We would like to thank the following authors for openly sharing the data correponding their systematic review:
Marlies L.S. Heeres, Marijn Vellinga, P Whaley, Mostafa Mohseni, P.M.J. Welsing, Marleen L.M. Hermens, Richard Torkar, Holger Schielzeth, Marjan Hericko, Arnoud Arntz, Lisanne A. H. Bevers, Christian Appenzeller-Herzog, Michael J. DeVito, Juliette Legler, Rosalie W. M. Kempkes, Daniel Bos, Sanne C. Smid, Robyn B. Blain, Carin M. A. Rademaker, David De Jong, Antoine C. G. Egberts, Tijmen Geurts, Sathish Muthu, Suzanne C. van Veen, Janet D. Allan, Pamela Hartman, Eline S van der Valk, Mitzy Kennis, Wilhelmus Drinkenburg, R. Angela Sarabdjitsingh, Nicola P. Klein, Helga Gardarsdottir, Anouk A. M. T. Donners, Sonja D. Winter, Muriel A. Hagenaars, Erica L T van den Akker, Amir Abdelmoumen, Derek W. R. Gray, Kim Peterson, Eswar Ramakrishnan, Trevor J. Hall, Maurice Dematteis, Merel Ritskes-Hoitinga, Andrew A. Shapiro, Meike W. Vernooij, Maria Brouwer, Katherine E. Pelch, Milica Miočević, Eva A.M. van Dis, Ozair Abawi, Dimitrije Radjenović, Daniel McNeish, Peggy Nygren, Maikel van Berlo, Alwin D. R. Huitema, Nicholas P. Moran, Chad R. Blystone, Alishia D. Williams, Ruud N. J. M. A. Joosten, Klaus Reinhold, Pim N.H. Wassenaar, Sanne E. Hoeks, Anand Krishnan V. Iyer, Sjoerd A.A. van den Berg, Tim Kendall, Lieke H. van Huis, Rens van de Schoot, Nancy E. E. Van Loey, Julia M.L. Menon, Cathalijn H. C. Leenaars, Rogier E. J. Verhoef, Sarah Depaoli, Frank de Wolf, M.E. Hamaker, Rinske M van den Heuvel, Leonardo Trasande, Miranda Olff, Alfredo Sánchez-Tójar, M.H. Emmelot-Vonk, Kristina A. Thayer, Steven M. Teutsch, Elisabeth F.C. van Rossum, Bibian van der Voorn, Stephanie Holmgren, André Bleich, M.S. van der Waal, Frank J. Wolters, Hannah Ewald, Marian Joëls, Franck L. B. Meijboom, Yolanda B. de Rijke, Tobias Stalder, M. Arfan Ikram, P.A.L. Seghers, Marit Sijbrandij, Vincent L. Wester, Behnam Sabayan, Tim Mathes, Parvez Ahmad Ganie, Matthijs G. P. Feenstra, Abee L. Boyles, Matthijs Oud, Andrew A. Rooney, Rosanne W. Meijboom, Karl Heinz Weiss, Jan-Bas Prins, F. Struijs, David Bowes, Neeltje M. Batelaan, Reffat A. Segufa, Serena J. Counsell, Milou S. C. Sep, Aleš Živkovič, Madhan Jeyaraman, Sirwan K.L. Darweesh, Tineke Coenen-de Roo, Heidi Nelson, Roger Chou, Vickie R. Walker, Albert Hofman, Roger E. G. Schutgens, Rob B. M. de Vries, Zhongfang Fu, Pim Cuijpers, Christ Nolten, Krista Fischer, Janneke Elzinga, Roderick H. J. Houwen, Iris M. Engelhard, Linda Humphrey, Frans A. Stafleu, Simon Beecham, Mark Helfand, Thijs J. Giezen, Retha R. Newbold, Claudi L H Bockting, Sanaz Sedaghat, Elizabeth A. Clark
References to datasets:
[Appenzeller-Herzog_2019] Appenzeller‐Herzog, C., Mathes, T., Heeres, M. L. S., Weiss, K. H., Houwen, R. H. J., & Ewald, H. (2019). Comparative effectiveness of common therapies for Wilson disease: A systematic review and meta‐analysis of controlled studies. Liver International, 39(11), 2136–2152. Portico. https://doi.org/10.1111/liv.14179
[Bos_2018] Bos, D., Wolters, F. J., Darweesh, S. K. L., Vernooij, M. W., Wolf, F., Ikram, M. A., & Hofman, A. (2018). Cerebral small vessel disease and the risk of dementia: A systematic review and meta‐analysis of population‐based evidence. Alzheimer’s & Dementia, 14(11), 1482–1492. Portico. https://doi.org/10.1016/j.jalz.2018.04.007
[Brouwer_2019] Brouwer, M. E., Williams, A. D., Kennis, M., Fu, Z., Klein, N. S., Cuijpers, P., & Bockting, C. L. H. (2019). Psychological theories of depressive relapse and recurrence: A systematic review and meta-analysis of prospective studies. Clinical Psychology Review, 74, 101773. https://doi.org/10.1016/j.cpr.2019.101773
[Chou_2003] Chou, R., Clark, E., & Helfand, M. (2003). Comparative efficacy and safety of long-acting oral opioids for chronic non-cancer pain: a systematic review. Journal of Pain and Symptom Management, 26(5), 1026–1048. https://doi.org/10.1016/j.jpainsymman.2003.03.003
[Chou_2004] Chou, R., Peterson, K., & Helfand, M. (2004). Comparative efficacy and safety of skeletal muscle relaxants for spasticity and musculoskeletal conditions: a systematic review. Journal of Pain and Symptom Management, 28(2), 140–175. https://doi.org/10.1016/j.jpainsymman.2004.05.002
[Donners_2021] Donners, A. A. M. T., Rademaker, C. M. A., Bevers, L. A. H., Huitema, A. D. R., Schutgens, R. E. G., Egberts, T. C. G., & Fischer, K. (2021). Pharmacokinetics and Associated Efficacy of Emicizumab in Humans: A Systematic Review. Clinical Pharmacokinetics, 60(11), 1395–1406. https://doi.org/10.1007/s40262-021-01042-w
[Hall_2012] Hall, T., Beecham, S., Bowes, D., Gray, D., & Counsell, S. (2012). A Systematic Literature Review on Fault Prediction Performance in Software Engineering. IEEE Transactions on Software Engineering, 38(6), 1276–1304. https://doi.org/10.1109/tse.2011.103
[Jeyaraman_2020] Jeyaraman, M., Muthu, S., & Ganie, P. A. (2020). Does the Source of Mesenchymal Stem Cell Have an Effect in the Management of Osteoarthritis of the Knee? Meta-Analysis of Randomized Controlled Trials. CARTILAGE, 13(1_suppl), 1532S-1547S. https://doi.org/10.1177/1947603520951623
[Leenaars_2019] Leenaars, C. H. C., Drinkenburg, W. H. P., Nolten, C., Dematteis, M., Joosten, R. N. J. M. A., Feenstra, M. G. P., & De Vries, R. B. M. (2019). Sleep and Microdialysis: An Experiment and a Systematic Review of Histamine and Several Amino Acids. Journal of Circadian Rhythms, 17(1), 7. https://doi.org/10.5334/jcr.183
[Leenaars_2020] Leenaars, C., Stafleu, F., de Jong, D., van Berlo, M., Geurts, T., Coenen-de Roo, T., Prins, J.-B., Kempkes, R., Elzinga, J., Bleich, A., de Vries, R., Meijboom, F., & Ritskes-Hoitinga, M. (2020). A Systematic Review Comparing Experimental Design of Animal and Human Methotrexate Efficacy Studies for Rheumatoid Arthritis: Lessons for the Translational Value of Animal Studies. Animals, 10(6), 1047. https://doi.org/10.3390/ani10061047
[Meijboom_2021] Meijboom, R. W., Gardarsdottir, H., Egberts, T. C. G., & Giezen, T. J. (2021). Patients Retransitioning from Biosimilar TNFα Inhibitor to the Corresponding Originator After Initial Transitioning to the Biosimilar: A Systematic Review. BioDrugs, 36(1), 27–39. https://doi.org/10.1007/s40259-021-00508-4
[Menon_2022] Menon, J. M. L., Struijs, F., & Whaley, P. (2022). The methodological rigour of systematic reviews in environmental health. Critical Reviews in Toxicology, 52(3), 167–187. https://doi.org/10.1080/10408444.2022.2082917
[Moran_2021] Moran, N. P., Sánchez‐Tójar, A., Schielzeth, H., & Reinhold, K. (2020). Poor nutritional condition promotes high‐risk behaviours: a systematic review and meta‐analysis. Biological Reviews, 96(1), 269–288. Portico. https://doi.org/10.1111/brv.12655
[Muthu_2021] Muthu, S., & Ramakrishnan, E. (2020). Fragility Analysis of Statistically Significant Outcomes of Randomized Control Trials in Spine Surgery. Spine, 46(3), 198–208. https://doi.org/10.1097/brs.0000000000003645
[Nelson_2002] Nelson, H. D., Humphrey, L. L., Nygren, P., Teutsch, S. M., & Allan, J. D. (2002). Postmenopausal Hormone Replacement Therapy. JAMA, 288(7), 872. https://doi.org/10.1001/jama.288.7.872
[Oud_2018] Oud, M., Arntz, A., Hermens, M. L., Verhoef, R., & Kendall, T. (2018). Specialized psychotherapies for adults with borderline personality disorder: A systematic review and meta-analysis. Australian & New Zealand Journal of Psychiatry, 52(10), 949–961. https://doi.org/10.1177/0004867418791257
[Radjenovic_2013] Radjenović, D., Heričko, M., Torkar, R., & Živkovič, A. (2013). Software fault prediction metrics: A systematic literature review. Information and Software Technology, 55(8), 1397–1418. https://doi.org/10.1016/j.infsof.2013.02.009
[Sep_2021] Sep, M. S. C., Vellinga, M., Sarabdjitsingh, R. A., & Joëls, M. (2021). The rodent object-in-context task: A systematic review and meta-analysis of important variables. PLOS ONE, 16(7), e0249102. https://doi.org/10.1371/journal.pone.0249102
[Smid_2020] Smid, S. C., McNeish, D., Miočević, M., & van de Schoot, R. (2019). Bayesian Versus Frequentist Estimation for Structural Equation Models in Small Sample Contexts: A Systematic Review. Structural Equation Modeling: A Multidisciplinary Journal, 27(1), 131–161. https://doi.org/10.1080/10705511.2019.1577140
[van_de_Schoot_2018] van de Schoot, R., Sijbrandij, M., Depaoli, S., Winter, S. D., Olff, M., & van Loey, N. E. (2018). Bayesian PTSD-Trajectory Analysis with Informed Priors Based on a Systematic Literature Search and Expert Elicitation. Multivariate Behavioral Research, 53(2), 267–291. https://doi.org/10.1080/00273171.2017.1412293
[Valk_2021] Valk, E., Abawi, O., Mohseni, M., Abdelmoumen, A., Wester, V., Voorn, B., Iyer, A., Akker, E., Hoeks, S., Berg, S., Rijke, Y., Stalder, T., & Rossum, E. (2021). Cross‐sectional relation of long‐term glucocorticoids in hair with anthropometric measurements and their possible determinants: A systematic review and meta‐analysis. Obesity Reviews, 23(3). Portico. https://doi.org/10.1111/obr.13376
[van_der_Waal_2022] van der Waal, M. S., Seghers, N., Welsing, P. M. J., van Huis, L. H., Emmelot-Vonk, M. H., & Hamaker, M. E. (2023). A meta-analysis on the role older adults with cancer favour in treatment decision making. Journal of Geriatric Oncology, 14(1), 101383. https://doi.org/10.1016/j.jgo.2022.09.012
[van_Dis_2020] van Dis, E. A. M., van Veen, S. C., Hagenaars, M. A., Batelaan, N. M., Bockting, C. L. H., van den Heuvel, R. M., Cuijpers, P., & Engelhard, I. M. (2020). Long-term Outcomes of Cognitive Behavioral Therapy for Anxiety-Related Disorders. JAMA Psychiatry, 77(3), 265. https://doi.org/10.1001/jamapsychiatry.2019.3986
[Walker_2018] Walker, V. R., Boyles, A. L., Pelch, K. E., Holmgren, S. D., Shapiro, A. J., Blystone, C. R., Devito, M. J., Newbold, R. R., Blain, R., Hartman, P., Thayer, K. A., & Rooney, A. A. (2018). Human and animal evidence of potential transgenerational inheritance of health effects: An evidence map and state-of-the-science evaluation. Environment International, 115, 48–69. https://doi.org/10.1016/j.envint.2017.12.032
[Wassenaar_2017] Wassenaar, P. N. H., Trasande, L., & Legler, J. (2017). Systematic Review and Meta-Analysis of Early-Life Exposure to Bisphenol A and Obesity-Related Outcomes in Rodents. Environmental Health Perspectives, 125(10), 106001. https://doi.org/10.1289/ehp1233
[Wolters_2018] Wolters, F. J., Segufa, R. A., Darweesh, S. K. L., Bos, D., Ikram, M. A., Sabayan, B., Hofman, A., & Sedaghat, S. (2018). Coronary heart disease, heart failure, and the risk of dementia: A systematic review and meta‐analysis. Alzheimer’s & Dementia, 14(11), 1493–1504. Portico. https://doi.org/10.1016/j.jalz.2018.01.007
We thank the authors of the following collections of systematic reviews:
Cohen, A. M., Hersh, W. R., Peterson, K., & Yen, P.-Y. (2006). Reducing Workload in Systematic Review Preparation Using Automated Citation Classification. Journal of the American Medical Informatics Association, 13(2), 206–219. https://doi.org/10.1197/jamia.m1929
Howard, B. E., Phillips, J., Miller, K., Tandon, A., Mav, D., Shah, M. R., Holmgren, S., Pelch, K. E., Walker, V., Rooney, A. A., Macleod, M., Shah, R. R., & Thayer, K. (2016). SWIFT-Review: a text-mining workbench for systematic review. Systematic Reviews, 5(1). https://doi.org/10.1186/s13643-016-0263-z
Yu, Z., Kraft, N. A., & Menzies, T. (2018). Finding better active learners for faster literature reviews. Empirical Software Engineering, 23(6), 3161–3186. https://doi.org/10.1007/s10664-017-9587-0