{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T19:04:14Z","timestamp":1776107054467,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":84,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/https:\/\/doi.org\/10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/W011239\/1"],"award-info":[{"award-number":["EP\/W011239\/1"]}],"id":[{"id":"10.13039\/https:\/\/doi.org\/10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"name":"The MPS Foundation Grant Programme","award":["2022-0000000206"],"award-info":[{"award-number":["2022-0000000206"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,7]]},"DOI":"10.1145\/3643834.3660697","type":"proceedings-article","created":{"date-parts":[[2024,6,29]],"date-time":"2024-06-29T22:48:34Z","timestamp":1719701314000},"page":"1607-1619","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":14,"title":["Development and translation of human-AI interaction models into working prototypes for clinical decision-making"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-5116-3893","authenticated-orcid":false,"given":"Muhammad","family":"Hussain","sequence":"first","affiliation":[{"name":"Computer Science, University of York, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9674-8440","authenticated-orcid":false,"given":"Ioanna","family":"Iacovides","sequence":"additional","affiliation":[{"name":"Computer Science, University of York, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1351-8127","authenticated-orcid":false,"given":"Tom","family":"Lawton","sequence":"additional","affiliation":[{"name":"Improvement Academy, Bradford Institute for Health Research, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4178-8792","authenticated-orcid":false,"given":"Vishal","family":"Sharma","sequence":"additional","affiliation":[{"name":"Improvement Academy, Bradford Institute for Health Research, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4467-3288","authenticated-orcid":false,"given":"Zoe","family":"Porter","sequence":"additional","affiliation":[{"name":"Computer Science, University of York, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5246-1787","authenticated-orcid":false,"given":"Alice","family":"Cunningham","sequence":"additional","affiliation":[{"name":"Improvement Academy, Bradford Institute for Health Research, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2736-8238","authenticated-orcid":false,"given":"Ibrahim","family":"Habli","sequence":"additional","affiliation":[{"name":"Computer Science, University of York, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6550-7481","authenticated-orcid":false,"given":"Shireen","family":"Hickey","sequence":"additional","affiliation":[{"name":"Improvement Academy, Bradford Institute for Health Research, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5446-6565","authenticated-orcid":false,"given":"Yan","family":"Jia","sequence":"additional","affiliation":[{"name":"Computer Science, University of York, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8797-4216","authenticated-orcid":false,"given":"Phillip","family":"Morgan","sequence":"additional","affiliation":[{"name":"York Law School, University of York, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5119-1316","authenticated-orcid":false,"given":"Nee Ling","family":"Wong","sequence":"additional","affiliation":[{"name":"Improvement Academy, Bradford Institute for Health Research, United Kingdom"}]}],"member":"320","published-online":{"date-parts":[[2024,7]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"2018","unstructured":"5 ways to help robots work together with people: 2018. http:\/\/theconversation.com\/5-ways-to-help-robots-work-together-with-people-101419. Accessed: 2024-01-29."},{"key":"e_1_3_2_1_2_1","unstructured":"A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis - The Lancet Digital Health: https:\/\/www.thelancet.com\/journals\/landig\/article\/PIIS2589-7500(19)30123-2\/fulltext. Accessed: 2024-01-30."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.3390\/healthcare9040422"},{"key":"e_1_3_2_1_4_1","unstructured":"Artificial Intelligence: 2023. https:\/\/transform.england.nhs.uk\/information-governance\/guidance\/artificial-intelligence\/. Accessed: 2024-01-15."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1609\/hcomp.v7i1.5285"},{"key":"e_1_3_2_1_6_1","volume-title":"Hawaii","author":"Bansal G.","year":"2019","unstructured":"Bansal, G. 2019. Updates in human-AI teams: understanding and addressing the performance\/compatibility tradeoff. Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence and Thirty-First Innovative Applications of Artificial Intelligence Conference and Ninth AAAI Symposium on Educational Advances in Artificial Intelligence (Honolulu, Hawaii, USA, Jan. 2019), 2429\u20132437."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-021-01624-y"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1080\/2159676X.2019.1628806"},{"key":"e_1_3_2_1_9_1","volume-title":"The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems. 2015 International Conference on Healthcare Informatics (Oct.","author":"Bussone A.","year":"2015","unstructured":"Bussone, A. 2015. The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems. 2015 International Conference on Healthcare Informatics (Oct. 2015), 160\u2013169."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300234"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302289"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1177\/1541931218621104"},{"key":"e_1_3_2_1_13_1","unstructured":"Conversational user experience: 2022. https:\/\/learn.microsoft.com\/en-us\/azure\/bot-service\/bot-service-design-principles?view=azure-bot-service-4.0. Accessed: 2024-01-08."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0177-5"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2021.103525"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","unstructured":"Decherchi S. 2021. Opportunities and Challenges for Machine Learning in Rare Diseases. Frontiers in Medicine. 8 (2021).","DOI":"10.3389\/fmed.2021.747612"},{"key":"e_1_3_2_1_17_1","unstructured":"Deep neural network improves fracture detection by clinicians | PNAS: https:\/\/www.pnas.org\/doi\/abs\/10.1073\/pnas.1806905115. Accessed: 2024-01-30."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cogsys.2018.07.029"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3409120.3410662"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025739"},{"key":"e_1_3_2_1_21_1","unstructured":"Figma: 2024. https:\/\/www.figma.com. Accessed: 2024-01-29."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3563657.3596051"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.n1872"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2017.02.008"},{"key":"e_1_3_2_1_25_1","unstructured":"General Best Practices - Messenger Platform - Documentation: https:\/\/developers.facebook.com\/docs\/messenger-platform\/introduction\/general-best-practices\/. Accessed: 2024-01-08."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3359152"},{"key":"e_1_3_2_1_27_1","unstructured":"Guidotti R. 2018. Local Rule-Based Explanations of Black Box Decision Systems. arXiv."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.58871"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1177\/1541931218621047"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-93736-2_33"},{"key":"e_1_3_2_1_31_1","unstructured":"Human Factors in Healthcare AI: https:\/\/ergonomics.org.uk\/resource\/human-factors-in-healthcare-ai.html. Accessed: 2024-01-08."},{"key":"e_1_3_2_1_32_1","unstructured":"IBM Design for AI: https:\/\/www.ibm.com\/design\/ai\/www.ibm.com\/design\/ai. Accessed: 2024-01-08."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290607.3299002"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics11060990"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41398-021-01224-x"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v40i1.2842"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1093\/medlaw"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.38398.500764.8F"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/800045.801609"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.3934\/bioeng.2023004"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.4172\/2157-7420.1000321"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.4212\/cjhp.v74i3.3147"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.fhj.2024.100007"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.2196\/25741"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557103"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-020-1035-9"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1136\/medethics-2018-105118"},{"key":"e_1_3_2_1_48_1","volume-title":"Prototyping for Designers: Developing the Best Digital and Physical Products","author":"McElroy K.","unstructured":"McElroy, K. 2016. Prototyping for Designers: Developing the Best Digital and Physical Products. O'Reilly Media, Inc."},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.15265\/IYS-2016-s034"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.2105\/AJPH.2014.302164"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2022.104074"},{"key":"e_1_3_2_1_52_1","volume-title":"Explanation in Human-AI Systems: A Literature Meta-Review","author":"Mueller S.T.","unstructured":"Mueller, S.T. 2019. Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI. arXiv."},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2022.102941"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/RO-MAN53752.2022.9900718"},{"key":"e_1_3_2_1_55_1","unstructured":"NHS England\u202f\u00bb Involving people in their own care: https:\/\/www.england.nhs.uk\/ourwork\/patient-participation\/. Accessed: 2024-01-24."},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1177\/0018720820960865"},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"crossref","unstructured":"Pan C.H. and Statman M. 2012. Questionnaires of Risk Tolerance Regret Overconfidence and Other Investor Propensities.","DOI":"10.2139\/ssrn.1549912"},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2008.07.017"},{"key":"e_1_3_2_1_59_1","unstructured":"People + AI Guidebook: https:\/\/pair.withgoogle.com\/guidebook. Accessed: 2024-01-08."},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1138-y"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2021.102684"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1109\/TTS.2020.2992669"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2020.1741118"},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.17705\/1thci.00131"},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.n2061"},{"key":"e_1_3_2_1_66_1","volume-title":"Proceedings of the AAAI Workshop on Artificial Intelligence Safety 2019","author":"Sokol K.","year":"2019","unstructured":"Sokol, K. and Flach, P. 2019. Counterfactual explanations of machine learning predictions: 2019 AAAI Workshop on Artificial Intelligence Safety, SafeAI 2019. Proceedings of the AAAI Workshop on Artificial Intelligence Safety 2019. 2301, (Jan. 2019)."},{"key":"e_1_3_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/4180949"},{"key":"e_1_3_2_1_68_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-020-01332-6"},{"key":"e_1_3_2_1_69_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300313"},{"key":"e_1_3_2_1_70_1","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2021.1276"},{"key":"e_1_3_2_1_71_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-021-01229-5"},{"key":"e_1_3_2_1_72_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-022-01772-9"},{"key":"e_1_3_2_1_73_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8870"},{"key":"e_1_3_2_1_74_1","unstructured":"Welcome to the Artificial Intelligence Incident Database: https:\/\/incidentdatabase.ai\/. Accessed: 2024-02-06."},{"key":"e_1_3_2_1_75_1","unstructured":"What Is Conversational AI? - Alexa Skills Kit Official Site: https:\/\/developer.amazon.com\/en-US\/alexa\/alexa-skills-kit\/conversational-ai.html. Accessed: 2024-01-08."},{"key":"e_1_3_2_1_76_1","doi-asserted-by":"crossref","unstructured":"Wu W. 2020. Towards Global Explanations of Convolutional Neural Networks With Concept Attribution. (2020) 8652\u20138661.","DOI":"10.1109\/CVPR42600.2020.00868"},{"key":"e_1_3_2_1_77_1","doi-asserted-by":"publisher","DOI":"10.1080\/10447318.2022.2041900"},{"key":"e_1_3_2_1_78_1","doi-asserted-by":"publisher","DOI":"10.1108\/FS-04-2018-0034"},{"key":"e_1_3_2_1_79_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377325.3377480"},{"key":"e_1_3_2_1_80_1","volume-title":"Trust in AI Decision Support Systems. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (Hamburg Germany","author":"Yang Q.","year":"2023","unstructured":"Yang, Q. 2023. Harnessing Biomedical Literature to Calibrate Clinicians\u2019 Trust in AI Decision Support Systems. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (Hamburg Germany, Apr. 2023), 1\u201314."},{"key":"e_1_3_2_1_81_1","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376301"},{"key":"e_1_3_2_1_82_1","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.11345"},{"key":"e_1_3_2_1_83_1","doi-asserted-by":"publisher","DOI":"10.1631\/FITEE.1700053"},{"key":"e_1_3_2_1_84_1","unstructured":"Ethically Aligned Design: A Vision for Prioritizing Human Well-being with Autonomous and Intelligent Systems Version 2."}],"event":{"name":"DIS '24: Designing Interactive Systems Conference","location":"Copenhagen Denmark","acronym":"DIS '24","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Designing Interactive Systems Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3643834.3660697","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3643834.3660697","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:03:08Z","timestamp":1750291388000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3643834.3660697"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7]]},"references-count":84,"alternative-id":["10.1145\/3643834.3660697","10.1145\/3643834"],"URL":"https:\/\/doi.org\/10.1145\/3643834.3660697","relation":{},"subject":[],"published":{"date-parts":[[2024,7]]},"assertion":[{"value":"2024-07-01","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}