intervention based studies
Misra, S. (2012) · Indian Journal of Sexually Transmitted Diseases and AIDS · doi:10.4103/0253-7184.102130 · Cited by 115 · see citing works
Phase 2 clinical study of delgocitinib ointment in pediatric patients with atopic dermatitis
Nakagawa, H., Nemoto, O., Igarashi, A., Saeki, H., Oda, M., Kabashima, K., & Nagata, T. (2019) · Journal of Allergy and Clinical Immunology · doi:10.1016/j.jaci.2019.08.004 · Cited by 107 · see citing works
Hanifin, J. M., Ellis, C. N., Frieden, I. J., Fölster-Holst, R., Stein Gold, L. F., Secci, A., Smith, A. J., Zhao, C., Kornyeyeva, E., & Eichenfield, L. F. (2016) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2016.04.001 · Cited by 106 · see citing works
Emerging Treatment Options in Atopic Dermatitis: Topical Therapies
Nygaard, U., Deleuran, M. S., & Vestergaard, C. (2017) · Dermatology · doi:10.1159/000484407 · Cited by 99 · see citing works
Wong, S., Ng, T. G., & Baba, R. (2013) · The Journal of Dermatology · doi:10.1111/1346-8138.12265 · Cited by 96 · see citing works
Bissonnette, R., Poulin, Y., Zhou, Y., Tan, J., Hong, H. C., Webster, J., Ip, W., Tang, L., & Lyle, M. (2012) · British Journal of Dermatology · doi:10.1111/j.1365-2133.2011.10775.x · Cited by 92 · see citing works
Self-citationSchachner, L. A., Lamerson, C. L., Sheehan, M. P., Boguniewicz, M., Mosser, J. L., Raimer, S., Shull, T., Jaracz, E., & for the US Tacrolimus Ointment Study Group (2005) · PEDIATRICS · doi:10.1542/peds.2004-2638 · Cited by 84 · see citing works
Are Biologics Efficacious in Atopic Dermatitis? A Systematic Review and Meta-Analysis
Snast, I., Reiter, O., Hodak, E., Friedland, R., Mimouni, D., & Leshem, Y. A. (2017) · American Journal of Clinical Dermatology · doi:10.1007/s40257-017-0324-7 · Cited by 81 · see citing works
Statistical Significance and Clinical Relevance
Bhardwaj, S. S., CAMACHO, F. T., Derrow, A., Fleischer, A. B., & Feldman, S. R. (2004) · Archives of Dermatology · doi:10.1001/archderm.140.12.1520 · Cited by 78 · see citing works
Janmohamed, S. R., Oranje, A. P., Devillers, A. C. A., Rizopoulos, D., van Praag, M. C. G., Gysel, D. V., Goeteyn, M., & der Spek, F. B. D. W. (2014) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2014.01.898 · Cited by 78 · see citing works
Furue, M., Kitahara, Y., Akama, H., Hojo, S., Hayashi, N., Nakagawa, H., & The JAPANESE E6005 Study Investigators (2014) · The Journal of Dermatology · doi:10.1111/1346-8138.12534 · Cited by 77 · see citing works
Bożek, A., & Reich, A. (2017) · Dermatology · doi:10.1159/000472711 · Cited by 74 · see citing works
Long‐term emollient therapy improves xerosis in children with atopic dermatitis
Boralévi, F., Aroman, M. S., Delarue, A., Raudsepp, H., Kaszuba, A., Bylaitė, M., & Ţiplica, G. (2013) · Journal of the European Academy of Dermatology and Venereology · doi:10.1111/jdv.12314 · Cited by 73 · see citing works
New and developing therapies for atopic dermatitis
Hajar, T., Gontijo, J. R. V., & Hanifin, J. M. (2018) · Anais Brasileiros de Dermatologia · doi:10.1590/abd1806-4841.20187682 · Cited by 68 · see citing works
Bhandari, M., Lochner, H., & Tornetta, P. (2002) · Archives of Orthopaedic and Trauma Surgery · doi:10.1007/s004020100347 · Cited by 67 · see citing works
Diagnosis and Management of Atopic Dermatitis: A Review
Maliyar, K., Sibbald, C. J., Pope, E., & Sibbald, R. G. (2018) · Advances in Skin & Wound Care · doi:10.1097/01.asw.0000547414.38888.8d · Cited by 67 · see citing works
Staab, D., Kaufmann, R., Bräutigam, M., Wahn, U., & the CASM981CDE04‐Study Group (2005) · Pediatric Allergy and Immunology · doi:10.1111/j.1399-3038.2005.00306.x · Cited by 60 · see citing works
Stainer, R., Matthews, S. P., Arshad, S. H., McDonald, S., Robinson, J., Schapira, C., Foote, K. D., Baird-Snell, M., Gregory, T., Pollock, I., et al. (2005) · British Journal of Dermatology · doi:10.1111/j.1365-2133.2004.06303.x · Cited by 59 · see citing works
The Economics Burden of Atopic Dermatitis
Adamson, A. S. (2017) · Advances in experimental medicine and biology · doi:10.1007/978-3-319-64804-0_8 · Cited by 57 · see citing works
Hc, K., Schöllmann, C., Cholcha, W., Wolff, L., & The Collaborative Study Group (2010) · Journal of the European Academy of Dermatology and Venereology · doi:10.1111/j.1468-3083.2010.03616.x · Cited by 56 · see citing works
Bissonnette, R., Chen, G., Bolduc, C., Maari, C., Lyle, M. P. A., Tang, L., Webster, J., & Zhou, Y. (2010) · Archives of Dermatology · doi:10.1001/archdermatol.2010.34 · Cited by 54 · see citing works
Self-citationBayesian Design of Proof-of-Concept Trials
Fisch, R. D., Jones, I., Jones, J. P., Kerman, J., Rosenkranz, G. K., & Schmidli, H. (2014) · Therapeutic Innovation & Regulatory Science · doi:10.1177/2168479014533970 · Cited by 54 · see citing works
Chapman, M. S., Schachner, L. A., Breneman, D., Boguniewicz, M., Gold, M. H., Shull, T., Linowski, G. J., & Jaracz, E. (2005) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2005.04.061 · Cited by 45 · see citing works
Breuer, K., Braeutigam, M., Kapp, A., & Werfel, T. (2004) · Dermatology · doi:10.1159/000080855 · Cited by 37 · see citing works
You, C. E., Moon, S. H., Lee, K. H., Kim, K. H., Park, C. W., Seo, S. J., & Cho, S. H. (2016) · Annals of Dermatology · doi:10.5021/ad.2016.28.5.593 · Cited by 33 · see citing works
Suh, T., Ramachandran, D., Patel, V., Jackson, K., Rangel, S. M., Fishbein, A. B., & Paller, A. S. (2020) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2020.01.023 · Cited by 33 · see citing works
Topical agents for the treatment of atopic dermatitis
Diaz, A., & Guttman‐Yassky, E. (2018) · Expert Review of Clinical Immunology · doi:10.1080/1744666x.2019.1564038 · Cited by 32 · see citing works
Testing the relation between percentage change and baseline value
Tu, Y. (2016) · Scientific Reports · doi:10.1038/srep23247 · Cited by 29 · see citing works
Safety and efficacy of desonide hydrogel 0.05% in pediatric subjects with atopic dermatitis.
Hebert, A. A., Cook-Bolden, F. E., Basu, S., Calvarese, B. M., & Trancik, R. J. (2007) · PubMed · Cited by 28 · see citing works
Kim, D. Y., Park, H., Cho, S., & Yoon, H. (2018) · British Journal of Dermatology · doi:10.1111/bjd.17432 · Cited by 26 · see citing works
Saeki, H., Kawashima, M., Sugaya, S., Oshiden, K., & Tsubouchi, H. (2019) · The Journal of Dermatology · doi:10.1111/1346-8138.14979 · Cited by 26 · see citing works
Vassar, M. B., Jellison, S., Wendelbo, H., Wayant, C., Gray, H. M., & Bibens, M. E. (2019) · BMJ Open · doi:10.1136/bmjopen-2019-032024 · Cited by 25 · see citing works
Eichenfield, L. F., & Miller, B. H. (2006) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2005.10.063 · Cited by 24 · see citing works
Hydrocortisone butyrate 0.1% lipocream in pediatric patients with atopic dermatitis.
Abramovits, W., & Oquendo, M. (2010) · PubMed · Cited by 24 · see citing works
Arenberger, P., Arenbergerová, M., Drozenová, H., Hladíková, M., & Holcová, S. (2011) · Journal of the European Academy of Dermatology and Venereology · doi:10.1111/j.1468-3083.2010.03950.x · Cited by 23 · see citing works
Quality of reporting in systematic reviews published in dermatology journals
Croitoru, D. O., Huang, Y. T., Kurdina, A., Chan, A., & Drucker, A. M. (2019) · British Journal of Dermatology · doi:10.1111/bjd.18528 · Cited by 23 · see citing works
Hydrocortisone butyrate 0.1% lotion in the treatment of atopic dermatitis in pediatric subjects.
Matheson, R. T., Kempers, S. E., Breneman, D., Draelos, Z. D., Johnson, C. E., Loss, R. W., Hogan, D. J., Schoenfeld, R. J., Checketts, S. R., Kircik, L., et al. (2008) · PubMed · Cited by 22 · see citing works
Daily application of fluocinonide 0.1% cream for the treatment of atopic dermatitis
Rosso, J. Q. D., & Bhambri, S. (2010) · Journal of the American Academy of Dermatology · doi:10.1016/j.jaad.2009.11.228 · Cited by 17 · see citing works
Directional baseline differences and type i error probabilities in randomized clinical trials
Overall, J. E., & Magee, K. N. (1992) · Journal of Biopharmaceutical Statistics · doi:10.1080/10543409208835039 · Cited by 17 · see citing works
Berth‐Jones, J., Pollock, I., Hearn, R., Lewis‐Jones, S., Goodfield, M. J. D., Griffiths, C. E. M., Gulati, R., McHenry, P. M., Abdullah, A., Ott, J., et al. (2014) · Journal of Dermatological Treatment · doi:10.3109/09546634.2014.946380 · Cited by 10 · see citing works
Quality of reports of randomised trials and estimates of treatment efficacy
Sauerland, S. (1998) · The Lancet · doi:10.1016/s0140-6736(05)60369-8 · Cited by 4 · see citing works
Food and drug administration approval process for dermatology drugs in the United States
Boozalis, E., Semenov, Y. R., & Kwatra, S. G. (2018) · Journal of Dermatological Treatment · doi:10.1080/09546634.2018.1425361 · Cited by 4 · see citing works
Efficacy of Topical Botanical Treatment of Children With Mild to Moderate Atopic Dermatitis
Draelos, Z. D., Traub, M., Gold, M. H., Green, L. J., Amster, M. S., Barak‐Shinar, D., & Kircik, L. (2019) · PubMed · Cited by 4 · see citing works
Draelos, Z. D., Traub, M., Gold, M. H., Green, L. J., Amster, M. S., Barak‐Shinar, D., & Kircik, L. (2019) · PubMed · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
SPIRIT 2025 explanation and elaboration: updated guideline for protocols of randomised trials
Hróbjartsson, A., Boutron, I., Hopewell, S., Moher, D., Schulz, K. F., Collins, G. S., Tunn, R., Aggarwal, R., Berkwits, M., Berlin, J. A., et al. (2025) · BMJ · doi:10.1136/bmj-2024-081660 · Cited by 171 · see citing works
Zhao, H., Ma, X., Wang, H., Ding, X., Kuai, L., Song, J., Zhang, Z., Yang, D., Gao, C.-J., Li, B., et al. (2025) · Journal of Chinese Integrative Medicine · doi:10.1016/j.joim.2025.03.005 · Cited by 3 · see citing works
Chen, Y., Gong, Z., Liang, S., Zhang, Y., Cheng, W., Jia, X., Ren, L., & Wang, X. (2025) · Digital Health · doi:10.1177/20552076251377957 · Cited by 3 · see citing works
Simpson, E. L., Kircik, L., Blauvelt, A., Kallender, H., Kuo, Y., Ren, H., Sturm, D., & Eichenfield, L. F. (2023) · The Journal of Dermatology · doi:10.1111/1346-8138.16975 · Cited by 3 · see citing works
Critical methodological enhancements for JAK inhibitor safety studies in atopic dermatitis
Huang, Z., & Wu, J. (2025) · Journal of the European Academy of Dermatology and Venereology · doi:10.1111/jdv.70079 · Cited by 1 · see citing works
Medina, F., Medina, G. I. V., Chérrez, D. J. B., & Carreño, F. M. S. (2025) · European Public & Social Innovation Review · doi:10.31637/epsir-2025-2480
- Authors
- Légaré, S., Chagnon, M., Palijan, A., Kojok, K., & Bissonnette, R.
- Affiliations
- Innovaderm (Canada) (CA)
- Université de Montréal (CA)
- Corresponding author
- Bissonnette, R.
- Venue
- Journal of the European Academy of Dermatology and Venereology
- Publisher
- Wiley
- Published
- 2021-11-22
- Volume
- 36
- Issue
- 2
- Pages
- 196-212
- ISSN
- 0926-9959 (ISSN-L)
- 1468-3083
- OpenAlex
- W3207234169
- Cited by
- 6
- References
- 72
- Citations by year
- 2025: 5 · 2023: 1
- FWCI
- 0.04
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of the European Academy of Dermatology and Venereology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Dermatology › Dermatology and Skin Diseases
- Health Sciences › Medicine › Dermatology › Contact Dermatitis and Allergies
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Keywords
- atopic dermatitis, outcome measurement instruments, sensitivity, topical treatment, Eczema Area and Severity Index, Investigator's Global Assessment, SCORAD, body surface area, change from baseline, treatment effect size
- MeSH terms
- Body Surface Area, Dermatitis, Atopic, Double-Blind Method, Eczema, Humans, Severity of Illness Index, Treatment Outcome
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