{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,22]],"date-time":"2026-06-22T14:33:43Z","timestamp":1782138823667,"version":"3.54.5"},"reference-count":131,"publisher":"Springer Science and Business Media LLC","issue":"29","license":[{"start":{"date-parts":[[2024,7,22]],"date-time":"2024-07-22T00:00:00Z","timestamp":1721606400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,7,22]],"date-time":"2024-07-22T00:00:00Z","timestamp":1721606400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1007\/s00521-024-10153-x","type":"journal-article","created":{"date-parts":[[2024,7,22]],"date-time":"2024-07-22T14:03:30Z","timestamp":1721657010000},"page":"18201-18222","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Integrating ARAS with PyFWZIC to evaluate and benchmark patient-facing genetic services digital tools"],"prefix":"10.1007","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0253-8897","authenticated-orcid":false,"given":"Ghazala","family":"Bilquise","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Samar","family":"Ibrahim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,7,22]]},"reference":[{"issue":"8","key":"10153_CR1","doi-asserted-by":"crossref","first-page":"6655","DOI":"10.3390\/su15086655","volume":"15","author":"A Amjad","year":"2023","unstructured":"Amjad A, Kordel P, Fernandes G (2023) A review on innovation in healthcare sector (telehealth) through artificial intelligence. Sustainability 15(8):6655","journal-title":"Sustainability"},{"key":"10153_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1136\/jmg-2022-108653","volume":"60","author":"W Lee","year":"2022","unstructured":"Lee W et al (2022) Patient-facing digital tools for delivering genetic services: a systematic review. J Med Genet 60:1\u201310. https:\/\/doi.org\/10.1136\/jmg-2022-108653","journal-title":"J Med Genet"},{"issue":"9","key":"10153_CR3","doi-asserted-by":"publisher","first-page":"505","DOI":"10.1038\/s41576-020-0260-x","volume":"21","author":"Y Bombard","year":"2020","unstructured":"Bombard Y, Hayeems RZ (2020) How digital tools can advance quality and equity in genomic medicine. Nat Rev Genet 21(9):505\u2013506. https:\/\/doi.org\/10.1038\/s41576-020-0260-x","journal-title":"Nat Rev Genet"},{"issue":"1","key":"10153_CR4","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1034\/j.1399-0004.2002.610101.x","volume":"61","author":"D Donnai","year":"2002","unstructured":"Donnai D (2002) Genetic services. Clin Genet 61(1):1\u20136","journal-title":"Clin Genet"},{"key":"10153_CR5","unstructured":"Stranges J (2023) How digital tools can advance quality and equity in genomic medicine. Medical Press. Accessed: May 07. [Online]. Available: https:\/\/medicalxpress.com\/news\/2020-07-digital-tools-advance-quality-equity.html"},{"issue":"7","key":"10153_CR6","doi-asserted-by":"crossref","first-page":"1245","DOI":"10.1158\/1055-9965.EPI-13-1380","volume":"23","author":"CP Kaplan","year":"2014","unstructured":"Kaplan CP et al (2014) A randomized, controlled trial to increase discussion of breast cancer in primary carepromoting discussion of breast cancer in primary care. Cancer Epidemiol biomarkers Prev 23(7):1245\u20131253","journal-title":"Cancer Epidemiol biomarkers Prev"},{"issue":"1","key":"10153_CR7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s13053-020-00158-7","volume":"19","author":"SM Fung","year":"2021","unstructured":"Fung SM et al (2021) Clinical implementation of an oncology-specific family health history risk assessment tool. Hered Cancer Clin Pract 19(1):1\u201312","journal-title":"Hered Cancer Clin Pract"},{"issue":"2","key":"10153_CR8","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1007\/s13142-016-0439-z","volume":"7","author":"DJ Bowen","year":"2017","unstructured":"Bowen DJ, Robbins R, Bush N, Meischke H, Ludwig A, Wooldridge J (2017) Effects of a web-based intervention on women\u2019s breast health behaviors. Transl Behav Med 7(2):309\u2013319","journal-title":"Transl Behav Med"},{"key":"10153_CR9","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1007\/s00520-018-4307-x","volume":"27","author":"C Grimmett","year":"2019","unstructured":"Grimmett C et al (2019) Development of breast cancer choices: a decision support tool for young women with breast cancer deciding whether to have genetic testing for BRCA1\/2 mutations. Support Care Cancer 27:297\u2013309","journal-title":"Support Care Cancer"},{"key":"10153_CR10","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/j.breast.2017.10.001","volume":"36","author":"KA Sherman","year":"2017","unstructured":"Sherman KA et al (2017) Facilitating decision-making in women undergoing genetic testing for hereditary breast cancer: BRECONDA randomized controlled trial results. The Breast 36:79\u201385","journal-title":"The Breast"},{"key":"10153_CR11","doi-asserted-by":"publisher","first-page":"103529","DOI":"10.1016\/j.jnca.2022.103529","volume":"209","author":"S Qahtan","year":"2023","unstructured":"Qahtan S, Yatim K, Zulzalil H, Osman MH, Zaidan AA, Alsattar HA (2023) Review of healthcare industry 4.0 application-based blockchain in terms of security and privacy development attributes: comprehensive taxonomy, open issues and challenges and recommended solution. J Netw Comput Appl 209:103529. https:\/\/doi.org\/10.1016\/j.jnca.2022.103529","journal-title":"J Netw Comput Appl"},{"issue":"9","key":"10153_CR12","doi-asserted-by":"publisher","first-page":"4723","DOI":"10.1002\/int.22489","volume":"36","author":"E Krishnan","year":"2021","unstructured":"Krishnan E et al (2021) Interval type 2 trapezoidal-fuzzy weighted with zero inconsistency combined with VIKOR for evaluating smart e-tourism applications. Int J Intell Syst 36(9):4723\u20134774. https:\/\/doi.org\/10.1002\/int.22489","journal-title":"Int J Intell Syst"},{"key":"10153_CR13","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1007\/s40747-019-0100-9","volume":"5","author":"L Abdullah","year":"2019","unstructured":"Abdullah L, Goh P (2019) Decision making method based on Pythagorean fuzzy sets and its application to solid waste management. Complex Intell Syst 5:185\u2013198","journal-title":"Complex Intell Syst"},{"issue":"2","key":"10153_CR14","doi-asserted-by":"publisher","first-page":"159","DOI":"10.3846\/tede.2010.10","volume":"16","author":"EK Zavadskas","year":"2010","unstructured":"Zavadskas EK, Turskis Z (2010) A new additive ratio assessment (ARAS) method in multicriteria decision-making. Technol Econ Dev Econ 16(2):159\u2013172. https:\/\/doi.org\/10.3846\/tede.2010.10","journal-title":"Technol Econ Dev Econ"},{"issue":"7","key":"10153_CR15","doi-asserted-by":"crossref","first-page":"3524","DOI":"10.1002\/int.22425","volume":"36","author":"N Liu","year":"2021","unstructured":"Liu N, Xu Z (2021) An overview of ARAS method: Theory development, application extension, and future challenge. Int J Intell Syst 36(7):3524\u20133565","journal-title":"Int J Intell Syst"},{"key":"10153_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2020\/7279027","volume":"2020","author":"H Garg","year":"2020","unstructured":"Garg H, Shahzadi G, Akram M (2020) Decision-making analysis based on fermatean fuzzy yager aggregation operators with application in COVID-19 testing facility. Math Probl Eng 2020:1\u201316. https:\/\/doi.org\/10.1155\/2020\/7279027","journal-title":"Math Probl Eng"},{"issue":"1","key":"10153_CR17","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1007\/s00186-019-00675-9","volume":"91","author":"D Kostner","year":"2020","unstructured":"Kostner D (2020) Multi-criteria decision making via multivariate quantiles. Math Methods Oper Res 91(1):73\u201388. https:\/\/doi.org\/10.1007\/s00186-019-00675-9","journal-title":"Math Methods Oper Res"},{"key":"10153_CR18","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1016\/j.fss.2021.08.008","volume":"434","author":"M Juanpera","year":"2022","unstructured":"Juanpera M, Domenech B, Ferrer-Mart\u00ed L, Garc\u00eda-Villoria A, Pastor R (2022) Methodology for integrated multicriteria decision-making with uncertainty: extending the compromise ranking method for uncertain evaluation of alternatives. Fuzzy Sets Syst 434:135\u2013158. https:\/\/doi.org\/10.1016\/j.fss.2021.08.008","journal-title":"Fuzzy Sets Syst"},{"issue":"4","key":"10153_CR19","doi-asserted-by":"publisher","first-page":"101","DOI":"10.46632\/7\/4\/1","volume":"7","author":"S Soniya","year":"2021","unstructured":"Soniya S, Ramachandran M, Sathiyaraj C, Mathivanan G (2021) A review on multi-criteria decision-making and its application. REST J Emerg trends Model Manuf 7(4):101\u2013107. https:\/\/doi.org\/10.46632\/7\/4\/1","journal-title":"REST J Emerg trends Model Manuf"},{"key":"10153_CR20","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-023-00972-1","author":"AH Alamoodi","year":"2023","unstructured":"Alamoodi AH et al (2023) Systematic review of MCDM approach applied to the medical case studies of COVID-19: trends, bibliographic analysis, challenges, motivations, recommendations, and future directions. Complex Intell Syst. https:\/\/doi.org\/10.1007\/s40747-023-00972-1","journal-title":"Complex Intell Syst"},{"key":"10153_CR21","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1016\/j.ins.2022.11.097","volume":"621","author":"LS Jin","year":"2023","unstructured":"Jin LS et al (2023) Bi-polar preference based weights allocation with incomplete fuzzy relations. Inf Sci (Ny) 621:308\u2013318. https:\/\/doi.org\/10.1016\/j.ins.2022.11.097","journal-title":"Inf Sci (Ny)"},{"key":"10153_CR22","doi-asserted-by":"publisher","first-page":"118268","DOI":"10.1016\/j.eswa.2022.118268","volume":"209","author":"A Siva Bhaskar","year":"2022","unstructured":"Siva Bhaskar A, Khan A (2022) Comparative analysis of hybrid MCDM methods in material selection for dental applications. Expert Syst 209:118268. https:\/\/doi.org\/10.1016\/j.eswa.2022.118268","journal-title":"Expert Syst"},{"issue":"6","key":"10153_CR23","doi-asserted-by":"publisher","first-page":"1334","DOI":"10.3390\/math11061334","volume":"11","author":"M Krsti\u0107","year":"2023","unstructured":"Krsti\u0107 M, Agnusdei GP, Tadi\u0107 S, Kova\u010d M, Miglietta PP (2023) A novel axial-distance-based aggregated measurement (ADAM) method for the evaluation of agri-food circular-economy-based business models. Mathematics 11(6):1334. https:\/\/doi.org\/10.3390\/math11061334","journal-title":"Mathematics"},{"key":"10153_CR24","doi-asserted-by":"publisher","first-page":"4","DOI":"10.3390\/healthcare10010004","volume":"10","author":"Kamaldeep","year":"2022","unstructured":"Kamaldeep et al (2022) \u201cEvaluating the usability of mhealth applications on type 2 diabetes mellitus using various mcdm models. Healthc 10:4. https:\/\/doi.org\/10.3390\/healthcare10010004","journal-title":"Healthc"},{"key":"10153_CR25","doi-asserted-by":"crossref","first-page":"426","DOI":"10.1016\/j.eswa.2015.11.003","volume":"46","author":"M Alemi-Ardakani","year":"2016","unstructured":"Alemi-Ardakani M, Milani AS, Yannacopoulos S, Shokouhi G (2016) On the effect of subjective, objective and combinative weighting in multiple criteria decision making: a case study on impact optimization of composites. Expert Syst Appl 46:426\u2013438","journal-title":"Expert Syst Appl"},{"issue":"7","key":"10153_CR26","doi-asserted-by":"publisher","first-page":"13399","DOI":"10.1007\/s10916-019-1339-9","volume":"43","author":"EM Almahdi","year":"2019","unstructured":"Almahdi EM, Zaidan AA, Zaidan BB, Alsalem MA, Albahri OS, Albahri AS (2019) Mobile-based patient monitoring systems: a prioritisation framework using multi-criteria decision-making techniques. J Med Syst 43(7):13399. https:\/\/doi.org\/10.1007\/s10916-019-1339-9","journal-title":"J Med Syst"},{"issue":"9","key":"10153_CR27","doi-asserted-by":"publisher","first-page":"156","DOI":"10.3390\/app12094156","volume":"12","author":"K Gupta","year":"2022","unstructured":"Gupta K et al (2022) Multi-criteria usability evaluation of mhealth applications on type 2 diabetes mellitus using two hybrid MCDM models: CODAS-FAHP and MOORA-FAHP. Appl Sci 12(9):156. https:\/\/doi.org\/10.3390\/app12094156","journal-title":"Appl Sci"},{"issue":"9","key":"10153_CR28","doi-asserted-by":"publisher","first-page":"6415","DOI":"10.1109\/TII.2022.3143619","volume":"18","author":"S Qahtan","year":"2022","unstructured":"Qahtan S et al (2022) Novel multi security and privacy benchmarking framework for blockchain-based IoT healthcare industry 4.0 systems. IEEE Trans Ind Informatics 18(9):6415\u20136423. https:\/\/doi.org\/10.1109\/TII.2022.3143619","journal-title":"IEEE Trans Ind Informatics"},{"key":"10153_CR29","doi-asserted-by":"publisher","first-page":"866","DOI":"10.1016\/j.asoc.2017.04.054","volume":"68","author":"J-Z Wu","year":"2018","unstructured":"Wu J-Z, Tiao P-J (2018) A validation scheme for intelligent and effective multiple criteria decision-making. Appl Soft Comput 68:866\u2013872. https:\/\/doi.org\/10.1016\/j.asoc.2017.04.054","journal-title":"Appl Soft Comput"},{"key":"10153_CR30","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1016\/j.proeng.2013.04.083","volume":"57","author":"V Kutut","year":"2013","unstructured":"Kutut V, Zavadskas EK, Lazauskas M (2013) Assessment of priority options for preservation of historic city centre buildings using MCDM (ARAS). Procedia Eng 57:657\u2013661. https:\/\/doi.org\/10.1016\/j.proeng.2013.04.083","journal-title":"Procedia Eng"},{"key":"10153_CR31","doi-asserted-by":"publisher","first-page":"100382","DOI":"10.1016\/j.spasta.2019.100382","volume":"33","author":"Y Bahrami","year":"2019","unstructured":"Bahrami Y, Hassani H, Maghsoudi A (2019) BWM-ARAS: a new hybrid MCDM method for Cu prospectivity mapping in the Abhar area, NW Iran. Spat. Stat. 33:100382. https:\/\/doi.org\/10.1016\/j.spasta.2019.100382","journal-title":"Spat. Stat."},{"issue":"10","key":"10153_CR32","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1177\/16878132221129702","volume":"14","author":"SS Goswami","year":"2022","unstructured":"Goswami SS et al (2022) Development of entropy embedded COPRAS-ARAS hybrid MCDM model for optimizing EDM parameters while machining high carbon chromium steel plate. Adv Mech Eng 14(10):1\u201317. https:\/\/doi.org\/10.1177\/16878132221129702","journal-title":"Adv Mech Eng"},{"issue":"8","key":"10153_CR33","doi-asserted-by":"publisher","first-page":"1331","DOI":"10.3390\/sym13081331","volume":"13","author":"SS Goswami","year":"2021","unstructured":"Goswami SS et al (2021) Analysis of a robot selection problem using two newly developed hybrid MCDM models of TOPSIS-ARAS and COPRAS-ARAS. Symmetry (Basel) 13(8):1331. https:\/\/doi.org\/10.3390\/sym13081331","journal-title":"Symmetry (Basel)"},{"issue":"1","key":"10153_CR34","doi-asserted-by":"publisher","first-page":"53","DOI":"10.5267\/j.dsl.2020.10.004","volume":"10","author":"P Van Hoan","year":"2020","unstructured":"Van Hoan P, Ha Y (2020) ARAS-fucom approach for VPAF fighter aircraft selection. Decis Sci Lett 10(1):53\u201362. https:\/\/doi.org\/10.5267\/j.dsl.2020.10.004","journal-title":"Decis Sci Lett"},{"key":"10153_CR35","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1142\/S0219622022500511","volume":"114","author":"HA Alsattar","year":"2022","unstructured":"Alsattar HA et al (2022) Integration of FDOSM and FWZIC under homogeneous Fermatean fuzzy environment: a prioritization of COVID-19 patients for mesenchymal stem cell transfusion. Int J Inf Technol Decis Mak. 114:1\u201341. https:\/\/doi.org\/10.1142\/S0219622022500511","journal-title":"Int J Inf Technol Decis Mak."},{"key":"10153_CR36","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622022500183","author":"M Alsattar","year":"2022","unstructured":"Alsattar M, Qahtan S, Mohammed R, Zaidan A, Albahri OS, Alamoodi AH (2022) Combination of fuzzy-weighted zero-inconsistency and fuzzy decision by opinion score methods in pythagorean m -polar fuzzy environment: a case study of sing language recognition systems. Int J Inf Technol Decis Mak. https:\/\/doi.org\/10.1142\/S0219622022500183","journal-title":"Int J Inf Technol Decis Mak"},{"key":"10153_CR37","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1111\/coin.12562","volume":"39","author":"AS Albahri","year":"2022","unstructured":"Albahri AS et al (2022) Comput. Intell. 39:225\u2013257. https:\/\/doi.org\/10.1111\/coin.12562","journal-title":"Comput. Intell."},{"key":"10153_CR38","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1016\/j.jare.2021.08.009","volume":"37","author":"OS Albahri","year":"2021","unstructured":"Albahri OS et al (2021) Novel dynamic fuzzy decision-making framework for COVID-19 vaccine dose recipients. J Adv Res 37:147\u2013168. https:\/\/doi.org\/10.1016\/j.jare.2021.08.009","journal-title":"J Adv Res"},{"issue":"1","key":"10153_CR39","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s41066-018-0132-3","volume":"5","author":"M Akram","year":"2020","unstructured":"Akram M, Ali G (2020) Hybrid models for decision-making based on rough pythagorean fuzzy bipolar soft information. Granul Comput 5(1):1\u201315. https:\/\/doi.org\/10.1007\/s41066-018-0132-3","journal-title":"Granul Comput"},{"issue":"10","key":"10153_CR40","doi-asserted-by":"crossref","first-page":"822","DOI":"10.1038\/gim.2014.198","volume":"17","author":"C Wang","year":"2015","unstructured":"Wang C et al (2015) Acceptability and feasibility of a virtual counselor (VICKY) to collect family health histories. Genet Med 17(10):822\u2013830","journal-title":"Genet Med"},{"issue":"4","key":"10153_CR41","doi-asserted-by":"crossref","first-page":"994","DOI":"10.1038\/s41436-018-0275-2","volume":"21","author":"M Sabatello","year":"2019","unstructured":"Sabatello M, Chen Y, Sanderson SC, Chung WK, Appelbaum PS (2019) Increasing genomic literacy among adolescents. Genet Med 21(4):994\u20131000","journal-title":"Genet Med"},{"key":"10153_CR42","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1007\/s12687-020-00484-2","volume":"12","author":"K Reumkens","year":"2021","unstructured":"Reumkens K et al (2021) Reproductive decision-making in the context of hereditary cancer: the effects of an online decision aid on informed decision-making. J Community Genet 12:101\u2013110","journal-title":"J Community Genet"},{"key":"10153_CR43","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/npjgenmed.2016.10","volume":"1","author":"B Heald","year":"2016","unstructured":"Heald B et al (2016) Assessment of clinical workload for general and specialty genetic counsellors at an academic medical center: a tool for evaluating genetic counselling practices. npj Genomic Med 1:1\u20138. https:\/\/doi.org\/10.1038\/npjgenmed.2016.10","journal-title":"npj Genomic Med"},{"issue":"2","key":"10153_CR44","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1007\/s00520-021-06440-1","volume":"30","author":"SR der Kruk","year":"2022","unstructured":"der Kruk SR et al (2022) Psychosocial well-being and supportive care needs of cancer patients and survivors living in rural or regional areas: a systematic review from 2010 to 2021. Support Care Cancer 30(2):440. https:\/\/doi.org\/10.1007\/s00520-021-06440-1","journal-title":"Support Care Cancer"},{"issue":"1","key":"10153_CR45","first-page":"590","volume":"21","author":"AB Cadwallader","year":"2021","unstructured":"Cadwallader AB (2021) AMA journal of ethics 2019. AMA J Ethics 21(1):590\u2013595","journal-title":"AMA J Ethics"},{"issue":"4","key":"10153_CR46","doi-asserted-by":"publisher","first-page":"593","DOI":"10.1038\/s41436-020-01045-1","volume":"23","author":"A Sebastian","year":"2021","unstructured":"Sebastian A et al (2021) Effect of genetics clinical decision support tools on health-care providers\u2019 decision making: a mixed-methods systematic review. Genet Med 23(4):593\u2013602. https:\/\/doi.org\/10.1038\/s41436-020-01045-1","journal-title":"Genet Med"},{"issue":"12","key":"10153_CR47","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3390\/jpm11121304","volume":"11","author":"KE Ormond","year":"2021","unstructured":"Ormond KE et al (2021) Defining the critical components of informed consent for genetic testing. J Pers Med 11(12):1\u201312. https:\/\/doi.org\/10.3390\/jpm11121304","journal-title":"J Pers Med"},{"issue":"6","key":"10153_CR48","doi-asserted-by":"publisher","first-page":"732","DOI":"10.1097\/MOP.0000000000000815","volume":"31","author":"MB Neu","year":"2019","unstructured":"Neu MB, Bowling KM, Cooper GM (2019) Clinical utility of genomic sequencing. Curr Opin Pediatr 31(6):732\u2013738. https:\/\/doi.org\/10.1097\/MOP.0000000000000815","journal-title":"Curr Opin Pediatr"},{"issue":"1","key":"10153_CR49","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1016\/j.ajhg.2019.05.014","volume":"105","author":"SC Nelson","year":"2019","unstructured":"Nelson SC, Bowen DJ, Fullerton SM (2019) Third-party genetic interpretation tools: a mixed-methods study of consumer motivation and behavior. Am J Hum Genet 105(1):122\u2013131. https:\/\/doi.org\/10.1016\/j.ajhg.2019.05.014","journal-title":"Am J Hum Genet"},{"issue":"9","key":"10153_CR50","doi-asserted-by":"crossref","first-page":"e898","DOI":"10.1002\/mgg3.898","volume":"7","author":"JB Gaieski","year":"2019","unstructured":"Gaieski JB et al (2019) Research participants\u2019 experiences with return of genetic research results and preferences for web-based alternatives. Mol Genet genomic Med 7(9):e898","journal-title":"Mol Genet genomic Med"},{"issue":"3","key":"10153_CR51","doi-asserted-by":"crossref","first-page":"249","DOI":"10.2217\/pme-2017-0001","volume":"14","author":"A Middleton","year":"2017","unstructured":"Middleton A, Mendes \u00c1, Benjamin CM, Howard HC (2017) Direct-to-consumer genetic testing: where and how does genetic counseling fit? Per Med 14(3):249\u2013257","journal-title":"Per Med"},{"issue":"12","key":"10153_CR52","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1038\/s41576-018-0057-3","volume":"19","author":"AM Elliott","year":"2018","unstructured":"Elliott AM, Friedman JM (2018) The importance of genetic counselling in genome-wide sequencing. Nat Rev Genet 19(12):735\u2013736","journal-title":"Nat Rev Genet"},{"issue":"2","key":"10153_CR53","doi-asserted-by":"crossref","first-page":"188","DOI":"10.1016\/j.pec.2013.04.008","volume":"92","author":"DJ Rupert","year":"2013","unstructured":"Rupert DJ et al (2013) Communicating risk of hereditary breast and ovarian cancer with an interactive decision support tool. Patient Educ Couns 92(2):188\u2013196","journal-title":"Patient Educ Couns"},{"issue":"5","key":"10153_CR54","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1038\/gim.2015.118","volume":"18","author":"SC Sanderson","year":"2016","unstructured":"Sanderson SC, Suckiel SA, Zweig M, Bottinger EP, Jabs EW, Richardson LD (2016) Development and preliminary evaluation of an online educational video about whole-genome sequencing for research participants, patients, and the general public. Genet Med 18(5):501\u2013512","journal-title":"Genet Med"},{"issue":"1","key":"10153_CR55","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1177\/0272989X14535983","volume":"35","author":"CR Wolfe","year":"2015","unstructured":"Wolfe CR et al (2015) Efficacy of a web-based intelligent tutoring system for communicating genetic risk of breast cancer: a fuzzy-trace theory approach. Med Decis Mak 35(1):46\u201359","journal-title":"Med Decis Mak"},{"key":"10153_CR56","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1007\/s10897-017-0188-2","volume":"27","author":"P Boudreault","year":"2018","unstructured":"Boudreault P, Wolfson A, Berman B, Venne VL, Sinsheimer JS, Palmer C (2018) Bilingual cancer genetic education modules for the deaf community: development and evaluation of the online video material. J Genet Couns 27:457\u2013469","journal-title":"J Genet Couns"},{"key":"10153_CR57","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1007\/s10897-010-9303-3","volume":"19","author":"G Joseph","year":"2010","unstructured":"Joseph G et al (2010) Pre-counseling education for low literacy women at risk of hereditary breast and ovarian cancer (HBOC): patient experiences using the cancer risk education intervention tool (CREdIT). J Genet Couns 19:447\u2013462","journal-title":"J Genet Couns"},{"key":"10153_CR58","doi-asserted-by":"crossref","first-page":"1034","DOI":"10.1007\/s10897-014-9732-5","volume":"23","author":"M Pritzlaff","year":"2014","unstructured":"Pritzlaff M et al (2014) An internal performance assessment of CancerGene Connect: an electronic tool to streamline, measure and improve the genetic counseling process. J Genet Couns 23:1034\u20131044","journal-title":"J Genet Couns"},{"issue":"7","key":"10153_CR59","doi-asserted-by":"crossref","first-page":"841","DOI":"10.6004\/jnccn.2020.7546","volume":"18","author":"D Cragun","year":"2020","unstructured":"Cragun D, Weidner A, Tezak A, Zuniga B, Wiesner GL, Pal T (2020) A web-based tool to automate portions of pretest genetic counseling for inherited cancer. J Natl Compr Cancer Netw 18(7):841\u2013847","journal-title":"J Natl Compr Cancer Netw"},{"key":"10153_CR60","doi-asserted-by":"crossref","first-page":"294","DOI":"10.1007\/s10897-011-9350-4","volume":"20","author":"JO Culver","year":"2011","unstructured":"Culver JO et al (2011) Development and evaluation of a decision aid for BRCA carriers with breast cancer. J Genet Couns 20:294\u2013307","journal-title":"J Genet Couns"},{"key":"10153_CR61","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1007\/s10689-012-9577-8","volume":"12","author":"EA Schackmann","year":"2013","unstructured":"Schackmann EA, Munoz DF, Mills MA, Plevritis SK, Kurian AW (2013) Feasibility evaluation of an online tool to guide decisions for BRCA1\/2 mutation carriers. Fam Cancer 12:65\u201373","journal-title":"Fam Cancer"},{"issue":"3","key":"10153_CR62","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1007\/s10897-015-9899-4","volume":"25","author":"AS Sie","year":"2016","unstructured":"Sie AS et al (2016) High satisfaction and low distress in breast cancer patients one year after BRCA-mutation testing without prior face-to-face genetic counseling. J Genet Couns 25(3):504\u2013514","journal-title":"J Genet Couns"},{"issue":"1","key":"10153_CR63","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/j.pec.2014.10.005","volume":"98","author":"A Albada","year":"2015","unstructured":"Albada A, van Dulmen S, Spreeuwenberg P, Ausems MGEM (2015) Follow-up effects of a tailored pre-counseling website with question prompt in breast cancer genetic counseling. Patient Educ Couns 98(1):69\u201376","journal-title":"Patient Educ Couns"},{"key":"10153_CR64","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1007\/s10552-021-01398-1","volume":"32","author":"S Makhnoon","year":"2021","unstructured":"Makhnoon S et al (2021) The familytalk randomized controlled trial: patient-reported outcomes in clinical genetic sequencing for colorectal cancer. Cancer Causes Control 32:483\u2013492","journal-title":"Cancer Causes Control"},{"issue":"5","key":"10153_CR65","doi-asserted-by":"crossref","first-page":"1241","DOI":"10.3390\/cancers12051241","volume":"12","author":"F Gaba","year":"2020","unstructured":"Gaba F et al (2020) Population study of ovarian cancer risk prediction for targeted screening and prevention. Cancers (Basel) 12(5):1241","journal-title":"Cancers (Basel)"},{"key":"10153_CR66","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1200\/PO.19.00195","volume":"4","author":"IB Solomon","year":"2020","unstructured":"Solomon IB et al (2020) Engaging patients in precision oncology: development and usability of a web-based patient-facing genomic sequencing report. JCO Precis Oncol 4:307\u2013318","journal-title":"JCO Precis Oncol"},{"issue":"3","key":"10153_CR67","doi-asserted-by":"crossref","first-page":"412","DOI":"10.1177\/0272989X10381283","volume":"31","author":"GW Hooker","year":"2011","unstructured":"Hooker GW et al (2011) Longitudinal changes in patient distress following interactive decision aid use among BRCA1\/2 carriers: a randomized trial. Med Decis Mak 31(3):412\u2013421","journal-title":"Med Decis Mak"},{"issue":"20","key":"10153_CR68","doi-asserted-by":"crossref","first-page":"4000","DOI":"10.1002\/cncr.31731","volume":"124","author":"MC Gornick","year":"2018","unstructured":"Gornick MC et al (2018) Knowledge regarding and patterns of genetic testing in patients newly diagnosed with breast cancer participating in the iCanDecide trial. Cancer 124(20):4000\u20134009","journal-title":"Cancer"},{"issue":"6","key":"10153_CR69","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1089\/jwh.2019.8143","volume":"29","author":"KB Eden","year":"2020","unstructured":"Eden KB et al (2020) Use of an online breast cancer risk assessment and patient decision aid in primary care practices. J Women\u2019s Heal 29(6):763\u2013769","journal-title":"J Women\u2019s Heal"},{"issue":"7","key":"10153_CR70","doi-asserted-by":"crossref","first-page":"472","DOI":"10.1136\/jmedgenet-2015-103740","volume":"53","author":"R Manchanda","year":"2016","unstructured":"Manchanda R et al (2016) Cluster-randomised non-inferiority trial comparing DVD-assisted and traditional genetic counselling in systematic population testing for BRCA1\/2 mutations. J Med Genet 53(7):472\u2013480","journal-title":"J Med Genet"},{"issue":"8","key":"10153_CR71","doi-asserted-by":"crossref","first-page":"1366","DOI":"10.1200\/JCO.2009.25.0399","volume":"28","author":"SL Manne","year":"2010","unstructured":"Manne SL et al (2010) Facilitating informed decisions regarding microsatellite instability testing among high-risk individuals diagnosed with colorectal cancer. J Clin Oncol 28(8):1366","journal-title":"J Clin Oncol"},{"issue":"1","key":"10153_CR72","doi-asserted-by":"crossref","first-page":"108","DOI":"10.1016\/j.ygyno.2018.12.027","volume":"153","author":"JM McCuaig","year":"2019","unstructured":"McCuaig JM et al (2019) Modified panel-based genetic counseling for ovarian cancer susceptibility: a randomized non-inferiority study. Gynecol Oncol 153(1):108\u2013115","journal-title":"Gynecol Oncol"},{"issue":"1","key":"10153_CR73","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1016\/j.ygyno.2019.01.019","volume":"153","author":"RI Vogel","year":"2019","unstructured":"Vogel RI et al (2019) A patient-centered mobile health application to motivate use of genetic counseling among women with ovarian cancer: A pilot randomized controlled trial. Gynecol Oncol 153(1):100\u2013107","journal-title":"Gynecol Oncol"},{"issue":"11","key":"10153_CR74","doi-asserted-by":"crossref","first-page":"854","DOI":"10.1038\/gim.2014.42","volume":"16","author":"MJ Hall","year":"2014","unstructured":"Hall MJ et al (2014) Direct-to-patient disclosure of results of mismatch repair screening for Lynch syndrome via electronic personal health record: a feasibility study. Genet Med 16(11):854\u2013861","journal-title":"Genet Med"},{"issue":"10","key":"10153_CR75","doi-asserted-by":"crossref","first-page":"897","DOI":"10.1111\/codi.14319","volume":"20","author":"A van Erkelens","year":"2018","unstructured":"van Erkelens A et al (2018) An online self-test added to colorectal cancer screening can increase the effectiveness of familial cancer risk assessment without increasing distress. Color Dis 20(10):897\u2013904","journal-title":"Color Dis"},{"issue":"1","key":"10153_CR76","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1016\/j.cgh.2017.06.038","volume":"16","author":"DG Luba","year":"2018","unstructured":"Luba DG et al (2018) Community practice implementation of a self-administered version of PREMM1, 2, 6 to assess risk for Lynch syndrome. Clin Gastroenterol Hepatol 16(1):49\u201358","journal-title":"Clin Gastroenterol Hepatol"},{"issue":"7","key":"10153_CR77","doi-asserted-by":"crossref","first-page":"e4028","DOI":"10.2196\/jmir.4028","volume":"17","author":"R Kukafka","year":"2015","unstructured":"Kukafka R et al (2015) Why breast cancer risk by the numbers is not enough: evaluation of a decision aid in multi-ethnic, low-numerate women. J Med Internet Res 17(7):e4028","journal-title":"J Med Internet Res"},{"key":"10153_CR78","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/s10897-010-9282-4","volume":"19","author":"KM Sussner","year":"2010","unstructured":"Sussner KM, Jandorf L, Thompson HS, Valdimarsdottir HB (2010) Interest and beliefs about BRCA genetic counseling among at-risk Latinas in New York City. J Genet Couns 19:255\u2013268","journal-title":"J Genet Couns"},{"issue":"12","key":"10153_CR79","doi-asserted-by":"crossref","first-page":"1656","DOI":"10.1038\/s41431-020-0665-1","volume":"28","author":"V Stefansdottir","year":"2020","unstructured":"Stefansdottir V et al (2020) Web-based return of BRCA2 research results: one-year genetic counselling experience in Iceland. Eur J Hum Genet 28(12):1656\u20131661","journal-title":"Eur J Hum Genet"},{"issue":"3","key":"10153_CR80","doi-asserted-by":"crossref","first-page":"25","DOI":"10.3390\/jpm8030025","volume":"8","author":"AC Sturm","year":"2018","unstructured":"Sturm AC et al (2018) Early outcome data assessing utility of a post-test genomic counseling framework for the scalable delivery of precision health. J Pers Med 8(3):25","journal-title":"J Pers Med"},{"issue":"6","key":"10153_CR81","doi-asserted-by":"crossref","first-page":"1086","DOI":"10.1038\/s41436-021-01112-1","volume":"23","author":"S Shickh","year":"2021","unstructured":"Shickh S et al (2021) The role of digital tools in the delivery of genomic medicine: enhancing patient-centered care. Genet Med 23(6):1086\u20131094","journal-title":"Genet Med"},{"issue":"7","key":"10153_CR82","doi-asserted-by":"crossref","first-page":"984","DOI":"10.1038\/s41431-018-0144-0","volume":"26","author":"Y Bombard","year":"2018","unstructured":"Bombard Y et al (2018) The Genomics ADvISER: development and usability testing of a decision aid for the selection of incidental sequencing results. Eur J Hum Genet 26(7):984\u2013995","journal-title":"Eur J Hum Genet"},{"key":"10153_CR83","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12920-020-00864-0","volume":"14","author":"C Jujjavarapu","year":"2021","unstructured":"Jujjavarapu C et al (2021) ShareDNA: a smartphone app to facilitate family communication of genetic results. BMC Med Genomics 14:1\u20138","journal-title":"BMC Med Genomics"},{"issue":"7\u20138","key":"10153_CR84","doi-asserted-by":"crossref","first-page":"477","DOI":"10.1159\/000294415","volume":"13","author":"WF Cohn","year":"2010","unstructured":"Cohn WF et al (2010) Health Heritage\u00a9, a web-based tool for the collection and assessment of family health history: initial user experience and analytic validity. Public Health Genomics 13(7\u20138):477\u2013491","journal-title":"Public Health Genomics"},{"issue":"3","key":"10153_CR85","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1001\/jamainternmed.2017.8049","volume":"178","author":"BB Biesecker","year":"2018","unstructured":"Biesecker BB et al (2018) Web platform vs in-person genetic counselor for return of carrier results from exome sequencing: a randomized clinical trial. JAMA Int Med 178(3):338\u2013346","journal-title":"JAMA Int Med"},{"issue":"6","key":"10153_CR86","doi-asserted-by":"crossref","first-page":"676","DOI":"10.1038\/gim.2016.170","volume":"19","author":"M Ekstract","year":"2017","unstructured":"Ekstract M, Holtzman GI, Kim KY, Willis SM, Zallen DT (2017) Evaluation of a Web-based decision aid for people considering the APOE genetic test for Alzheimer risk. Genet Med 19(6):676\u2013682","journal-title":"Genet Med"},{"issue":"6","key":"10153_CR87","doi-asserted-by":"crossref","first-page":"1166","DOI":"10.1002\/jgc4.1169","volume":"28","author":"T Schmidlen","year":"2019","unstructured":"Schmidlen T, Schwartz M, DiLoreto K, Kirchner HL, Sturm AC (2019) Patient assessment of chatbots for the scalable delivery of genetic counseling. J Genet Couns 28(6):1166\u20131177","journal-title":"J Genet Couns"},{"issue":"11","key":"10153_CR88","doi-asserted-by":"crossref","first-page":"e940","DOI":"10.1002\/mgg3.940","volume":"7","author":"S Harris","year":"2019","unstructured":"Harris S et al (2019) The uptake of family screening in hypertrophic cardiomyopathy and an online video intervention to facilitate family communication. Mol Genet Genomic Med 7(11):e940","journal-title":"Mol Genet Genomic Med"},{"issue":"1","key":"10153_CR89","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1007\/s12160-010-9207-3","volume":"40","author":"CS Hendershot","year":"2010","unstructured":"Hendershot CS, Otto JM, Collins SE, Liang T, Wall TL (2010) Evaluation of a brief web-based genetic feedback intervention for reducing alcohol-related health risks associated with ALDH2. Ann Behav Med 40(1):77\u201388","journal-title":"Ann Behav Med"},{"key":"10153_CR90","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1007\/s10897-014-9736-1","volume":"24","author":"R Mills","year":"2015","unstructured":"Mills R, Powell J, Barry W, Haga SB (2015) Information-seeking and sharing behavior following genomic testing for diabetes risk. J Genet Couns 24:58\u201366","journal-title":"J Genet Couns"},{"issue":"3","key":"10153_CR91","doi-asserted-by":"crossref","first-page":"e41","DOI":"10.2196\/jmir.1587","volume":"12","author":"KA Kaphingst","year":"2010","unstructured":"Kaphingst KA, McBride CM, Wade C, Alford SH, Brody LC, Baxevanis AD (2010) Consumers\u2019 use of web-based information and their decisions about multiplex genetic susceptibility testing. J Med Internet Res 12(3):e41","journal-title":"J Med Internet Res"},{"issue":"5","key":"10153_CR92","doi-asserted-by":"publisher","first-page":"523","DOI":"10.2217\/pme.11.53","volume":"8","author":"N Arar","year":"2011","unstructured":"Arar N, Seo J, Abboud HE, Parchman M, Noel P (2011) Veterans\u2019 experience in using the online Surgeon General\u2019s family health history tool. Per Med 8(5):523\u2013532. https:\/\/doi.org\/10.2217\/pme.11.53","journal-title":"Per Med"},{"issue":"6","key":"10153_CR93","doi-asserted-by":"publisher","first-page":"1081","DOI":"10.1002\/jgc4.1239","volume":"29","author":"A Ponathil","year":"2020","unstructured":"Ponathil A, Ozkan F, Welch B, Bertrand J, Chalil Madathil K (2020) Family health history collected by virtual conversational agents: an empirical study to investigate the efficacy of this approach. J. Genet. Couns. 29(6):1081\u20131092. https:\/\/doi.org\/10.1002\/jgc4.1239","journal-title":"J. Genet. Couns."},{"issue":"1","key":"10153_CR94","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1111\/cts.12681","volume":"13","author":"TM Truong","year":"2020","unstructured":"Truong TM, Lipschultz E, Danahey K, Schierer E, Ratain MJ, O\u2019Donnell PH (2020) Assessment of patient knowledge and perceptions of pharmacogenomics before and after using a mock results patient web portal. Clin Transl Sci 13(1):78\u201387. https:\/\/doi.org\/10.1111\/cts.12681","journal-title":"Clin Transl Sci"},{"issue":"3","key":"10153_CR95","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1053\/j.gastro.2016.08.014.CagY","volume":"176","author":"PE Hershberger","year":"2017","unstructured":"Hershberger PE, Gallo AM, Thompson AA, Yaou Y, Wilkie DJ, Faan R (2017) Perception of young adults with sickle cell disease or sickle cell trait about participation in the CHOICES randomized controlled trial. Physiol Behav 176(3):139\u2013148. https:\/\/doi.org\/10.1053\/j.gastro.2016.08.014.CagY","journal-title":"Physiol Behav"},{"issue":"2","key":"10153_CR96","doi-asserted-by":"publisher","first-page":"426","DOI":"10.1007\/s10897-017-0133-4","volume":"27","author":"CW Fan","year":"2018","unstructured":"Fan CW, Castonguay L, Rummell S, L\u00e9vesque S, Mitchell JJ, Sillon G (2018) Online module for carrier screening in ashkenazi jewish individuals compared with in-person genetics education: a randomized controlled trial. J Genet Couns 27(2):426\u2013438. https:\/\/doi.org\/10.1007\/s10897-017-0133-4","journal-title":"J Genet Couns"},{"issue":"1","key":"10153_CR97","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1007\/s11764-017-0649-5","volume":"12","author":"TL Woodard","year":"2018","unstructured":"Woodard TL et al (2018) The pathways fertility preservation decision aid website for women with cancer: development and field testing. J Cancer Surviv 12(1):101\u2013114. https:\/\/doi.org\/10.1007\/s11764-017-0649-5","journal-title":"J Cancer Surviv"},{"issue":"2","key":"10153_CR98","doi-asserted-by":"publisher","first-page":"606","DOI":"10.1002\/jgc4.1349.Assessing","volume":"30","author":"C Dugger","year":"2021","unstructured":"Dugger C et al (2021) Assessing clinical education tools for expanded carrier screening. J Genet Couns 30(2):606\u2013615. https:\/\/doi.org\/10.1002\/jgc4.1349.Assessing","journal-title":"J Genet Couns"},{"issue":"6","key":"10153_CR99","doi-asserted-by":"publisher","first-page":"552","DOI":"10.1002\/pd.4347","volume":"34","author":"LM Yee","year":"2014","unstructured":"Yee LM et al (2014) A randomized trial of a prenatal genetic testing interactive computerized information aid. Prenat Diagn 34(6):552\u2013557. https:\/\/doi.org\/10.1002\/pd.4347","journal-title":"Prenat Diagn"},{"issue":"10","key":"10153_CR100","doi-asserted-by":"publisher","first-page":"1409","DOI":"10.1038\/ejhg.2016.39","volume":"24","author":"L Beulen","year":"2016","unstructured":"Beulen L et al (2016) The effect of a decision aid on informed decision-making in the era of non-invasive prenatal testing: a randomised controlled trial. Eur J Hum Genet 24(10):1409\u20131416. https:\/\/doi.org\/10.1038\/ejhg.2016.39","journal-title":"Eur J Hum Genet"},{"issue":"3","key":"10153_CR101","doi-asserted-by":"publisher","first-page":"390","DOI":"10.1016\/j.pec.2011.07.004","volume":"86","author":"U Bj\u00f6rklund","year":"2012","unstructured":"Bj\u00f6rklund U, Marsk A, Levin C, \u00d6hman SG (2012) Audiovisual information affects informed choice and experience of information in antenatal Down syndrome screening\u2013a randomized controlled trial. Patient Educ Couns 86(3):390\u2013395. https:\/\/doi.org\/10.1016\/j.pec.2011.07.004","journal-title":"Patient Educ Couns"},{"issue":"4","key":"10153_CR102","doi-asserted-by":"publisher","first-page":"923","DOI":"10.1038\/s41436-018-0283-2","volume":"21","author":"LM Carlson","year":"2019","unstructured":"Carlson LM et al (2019) Use of a novel computerized decision aid for aneuploidy screening: a randomized controlled trial. Genet Med 21(4):923\u2013929. https:\/\/doi.org\/10.1038\/s41436-018-0283-2","journal-title":"Genet Med"},{"issue":"4","key":"10153_CR103","doi-asserted-by":"publisher","first-page":"778","DOI":"10.1002\/ajmg.a.33870","volume":"155","author":"C Castellani","year":"2011","unstructured":"Castellani C et al (2011) An interactive computer program can effectively educate potential users of cystic fibrosis carrier tests. Am J Med Genet Part A 155(4):778\u2013785. https:\/\/doi.org\/10.1002\/ajmg.a.33870","journal-title":"Am J Med Genet Part A"},{"issue":"1","key":"10153_CR104","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1089\/tmj.2018.0253","volume":"26","author":"A Arjunan","year":"2020","unstructured":"Arjunan A et al (2020) Technology-driven noninvasive prenatal screening results disclosure and management. Telemed e-Health 26(1):8\u201317. https:\/\/doi.org\/10.1089\/tmj.2018.0253","journal-title":"Telemed e-Health"},{"issue":"4","key":"10153_CR105","doi-asserted-by":"publisher","first-page":"847","DOI":"10.1002\/jgc4.1127","volume":"28","author":"CD Kalejta","year":"2019","unstructured":"Kalejta CD et al (2019) Evaluation of an automated process for disclosure of negative noninvasive prenatal test results. J Genet Couns 28(4):847\u2013855. https:\/\/doi.org\/10.1002\/jgc4.1127","journal-title":"J Genet Couns"},{"issue":"1","key":"10153_CR106","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1186\/s12884-016-1057-y","volume":"16","author":"A \u00c5hman","year":"2016","unstructured":"\u00c5hman A, Sarkadi A, Lindgren P, Rubertsson C (2016) \u2018It made you think twice\u2013an interview study of women\u2019s perception of a web-based decision aid concerning screening and diagnostic testing for fetal anomalies. BMC Pregnancy Childbirth 16(1):267. https:\/\/doi.org\/10.1186\/s12884-016-1057-y","journal-title":"BMC Pregnancy Childbirth"},{"issue":"1\u20132","key":"10153_CR107","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1159\/000493971","volume":"21","author":"MW Hardy","year":"2018","unstructured":"Hardy MW, Kener HJ, Grinzaid KA (2018) Implementation of a carrier screening program in a high-risk undergraduate student population using digital marketing, online education, and telehealth. Public Health Genomics 21(1\u20132):67\u201376. https:\/\/doi.org\/10.1159\/000493971","journal-title":"Public Health Genomics"},{"issue":"12","key":"10153_CR108","doi-asserted-by":"publisher","first-page":"1210","DOI":"10.1001\/jama.2014.11479","volume":"312","author":"M Kuppermann","year":"2014","unstructured":"Kuppermann M et al (2014) Effect of enhanced information, values clarification, and removal of financial barriers on use of prenatal genetic testing: a randomized clinical trial. JAMA J Am Med Assoc 312(12):1210\u20131217. https:\/\/doi.org\/10.1001\/jama.2014.11479","journal-title":"JAMA J Am Med Assoc"},{"issue":"12","key":"10153_CR109","doi-asserted-by":"publisher","first-page":"1327","DOI":"10.1111\/aogs.12758","volume":"94","author":"MM Skj\u00f8th","year":"2015","unstructured":"Skj\u00f8th MM et al (2015) Informed choice about down syndrome screening\u2013effect of an eHealth tool: a randomized controlled trial. Acta Obstet Gynecol Scand 94(12):1327\u20131336. https:\/\/doi.org\/10.1111\/aogs.12758","journal-title":"Acta Obstet Gynecol Scand"},{"key":"10153_CR110","doi-asserted-by":"publisher","first-page":"495","DOI":"10.1017\/9781108290876.020","volume":"20","author":"S Peinado","year":"2019","unstructured":"Peinado S et al (2019) Values clarification and parental decision making about newborn genomic sequencing. Intellect. Hist. Psychol. 20:495\u2013511. https:\/\/doi.org\/10.1017\/9781108290876.020","journal-title":"Intellect. Hist. Psychol."},{"issue":"1","key":"10153_CR111","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1007\/s10897-018-0281-1","volume":"28","author":"S Adam","year":"2018","unstructured":"Adam S et al (2018) Assessing an interactive online tool to support parents\u2019 genomic testing decisions. J Genet Couns 28(1):10\u201317. https:\/\/doi.org\/10.1007\/s10897-018-0281-1","journal-title":"J Genet Couns"},{"issue":"2","key":"10153_CR112","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1007\/s10897-017-0176-6","volume":"27","author":"JL Williams","year":"2018","unstructured":"Williams JL et al (2018) Impact of a patient-facing enhanced genomic results report to improve understanding, engagement, and communication. J Genet Couns 27(2):358\u2013369. https:\/\/doi.org\/10.1007\/s10897-017-0176-6","journal-title":"J Genet Couns"},{"issue":"7","key":"10153_CR113","doi-asserted-by":"publisher","first-page":"896","DOI":"10.1038\/s41431-019-0564-5","volume":"28","author":"C Lewis","year":"2020","unstructured":"Lewis C et al (2020) Development and mixed-methods evaluation of an online animation for young people about genome sequencing. Eur J Hum Genet 28(7):896\u2013906. https:\/\/doi.org\/10.1038\/s41431-019-0564-5","journal-title":"Eur J Hum Genet"},{"issue":"3","key":"10153_CR114","doi-asserted-by":"publisher","first-page":"473","DOI":"10.1007\/s10897-014-9767-7","volume":"24","author":"R Temme","year":"2015","unstructured":"Temme R, Gruber A, Johnson M, Read L, Lu Y, McNamara J (2015) Assessment of parental understanding of positive newborn screening results and carrier status for cystic fibrosis with the use of a short educational video. J Genet Couns 24(3):473\u2013481. https:\/\/doi.org\/10.1007\/s10897-014-9767-7","journal-title":"J Genet Couns"},{"key":"10153_CR115","doi-asserted-by":"publisher","first-page":"424","DOI":"10.5993\/AJHB.42.4.1","volume":"42","author":"L Xu","year":"2018","unstructured":"Xu L et al (2018) Evaluating web-based educational modules on genetic testing for autism among parents of children with autism. Am J Health Behav 42:424. https:\/\/doi.org\/10.5993\/AJHB.42.4.1","journal-title":"Am J Health Behav"},{"issue":"1","key":"10153_CR116","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/0377-2217(90)90057-I","volume":"48","author":"TL Saaty","year":"1990","unstructured":"Saaty TL (1990) How to make a decision: the analytic hierarchy process. Eur J Oper Res 48(1):9\u201326","journal-title":"Eur J Oper Res"},{"key":"10153_CR117","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1016\/j.omega.2014.11.009","volume":"53","author":"J Rezaei","year":"2015","unstructured":"Rezaei J (2015) Best-worst multi-criteria decision-making method. Omega 53:49\u201357","journal-title":"Omega"},{"key":"10153_CR118","doi-asserted-by":"crossref","first-page":"106595","DOI":"10.1016\/j.asoc.2020.106595","volume":"96","author":"MM Salih","year":"2020","unstructured":"Salih MM, Zaidan BB, Zaidan AA (2020) Fuzzy decision by opinion score method. Appl Soft Comput 96:106595","journal-title":"Appl Soft Comput"},{"issue":"1","key":"10153_CR119","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/S0165-0114(86)80034-3","volume":"20","author":"KT Atanassov","year":"1986","unstructured":"Atanassov KT, Stoeva S (1986) Intuitionistic fuzzy sets. Fuzzy sets Syst 20(1):87\u201396","journal-title":"Fuzzy sets Syst"},{"issue":"4","key":"10153_CR120","doi-asserted-by":"crossref","first-page":"958","DOI":"10.1109\/TFUZZ.2013.2278989","volume":"22","author":"RR Yager","year":"2013","unstructured":"Yager RR (2013) Pythagorean membership grades in multicriteria decision making. IEEE Trans fuzzy Syst 22(4):958\u2013965","journal-title":"IEEE Trans fuzzy Syst"},{"issue":"3","key":"10153_CR121","doi-asserted-by":"publisher","first-page":"1873","DOI":"10.1007\/s10462-017-9596-9","volume":"52","author":"X Peng","year":"2019","unstructured":"Peng X, Selvachandran G (2019) Pythagorean fuzzy set: state of the art and future directions. Artif Intell Rev 52(3):1873\u20131927. https:\/\/doi.org\/10.1007\/s10462-017-9596-9","journal-title":"Artif Intell Rev"},{"issue":"3","key":"10153_CR122","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1177\/001316447103100307","volume":"31","author":"MS Matell","year":"1971","unstructured":"Matell MS, Jacoby J (1971) Is there an optimal number of alternatives for likert scale items? Study 1: reliability and validity. Educ Psychol Meas 31(3):657\u2013674. https:\/\/doi.org\/10.1177\/001316447103100307","journal-title":"Educ Psychol Meas"},{"issue":"7","key":"10153_CR123","doi-asserted-by":"publisher","first-page":"1455","DOI":"10.1002\/int.22103","volume":"34","author":"M Akram","year":"2019","unstructured":"Akram M, Dudek WA, Ilyas F (2019) Group decision-making based on pythagorean fuzzy TOPSIS method. Int J Intell Syst 34(7):1455\u20131475. https:\/\/doi.org\/10.1002\/int.22103","journal-title":"Int J Intell Syst"},{"issue":"23","key":"10153_CR124","doi-asserted-by":"publisher","first-page":"7191","DOI":"10.1007\/s00500-016-2262-3","volume":"21","author":"OA Arqub","year":"2017","unstructured":"Arqub OA, Al-Smadi M, Momani S, Hayat T (2017) Application of reproducing kernel algorithm for solving second-order, two-point fuzzy boundary value problems. Soft Comput 21(23):7191\u20137206. https:\/\/doi.org\/10.1007\/s00500-016-2262-3","journal-title":"Soft Comput"},{"issue":"1","key":"10153_CR125","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3390\/math8010070","volume":"8","author":"G Shahzadi","year":"2020","unstructured":"Shahzadi G, Akram M, Al-Kenani AN (2020) Decision-making approach under pythagorean fuzzy yager weighted operators. Mathematics 8(1):1\u201320. https:\/\/doi.org\/10.3390\/math8010070","journal-title":"Mathematics"},{"issue":"2","key":"10153_CR126","doi-asserted-by":"publisher","first-page":"495","DOI":"10.1002\/int","volume":"29","author":"X Peng","year":"2015","unstructured":"Peng X, Yang Y (2015) Some results for pythagorean fuzzy sets. Int J Intell Syst 29(2):495\u2013524. https:\/\/doi.org\/10.1002\/int","journal-title":"Int J Intell Syst"},{"issue":"12","key":"10153_CR127","doi-asserted-by":"publisher","first-page":"1061","DOI":"10.1002\/int.21676","volume":"29","author":"X Zhang","year":"2014","unstructured":"Zhang X, Xu Z (2014) Extension of TOPSIS to multiple criteria decision making with pythagorean fuzzy sets. Int J Intell Syst 29(12):1061\u20131078. https:\/\/doi.org\/10.1002\/int.21676","journal-title":"Int J Intell Syst"},{"issue":"4","key":"10153_CR128","doi-asserted-by":"publisher","first-page":"3479","DOI":"10.1007\/s40747-022-00689-7","volume":"8","author":"AH Alamoodi","year":"2022","unstructured":"Alamoodi AH et al (2022) Based on neutrosophic fuzzy environment: a new development of FWZIC and FDOSM for benchmarking smart e-tourism applications. Complex Intell Syst 8(4):3479\u20133503. https:\/\/doi.org\/10.1007\/s40747-022-00689-7","journal-title":"Complex Intell Syst"},{"issue":"4","key":"10153_CR129","doi-asserted-by":"publisher","first-page":"100277","DOI":"10.1016\/j.jik.2022.100277","volume":"7","author":"S Qahtan","year":"2022","unstructured":"Qahtan S, Alsattar HA, Zaidan AA, Pamucar D, Deveci M (2022) Integrated sustainable transportation modelling approaches for electronic passenger vehicle in the context of industry 5.0. J. Innov. Knowl. 7(4):100277. https:\/\/doi.org\/10.1016\/j.jik.2022.100277","journal-title":"J. Innov. Knowl."},{"issue":"4","key":"10153_CR130","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1371\/journal.pone.0153222","volume":"11","author":"HT Nguyen","year":"2016","unstructured":"Nguyen HT, Md Dawal SZ, Nukman Y, Rifai AP, Aoyama H (2016) An integrated MCDM model for conveyor equipment evaluation and selection in an FMC based on a Fuzzy AHP and Fuzzy ARAS in the presence of vagueness. PLoS One 11(4):1\u201326. https:\/\/doi.org\/10.1371\/journal.pone.0153222","journal-title":"PLoS One"},{"issue":"3","key":"10153_CR131","doi-asserted-by":"publisher","first-page":"403","DOI":"10.3846\/16111699.2014.923929","volume":"15","author":"M Zamani","year":"2014","unstructured":"Zamani M, Rabbani A, Yazdani-Chamzini A, Turskis Z (2014) An integrated model for extending brand based on fuzzy ARAS and ANP methods. J Bus Econ Manag 15(3):403\u2013423. https:\/\/doi.org\/10.3846\/16111699.2014.923929","journal-title":"J Bus Econ Manag"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-024-10153-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-024-10153-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-024-10153-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T06:09:38Z","timestamp":1726726178000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-024-10153-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,22]]},"references-count":131,"journal-issue":{"issue":"29","published-print":{"date-parts":[[2024,10]]}},"alternative-id":["10153"],"URL":"https:\/\/doi.org\/10.1007\/s00521-024-10153-x","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7,22]]},"assertion":[{"value":"14 October 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 June 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 July 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflicting interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}