{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T13:09:06Z","timestamp":1776085746322,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,4,13]]},"DOI":"10.1145\/3772363.3798914","type":"proceedings-article","created":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T01:55:24Z","timestamp":1776045324000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Fear Is a Bad Gambler: Designing for Cognitive Co-Creation in AI-Mediated Social Exposure"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-2986-0794","authenticated-orcid":false,"given":"Yuhao","family":"Zhang","sequence":"first","affiliation":[{"name":"Polytechnic University of Milan, Milan, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-5567-3093","authenticated-orcid":false,"given":"Yuetong","family":"Huang","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2026,4,13]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","unstructured":"M. Ali S. Ali Q. Abbas Z. Abbas and S.\u00a0W. Lee. 2025. Artificial intelligence for mental health: A narrative review of applications challenges and future directions in digital health. Digital Health 11 (2025) 20552076251395548. 10.1177\/20552076251395548PMID: 41262770; PMCID: PMC12623648.","DOI":"10.1177\/20552076251395548"},{"key":"e_1_3_3_1_3_2","volume-title":"Cognitive Therapy and the Emotional Disorders","author":"Beck Aaron\u00a0T.","year":"1976","unstructured":"Aaron\u00a0T. Beck. 1976. Cognitive Therapy and the Emotional Disorders. International Universities Press, Oxford, England. 356 pages."},{"key":"e_1_3_3_1_4_2","volume-title":"Cognitive Behavior Therapy: Basics and beyond, 2nd Ed","author":"Beck Judith\u00a0S.","year":"2011","unstructured":"Judith\u00a0S. Beck. 2011. Cognitive Behavior Therapy: Basics and beyond, 2nd Ed. The Guilford Press, New York, NY, US. xix, 391 pages."},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","unstructured":"St\u00e9phane Bouchard St\u00e9phanie Dumoulin Genevi\u00e8ve Robillard Tanya Guitard \u00c9velyne Klinger H\u00e9l\u00e8ne Forget Claudie Loranger and Fran\u00e7ois\u00a0Xavier Roucaut. 2017. Virtual Reality Compared with in Vivo Exposure in the Treatment of Social Anxiety Disorder: A Three-Arm Randomised Controlled Trial. The British Journal of Psychiatry: The Journal of Mental Science 210 4 (April 2017) 276\u2013283. 10.1192\/bjp.bp.116.184234","DOI":"10.1192\/bjp.bp.116.184234"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","unstructured":"Pasquale Caponnetto Sergio Triscari Marilena Maglia and Maria\u00a0C. Quattropani. 2021. The Simulation Game\u2014Virtual Reality Therapy for the Treatment of Social Anxiety Disorder: A Systematic Review. International Journal of Environmental Research and Public Health 18 24 (Dec. 2021) 13209. 10.3390\/ijerph182413209","DOI":"10.3390\/ijerph182413209"},{"key":"e_1_3_3_1_7_2","volume-title":"Cognitive Therapy of Anxiety Disorders: Science and Practice","author":"Clark David\u00a0A.","year":"2010","unstructured":"David\u00a0A. Clark and Aaron\u00a0T. Beck. 2010. Cognitive Therapy of Anxiety Disorders: Science and Practice. The Guilford Press, New York, NY, US. ix, 628 pages."},{"key":"e_1_3_3_1_8_2","first-page":"69","volume-title":"Social Phobia: Diagnosis, Assessment, and Treatment","author":"Clark David\u00a0M.","year":"1995","unstructured":"David\u00a0M. Clark and Adrian Wells. 1995. A Cognitive Model of Social Phobia. In Social Phobia: Diagnosis, Assessment, and Treatment. The Guilford Press, New York, NY, US, 69\u201393."},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","unstructured":"Michelle\u00a0G. Craske Katharina Kircanski Moriel Zelikowsky Jayson Mystkowski Najwa Chowdhury and Aaron Baker. 2008. Optimizing Inhibitory Learning during Exposure Therapy. Behaviour Research and Therapy 46 1 (Jan. 2008) 5\u201327. 10.1016\/j.brat.2007.10.003","DOI":"10.1016\/j.brat.2007.10.003"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","unstructured":"Michelle\u00a0G. Craske Michael Treanor Christopher\u00a0C. Conway Tomislav Zbozinek and Bram Vervliet. 2014. Maximizing Exposure Therapy: An Inhibitory Learning Approach. Behaviour Research and Therapy 58 (July 2014) 10\u201323. 10.1016\/j.brat.2014.04.006","DOI":"10.1016\/j.brat.2014.04.006"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","unstructured":"Kim de Jong Judith\u00a0M. Conijn Roisin A.\u00a0V. Gallagher Alexandra\u00a0S. Reshetnikova Marya Heij and Miranda\u00a0C. Lutz. 2021. Using Progress Feedback to Improve Outcomes and Reduce Drop-out Treatment Duration and Deterioration: A Multilevel Meta-Analysis. Clinical Psychology Review 85 (April 2021) 102002. 10.1016\/j.cpr.2021.102002","DOI":"10.1016\/j.cpr.2021.102002"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3441000.3441037"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","unstructured":"Edna\u00a0B. Foa and Michael\u00a0J. Kozak. 1986. Emotional Processing of Fear: Exposure to Corrective Information. Psychological Bulletin 99 1 (1986) 20\u201335. 10.1037\/0033-2909.99.1.20","DOI":"10.1037\/0033-2909.99.1.20"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","unstructured":"Stefan\u00a0G. Hofmann. 2007. Cognitive Factors That Maintain Social Anxiety Disorder: A Comprehensive Model and Its Treatment Implications. Cognitive behaviour therapy 36 4 (2007) 193\u2013209. 10.1080\/16506070701421313","DOI":"10.1080\/16506070701421313"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","unstructured":"Tim Kendall. 2019. Outcomes Help Map out Evidence in an Uncertain Terrain but They Are Relative. World Psychiatry 18 3 (2019) 293\u2013295. 10.1002\/wps.20668","DOI":"10.1002\/wps.20668"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","unstructured":"Emily\u00a0G Lattie Elizabeth\u00a0C Adkins Nathan Winquist Colleen Stiles-Shields Q\u00a0Eileen Wafford and Andrea\u00a0K Graham. 2019. Digital Mental Health Interventions for Depression Anxiety and Enhancement of Psychological Well-Being Among College Students: Systematic Review. Journal of Medical Internet Research 21 7 (July 2019) e12869. 10.2196\/12869","DOI":"10.2196\/12869"},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","unstructured":"Eleanor Leigh and David\u00a0M. Clark. 2018. Understanding Social Anxiety Disorder in Adolescents and Improving Treatment Outcomes: Applying the Cognitive Model of Clark and Wells (1995). Clinical Child and Family Psychology Review 21 3 (2018) 388\u2013414. 10.1007\/s10567-018-0258-5","DOI":"10.1007\/s10567-018-0258-5"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613905.3650822"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706599.3706651"},{"key":"e_1_3_3_1_20_2","doi-asserted-by":"publisher","unstructured":"Daniel\u00a0M. Low Kate\u00a0H. Bentley and Satrajit\u00a0S. Ghosh. 2020. Automated Assessment of Psychiatric Disorders Using Speech: A Systematic Review. Laryngoscope Investigative Otolaryngology 5 1 (Feb. 2020) 96\u2013116. 10.1002\/lio2.354","DOI":"10.1002\/lio2.354"},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","unstructured":"Yingyue\u00a0Luna Luan Yeun\u00a0Joon Kim and Jing Zhou. 2025. Augmented Learning for Joint Creativity in Human-GenAI Co-Creation. Information Systems Research (2025). 10.1287\/isre.2024.0984Advance online publication.","DOI":"10.1287\/isre.2024.0984"},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","unstructured":"Jingbo Meng Renwen Zhang Jiaqi Qin Yu-Jen Lee and Yi-Chieh Lee. 2025. AI-mediated Social Support: The Prospect of Human\u2013AI Collaboration. Journal of Computer-Mediated Communication 30 4 (July 2025) zmaf013. 10.1093\/jcmc\/zmaf013","DOI":"10.1093\/jcmc\/zmaf013"},{"key":"e_1_3_3_1_23_2","doi-asserted-by":"publisher","unstructured":"Douglas\u00a0S. Mennin David\u00a0M. Fresco Richard\u00a0G. Heimberg Franklin\u00a0R. Schneier Sharon\u00a0O. Davies and Michael\u00a0R. Liebowitz. 2002. Screening for Social Anxiety Disorder in the Clinical Setting: Using the Liebowitz Social Anxiety Scale. Journal of Anxiety Disorders 16 6 (2002) 661\u2013673. 10.1016\/s0887-6185(02)00134-2","DOI":"10.1016\/s0887-6185(02)00134-2"},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"publisher","unstructured":"David\u00a0C. Mohr Mi Zhang and Stephen\u00a0M. Schueller. 2017. Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning. Annual Review of Clinical Psychology 13 (May 2017) 23\u201347. 10.1146\/annurev-clinpsy-032816-044949","DOI":"10.1146\/annurev-clinpsy-032816-044949"},{"key":"e_1_3_3_1_25_2","doi-asserted-by":"publisher","unstructured":"Michael Moutoussis Benjam\u00edn Garz\u00f3n Sharon Neufeld Dominik\u00a0R. Bach Francesco Rigoli Ian Goodyer Edward Bullmore Peter Fonagy Peter Jones Tobias Hauser Rafael Romero-Garcia Michelle St\u00a0Clair Petra V\u00e9rtes Kirstie Whitaker Becky Inkster Gita Prabhu Cinly Ooi Umar Toseeb Barry Widmer Junaid Bhatti Laura Villis Ayesha Alrumaithi Sarah Birt Aislinn Bowler Kalia Cleridou Hina Dadabhoy Emma Davies Ashlyn Firkins Sian Granville Elizabeth Harding Alexandra Hopkins Daniel Isaacs Janchai King Danae Kokorikou Christina Maurice Cleo McIntosh Jessica Memarzia Harriet Mills Ciara O\u2019Donnell Sara Pantaleone Jenny Scott Pasco Fearon John Suckling Anne-Laura van Harmelen Rogier Kievit Marc Guitart-Masip and Raymond\u00a0J. Dolan. 2021. Decision-Making Ability Psychopathology and Brain Connectivity. Neuron 109 12 (June 2021) 2025\u20132040.e7. 10.1016\/j.neuron.2021.04.019","DOI":"10.1016\/j.neuron.2021.04.019"},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"publisher","unstructured":"Heather\u00a0L. O\u2019Brien Paul Cairns and Mark Hall. 2018. A Practical Approach to Measuring User Engagement with the Refined User Engagement Scale (UES) and New UES Short Form. International Journal of Human-Computer Studies 112 (April 2018) 28\u201339. 10.1016\/j.ijhcs.2018.01.004","DOI":"10.1016\/j.ijhcs.2018.01.004"},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3713726"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"publisher","unstructured":"Alec Radford Jong\u00a0Wook Kim Tao Xu Greg Brockman Christine McLeavey and Ilya Sutskever. 2022. Robust Speech Recognition via Large-Scale Weak Supervision. arxiv:https:\/\/arXiv.org\/abs\/2212.04356\u00a0[eess] 10.48550\/arXiv.2212.04356","DOI":"10.48550\/arXiv.2212.04356"},{"key":"e_1_3_3_1_29_2","doi-asserted-by":"publisher","unstructured":"Jeremy\u00a0T. Schwob and Michelle\u00a0G. Newman. 2023. Brief Imaginal Exposure Exercises for Social Anxiety Disorder: A Randomized Controlled Trial of a Self-Help Momentary Intervention App. Journal of Anxiety Disorders 98 (Aug. 2023) 102749. 10.1016\/j.janxdis.2023.102749","DOI":"10.1016\/j.janxdis.2023.102749"},{"key":"e_1_3_3_1_30_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290607.3312766"},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"publisher","unstructured":"Zihan Yan Yaohong Xiang and Yun Huang. 2024. Social Life Simulation for Non-Cognitive Skills Learning. arxiv:https:\/\/arXiv.org\/abs\/2405.00273\u00a0[cs] 10.48550\/arXiv.2405.00273","DOI":"10.48550\/arXiv.2405.00273"},{"key":"e_1_3_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3585888"},{"key":"e_1_3_3_1_33_2","doi-asserted-by":"publisher","unstructured":"Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu Yonghao Zhuang Zi Lin Zhuohan Li Dacheng Li Eric\u00a0P. Xing Hao Zhang Joseph\u00a0E. Gonzalez and Ion Stoica. 2023. Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena. arxiv:https:\/\/arXiv.org\/abs\/2306.05685\u00a0[cs] 10.48550\/arXiv.2306.05685","DOI":"10.48550\/arXiv.2306.05685"}],"event":{"name":"CHI EA '26: Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems","location":"Barcelona , Spain","acronym":"CHI EA '26","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3772363.3798914","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T12:34:55Z","timestamp":1776083695000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3772363.3798914"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,13]]},"references-count":32,"alternative-id":["10.1145\/3772363.3798914","10.1145\/3772363"],"URL":"https:\/\/doi.org\/10.1145\/3772363.3798914","relation":{},"subject":[],"published":{"date-parts":[[2026,4,13]]},"assertion":[{"value":"2026-04-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}