{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T07:02:57Z","timestamp":1781334177295,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":124,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,5,11]],"date-time":"2024-05-11T00:00:00Z","timestamp":1715385600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/https:\/\/doi.org\/10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["R35HL144804"],"award-info":[{"award-number":["R35HL144804"]}],"id":[{"id":"10.13039\/https:\/\/doi.org\/10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/https:\/\/doi.org\/10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2007501"],"award-info":[{"award-number":["2007501"]}],"id":[{"id":"10.13039\/https:\/\/doi.org\/10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,5,11]]},"DOI":"10.1145\/3613904.3641982","type":"proceedings-article","created":{"date-parts":[[2024,5,11]],"date-time":"2024-05-11T08:39:12Z","timestamp":1715416752000},"page":"1-15","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":15,"title":["Investigating Why Clinicians Deviate from Standards of Care: Liberating Patients from Mechanical Ventilation in the ICU"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0209-3872","authenticated-orcid":false,"given":"Nur","family":"Yildirim","sequence":"first","affiliation":[{"name":"HCI Institute, Carnegie Mellon University, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-1392-4434","authenticated-orcid":false,"given":"Susanna","family":"Zlotnikov","sequence":"additional","affiliation":[{"name":"Integrated Innovation Institute, Carnegie Mellon University, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-7694-7611","authenticated-orcid":false,"given":"Aradhana","family":"Venkat","sequence":"additional","affiliation":[{"name":"HCI Institute, Carnegie Mellon University, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-1795-275X","authenticated-orcid":false,"given":"Gursimran","family":"Chawla","sequence":"additional","affiliation":[{"name":"HCI Institute, Carnegie Mellon University, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3465-8331","authenticated-orcid":false,"given":"Jennifer","family":"Kim","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7889-3062","authenticated-orcid":false,"given":"Leigh A.","family":"Bukowski","sequence":"additional","affiliation":[{"name":"Department of Critical Care Medicine, University of Pittsburgh School of Medicine, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9688-5576","authenticated-orcid":false,"given":"Jeremy M.","family":"Kahn","sequence":"additional","affiliation":[{"name":"Department of Critical Care Medicine, University of Pittsburgh, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4231-4142","authenticated-orcid":false,"given":"James","family":"Mccann","sequence":"additional","affiliation":[{"name":"Robotics Institute, Carnegie Mellon University, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5299-8157","authenticated-orcid":false,"given":"John","family":"Zimmerman","sequence":"additional","affiliation":[{"name":"HCI Institute, Carnegie Mellon University, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,5,11]]},"reference":[{"key":"e_1_3_3_2_1_1","volume-title":"Approach to machine learning for extraction of real-world data variables from electronic health records. Frontiers in Pharmacology 14","author":"Adamson Blythe","year":"2023","unstructured":"Blythe Adamson, Michael Waskom, Auriane Blarre, Jonathan Kelly, Konstantin Krismer, Sheila Nemeth, James Gippetti, John Ritten, Katherine Harrison, George Ho, 2023. Approach to machine learning for extraction of real-world data variables from electronic health records. Frontiers in Pharmacology 14 (2023)."},{"key":"e_1_3_3_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702320"},{"key":"e_1_3_3_2_3_1","doi-asserted-by":"crossref","unstructured":"Tariq\u00a0Osman Andersen Francisco Nunes Lauren Wilcox Enrico Coiera and Yvonne Rogers. 2023. Introduction to the Special Issue on Human-Centred AI in Healthcare: Challenges Appearing in the Wild. 11\u00a0pages.","DOI":"10.1145\/3589961"},{"key":"e_1_3_3_2_4_1","volume-title":"Clinical impact of an electronic dashboard and alert system for sedation minimization and ventilator liberation: a before-after study. Critical care explorations 1, 10","author":"Anderson J","year":"2019","unstructured":"Brian\u00a0J Anderson, David Do, Corey Chivers, Katherine Choi, Yevgeniy Gitelman, Shivan\u00a0J Mehta, Venkat Panchandam, Steve Gudowski, Margie Pierce, Maurizio Cereda, 2019. Clinical impact of an electronic dashboard and alert system for sedation minimization and ventilator liberation: a before-after study. Critical care explorations 1, 10 (2019)."},{"key":"e_1_3_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.1111\/wvn.12493"},{"key":"e_1_3_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008748724225"},{"key":"e_1_3_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1718918.1718977"},{"key":"e_1_3_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1180875.1180892"},{"key":"e_1_3_3_2_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10606-017-9298-5"},{"key":"e_1_3_3_2_10_1","doi-asserted-by":"crossref","unstructured":"David\u00a0W Bates. 2010. Getting in step: electronic health records and their role in care coordination. 174\u2013176\u00a0pages.","DOI":"10.1007\/s11606-010-1252-x"},{"key":"e_1_3_3_2_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2019.07.019"},{"key":"e_1_3_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa2004500"},{"key":"e_1_3_3_2_13_1","volume-title":"Service blueprinting: a practical technique for service innovation. California management review 50, 3","author":"Bitner Mary\u00a0Jo","year":"2008","unstructured":"Mary\u00a0Jo Bitner, Amy\u00a0L Ostrom, and Felicia\u00a0N Morgan. 2008. Service blueprinting: a practical technique for service innovation. California management review 50, 3 (2008), 66\u201394."},{"key":"e_1_3_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10606-010-9126-7"},{"key":"e_1_3_3_2_15_1","volume-title":"Protocolized versus non-protocolized weaning for reducing the duration of mechanical ventilation in critically ill adult patients. Cochrane database of systematic reviews11","author":"Blackwood Bronagh","year":"2014","unstructured":"Bronagh Blackwood, Karen\u00a0EA Burns, Chris\u00a0R Cardwell, and Peter O\u2019Halloran. 2014. Protocolized versus non-protocolized weaning for reducing the duration of mechanical ventilation in critically ill adult patients. Cochrane database of systematic reviews11 (2014)."},{"key":"e_1_3_3_2_16_1","doi-asserted-by":"publisher","DOI":"10.1197\/j.aem.2007.06.017"},{"key":"e_1_3_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.1086\/498119"},{"key":"e_1_3_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.4037\/ajcc2017544"},{"key":"e_1_3_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3196709.3196769"},{"key":"e_1_3_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcrc.2019.02.028"},{"key":"e_1_3_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/587078.587104"},{"key":"e_1_3_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3569892"},{"key":"e_1_3_3_2_23_1","volume-title":"Using thematic analysis in psychology. Qualitative research in psychology 3, 2","author":"Braun Virginia","year":"2006","unstructured":"Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative research in psychology 3, 2 (2006), 77\u2013101."},{"key":"e_1_3_3_2_24_1","doi-asserted-by":"publisher","DOI":"10.1097\/NUR.0b013e31823bfae8"},{"key":"e_1_3_3_2_25_1","doi-asserted-by":"publisher","DOI":"10.1177\/0148607110361904"},{"key":"e_1_3_3_2_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3359206"},{"key":"e_1_3_3_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411763.3443435"},{"key":"e_1_3_3_2_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2016.06.019"},{"key":"e_1_3_3_2_29_1","volume-title":"NI 2012: 11th International Congress on Nursing Informatics","author":"Collins A","year":"2012","unstructured":"Sarah\u00a0A Collins, Matthew Fred, Lauren Wilcox, and David\u00a0K Vawdrey. 2012. Workarounds used by nurses to overcome design constraints of electronic health records. In NI 2012: 11th International Congress on Nursing Informatics, June 23-27, 2012, Montreal, Canada., Vol.\u00a02012. American Medical Informatics Association."},{"key":"e_1_3_3_2_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcrc.2017.09.180"},{"key":"e_1_3_3_2_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chest.2017.03.054"},{"key":"e_1_3_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2022.104107"},{"key":"e_1_3_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10606-012-9168-0"},{"key":"e_1_3_3_2_34_1","doi-asserted-by":"crossref","unstructured":"Phillip\u00a0J Gary Yue Dong and Alexander\u00a0S Niven. 2021. Addressing the Elephant in the Intensive Care Unit: The Role of Interprofessional Education. 293\u2013296\u00a0pages.","DOI":"10.34197\/ats-scholar.2021-0100ED"},{"key":"e_1_3_3_2_35_1","volume-title":"Less is More","author":"Gattinoni Luciano","year":"2020","unstructured":"Luciano Gattinoni, Michael Quintel, and John\u00a0J Marini. 2020. \u201cLess is More\u201d in mechanical ventilation. Intensive care medicine 46 (2020), 780\u2013782."},{"key":"e_1_3_3_2_36_1","volume-title":"Framing Machine Learning Opportunities for Hypotension Prediction in Perioperative Care: A Socio-Technical Perspective. ACM Transactions on Computer-Human Interaction","author":"Ghosh Pratik","year":"2023","unstructured":"Pratik Ghosh, Karen\u00a0L Posner, Stephanie\u00a0L Hyland, Wil Van\u00a0Cleve, Melissa Bristow, Dustin\u00a0R Long, Konstantina Palla, Bala Nair, Christine Fong, Ronald Pauldine, 2023. Framing Machine Learning Opportunities for Hypotension Prediction in Perioperative Care: A Socio-Technical Perspective. ACM Transactions on Computer-Human Interaction (2023)."},{"key":"e_1_3_3_2_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(08)60105-1"},{"key":"e_1_3_3_2_38_1","volume-title":"It\u2019s time for a new kind of electronic health record. Harvard Business Review","author":"Glaser John","year":"2020","unstructured":"John Glaser. 2020. It\u2019s time for a new kind of electronic health record. Harvard Business Review (2020)."},{"key":"e_1_3_3_2_39_1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2020.5394"},{"key":"e_1_3_3_2_40_1","doi-asserted-by":"publisher","DOI":"10.1136\/qshc.2006.021709"},{"key":"e_1_3_3_2_41_1","volume-title":"Human\u2013machine teaming is key to AI adoption: clinicians","author":"Henry E","year":"2022","unstructured":"Katharine\u00a0E Henry, Rachel Kornfield, Anirudh Sridharan, Robert\u00a0C Linton, Catherine Groh, Tony Wang, Albert Wu, Bilge Mutlu, and Suchi Saria. 2022. Human\u2013machine teaming is key to AI adoption: clinicians\u2019 experiences with a deployed machine learning system. NPJ digital medicine 5, 1 (2022), 97."},{"key":"e_1_3_3_2_42_1","volume-title":"Mechanical ventilation","author":"Hickey M","year":"2020","unstructured":"Sean\u00a0M Hickey and Al\u00a0O Giwa. 2020. Mechanical ventilation. Treasure Island (FL): StatPearls Publishing (2020)."},{"key":"e_1_3_3_2_43_1","volume-title":"Randomized trial of automated, electronic monitoring to facilitate early detection of sepsis in the intensive care unit. Critical care medicine 40, 7","author":"Hooper H","year":"2012","unstructured":"Michael\u00a0H Hooper, Lisa Weavind, Arthur\u00a0P Wheeler, Jason\u00a0B Martin, Supriya\u00a0Srinivasa Gowda, Matthew\u00a0W Semler, Rachel\u00a0M Hayes, Daniel\u00a0W Albert, Norment\u00a0B Deane, Hui Nian, 2012. Randomized trial of automated, electronic monitoring to facilitate early detection of sepsis in the intensive care unit. Critical care medicine 40, 7 (2012), 2096."},{"key":"e_1_3_3_2_44_1","volume-title":"Designing data: Proactive data collection and iteration for machine learning. arXiv preprint arXiv:2301.10319","author":"Hopkins Aspen","year":"2023","unstructured":"Aspen Hopkins, Fred Hohman, Luca Zappella, Xavier\u00a0Suau Cuadros, and Dominik Moritz. 2023. Designing data: Proactive data collection and iteration for machine learning. arXiv preprint arXiv:2301.10319 (2023)."},{"key":"e_1_3_3_2_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-015-7372-6"},{"key":"e_1_3_3_2_46_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13613-023-01159-0"},{"key":"e_1_3_3_2_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445385"},{"key":"e_1_3_3_2_48_1","volume-title":"Available online at: https:\/\/physionet. org\/content\/mimiciv\/1.0\/(accessed","author":"Johnson Alistair","year":"2021","unstructured":"Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo\u00a0Anthony Celi, and Roger Mark. 2020. Mimic-iv. PhysioNet. Available online at: https:\/\/physionet. org\/content\/mimiciv\/1.0\/(accessed August 23, 2021) (2020)."},{"key":"e_1_3_3_2_49_1","doi-asserted-by":"publisher","DOI":"10.1055\/s-0038-1676587"},{"key":"e_1_3_3_2_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357236.3395436"},{"key":"e_1_3_3_2_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/2110363.2110451"},{"key":"e_1_3_3_2_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/240080.240346"},{"key":"e_1_3_3_2_53_1","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.201502-0314CP"},{"key":"e_1_3_3_2_54_1","volume-title":"Reasons for physicians not adopting clinical decision support systems: critical analysis. JMIR medical informatics 6, 2","author":"Khairat Saif","year":"2018","unstructured":"Saif Khairat, David Marc, William Crosby, Ali Al\u00a0Sanousi, 2018. Reasons for physicians not adopting clinical decision support systems: critical analysis. JMIR medical informatics 6, 2 (2018), e8912."},{"key":"e_1_3_3_2_55_1","volume-title":"Effectiveness of Implementing a Wake up and Breathe Program on Sedation and Delirium in the Intensive Care Unit. Critical care medicine 42, 12","author":"Khan A","year":"2014","unstructured":"Babar\u00a0A Khan, William\u00a0F Fadel, Jason\u00a0L Tricker, W\u00a0Graham Carlos, Mark\u00a0O Farber, Siu\u00a0L Hui, Noll\u00a0L Campbell, E\u00a0Wesley Ely, and Malaz\u00a0A Boustani. 2014. Effectiveness of Implementing a Wake up and Breathe Program on Sedation and Delirium in the Intensive Care Unit. Critical care medicine 42, 12 (2014), e791."},{"key":"e_1_3_3_2_56_1","doi-asserted-by":"publisher","DOI":"10.1177\/0885066612444255"},{"key":"e_1_3_3_2_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2023.104483"},{"key":"e_1_3_3_2_58_1","volume-title":"Current sepsis mandates are overly prescriptive, and some aspects may be harmful. Critical care medicine 48, 6","author":"Klompas Michael","year":"2020","unstructured":"Michael Klompas and Chanu Rhee. 2020. Current sepsis mandates are overly prescriptive, and some aspects may be harmful. Critical care medicine 48, 6 (2020), 890\u2013893."},{"key":"e_1_3_3_2_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300777"},{"key":"e_1_3_3_2_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/3064663.3064715"},{"key":"e_1_3_3_2_61_1","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675279"},{"key":"e_1_3_3_2_62_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMsr2214184"},{"key":"e_1_3_3_2_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/2145204.2145334"},{"key":"e_1_3_3_2_64_1","doi-asserted-by":"publisher","DOI":"10.2196\/18803"},{"key":"e_1_3_3_2_65_1","doi-asserted-by":"crossref","unstructured":"Aaron\u00a0R Lyon Sean\u00a0A Munson Brenna\u00a0N Renn David\u00a0C Atkins Michael\u00a0D Pullmann Emily Friedman and Patricia\u00a0A Are\u00e1n. 2019. Use of human-centered design to improve implementation of evidence-based psychotherapies in low-resource communities: protocol for studies applying a framework to assess usability. JMIR research protocols 8 10 (2019) e14990.","DOI":"10.2196\/14990"},{"key":"e_1_3_3_2_66_1","volume-title":"Universal methods of design: 100 ways to research complex problems. Develop Innovative Ideas, and Design Effective Solutions","author":"Martin Bella","year":"2012","unstructured":"Bella Martin, Bruce Hanington, and Bruce\u00a0M Hanington. 2012. Universal methods of design: 100 ways to research complex problems. Develop Innovative Ideas, and Design Effective Solutions (2012), 12\u201313."},{"key":"e_1_3_3_2_67_1","doi-asserted-by":"publisher","DOI":"10.1145\/3461778.3462051"},{"key":"e_1_3_3_2_68_1","doi-asserted-by":"publisher","DOI":"10.1145\/3563657.3595979"},{"key":"e_1_3_3_2_69_1","volume-title":"Diverse attitudes to and understandings of Spontaneous Awakening Trials (SAT): results from a statewide quality improvement collaborative. Critical care medicine 41, 8","author":"Miller A","year":"2013","unstructured":"Melissa\u00a0A Miller, Sarah\u00a0L Krein, Christine\u00a0T George, Sam\u00a0R Watson, Robert\u00a0C Hyzy, and Theodore\u00a0J Iwashyna. 2013. Diverse attitudes to and understandings of Spontaneous Awakening Trials (SAT): results from a statewide quality improvement collaborative. Critical care medicine 41, 8 (2013), 1976."},{"key":"e_1_3_3_2_70_1","volume-title":"delirium and mechanical ventilation: the \u2018ABCDE\u2019approach. Current opinion in critical care 17, 1","author":"Morandi Alessandro","year":"2011","unstructured":"Alessandro Morandi, Nathan\u00a0E Brummel, and E\u00a0Wesley Ely. 2011. Sedation, delirium and mechanical ventilation: the \u2018ABCDE\u2019approach. Current opinion in critical care 17, 1 (2011), 43\u201349."},{"key":"e_1_3_3_2_71_1","volume-title":"An interpretable machine learning model for accurate prediction of sepsis in the ICU. Critical care medicine 46, 4","author":"Nemati Shamim","year":"2018","unstructured":"Shamim Nemati, Andre Holder, Fereshteh Razmi, Matthew\u00a0D Stanley, Gari\u00a0D Clifford, and Timothy\u00a0G Buchman. 2018. An interpretable machine learning model for accurate prediction of sepsis in the ICU. Critical care medicine 46, 4 (2018), 547."},{"key":"e_1_3_3_2_72_1","volume-title":"Breaking up data-enabled design: expanding and scaling up for the clinical context. AI EDAM 36","author":"Noortman Renee","year":"2022","unstructured":"Renee Noortman, Peter Lovei, Mathias Funk, Eva Deckers, Stephan Wensveen, and Berry Eggen. 2022. Breaking up data-enabled design: expanding and scaling up for the clinical context. AI EDAM 36 (2022)."},{"key":"e_1_3_3_2_73_1","volume-title":"Capabilities of GPT-4 on medical challenge problems. arXiv. Preprint posted online March 20","author":"Nori H","year":"2023","unstructured":"H Nori, N King, SM McKinney, D Carignan, and E Horvitz. 2023. Capabilities of GPT-4 on medical challenge problems. arXiv. Preprint posted online March 20 (2023)."},{"key":"e_1_3_3_2_74_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411763.3441347"},{"key":"e_1_3_3_2_75_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11606-009-1195-2"},{"key":"e_1_3_3_2_76_1","doi-asserted-by":"publisher","DOI":"10.1145\/3311957.3359433"},{"key":"e_1_3_3_2_77_1","doi-asserted-by":"publisher","DOI":"10.1145\/1718918.1718976"},{"key":"e_1_3_3_2_78_1","volume-title":"Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. NPJ digital medicine 4, 1","author":"Peine Arne","year":"2021","unstructured":"Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla\u00a0Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, 2021. Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. NPJ digital medicine 4, 1 (2021), 32."},{"key":"e_1_3_3_2_79_1","volume-title":"Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing. 283\u2013294","author":"Pine H","year":"2014","unstructured":"Kathleen\u00a0H Pine and Melissa Mazmanian. 2014. Institutional logics of the EMR and the problem of\u2019perfect\u2019but inaccurate accounts. In Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing. 283\u2013294."},{"key":"e_1_3_3_2_80_1","doi-asserted-by":"publisher","DOI":"10.1145\/3279778.3279804"},{"key":"e_1_3_3_2_81_1","doi-asserted-by":"publisher","DOI":"10.1145\/587078.587126"},{"key":"e_1_3_3_2_82_1","volume-title":"Sociotechnical requirements analysis for clinical systems. Methods of information in medicine 42, 04","author":"Reddy Madhu","year":"2003","unstructured":"Madhu Reddy, Wanda Pratt, Paul Dourish, and MM Shabot. 2003. Sociotechnical requirements analysis for clinical systems. Methods of information in medicine 42, 04 (2003), 437\u2013444."},{"key":"e_1_3_3_2_83_1","volume-title":"ECSCW 2001: Proceedings of the Seventh European Conference on Computer Supported Cooperative Work 16\u201320","author":"Reddy C","year":"2001","unstructured":"Madhu\u00a0C Reddy, Paul Dourish, and Wanda Pratt. 2001. Coordinating heterogeneous work: Information and representation in medical care. In ECSCW 2001: Proceedings of the Seventh European Conference on Computer Supported Cooperative Work 16\u201320 September 2001, Bonn, Germany. Springer, 239\u2013258."},{"key":"e_1_3_3_2_84_1","volume-title":"Temporality in medical work: Time also matters. Computer Supported cooperative work 15, 1","author":"Reddy C","year":"2006","unstructured":"Madhu\u00a0C Reddy, Paul Dourish, and Wanda Pratt. 2006. Temporality in medical work: Time also matters. Computer Supported cooperative work 15, 1 (2006), 29\u201353."},{"key":"e_1_3_3_2_85_1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2020.6775"},{"key":"e_1_3_3_2_86_1","volume-title":"An historical reflection of awareness in collaboration. Awareness systems: Advances in theory, methodology and design","author":"Rittenbruch Markus","year":"2009","unstructured":"Markus Rittenbruch and Gregor McEwan. 2009. An historical reflection of awareness in collaboration. Awareness systems: Advances in theory, methodology and design (2009), 3\u201348."},{"key":"e_1_3_3_2_87_1","volume-title":"What If I Don\u2019t Like Any Of The Choices? The Limits of Preference Elicitation for Participatory Algorithm Design. arXiv preprint arXiv:2007.06718","author":"Robertson Samantha","year":"2020","unstructured":"Samantha Robertson and Niloufar Salehi. 2020. What If I Don\u2019t Like Any Of The Choices? The Limits of Preference Elicitation for Participatory Algorithm Design. arXiv preprint arXiv:2007.06718 (2020)."},{"key":"e_1_3_3_2_88_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcrc.2005.08.007"},{"key":"e_1_3_3_2_89_1","doi-asserted-by":"publisher","DOI":"10.1145\/3461778.3462058"},{"key":"e_1_3_3_2_90_1","doi-asserted-by":"publisher","DOI":"10.1145\/1958824.1958896"},{"key":"e_1_3_3_2_91_1","doi-asserted-by":"publisher","DOI":"10.1136\/ebm.12.1.4"},{"key":"e_1_3_3_2_92_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753593"},{"key":"e_1_3_3_2_93_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1553-7250(16)42081-7"},{"key":"e_1_3_3_2_94_1","unstructured":"Julia Simkus. 2023. Snowball sampling method: Definition Techniques & Examples. https:\/\/www.simplypsychology.org\/snowball-sampling.html"},{"key":"e_1_3_3_2_95_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581075"},{"key":"e_1_3_3_2_96_1","doi-asserted-by":"publisher","DOI":"10.1145\/3563657.3596018"},{"key":"e_1_3_3_2_97_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858553"},{"key":"e_1_3_3_2_98_1","doi-asserted-by":"publisher","DOI":"10.1177\/1460458209345901"},{"key":"e_1_3_3_2_99_1","doi-asserted-by":"publisher","DOI":"10.1177\/0885066610387988"},{"key":"e_1_3_3_2_100_1","volume-title":"Clinical intervention prediction and understanding using deep networks. arXiv preprint arXiv:1705.08498","author":"Suresh Harini","year":"2017","unstructured":"Harini Suresh, Nathan Hunt, Alistair Johnson, Leo\u00a0Anthony Celi, Peter Szolovits, and Marzyeh Ghassemi. 2017. Clinical intervention prediction and understanding using deep networks. arXiv preprint arXiv:1705.08498 (2017)."},{"key":"e_1_3_3_2_101_1","doi-asserted-by":"publisher","DOI":"10.1145\/1240624.1240661"},{"key":"e_1_3_3_2_102_1","doi-asserted-by":"publisher","DOI":"10.1145\/3398069"},{"key":"e_1_3_3_2_103_1","doi-asserted-by":"publisher","DOI":"10.1145\/3564752"},{"key":"e_1_3_3_2_104_1","volume-title":"Risks & Strategies Forward. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. 1\u20134.","author":"Thieme Anja","year":"2023","unstructured":"Anja Thieme, Aditya Nori, Marzyeh Ghassemi, Rishi Bommasani, Tariq\u00a0Osman Andersen, and Ewa Luger. 2023. Foundation Models in Healthcare: Opportunities, Risks & Strategies Forward. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. 1\u20134."},{"key":"e_1_3_3_2_105_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13054-021-03802-3"},{"key":"e_1_3_3_2_106_1","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2022.830345"},{"key":"e_1_3_3_2_107_1","doi-asserted-by":"publisher","DOI":"10.1111\/jep.12778"},{"key":"e_1_3_3_2_108_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753609"},{"key":"e_1_3_3_2_109_1","unstructured":"Heather Willden. [n. d.]. Best Practices: Unplanned Extubations. ([n. d.])."},{"key":"e_1_3_3_2_110_1","volume-title":"electronic alerts for acute kidney injury: a single-blind, parallel-group, randomised controlled trial. The Lancet 385, 9981","author":"Wilson F\u00a0Perry","year":"2015","unstructured":"F\u00a0Perry Wilson, Michael Shashaty, Jeffrey Testani, Iram Aqeel, Yuliya Borovskiy, Susan\u00a0S Ellenberg, Harold\u00a0I Feldman, Hilda Fernandez, Yevgeniy Gitelman, Jennie Lin, 2015. Automated, electronic alerts for acute kidney injury: a single-blind, parallel-group, randomised controlled trial. The Lancet 385, 9981 (2015), 1966\u20131974."},{"key":"e_1_3_3_2_111_1","volume-title":"The epidemiology of mechanical ventilation use in the United States. Critical care medicine 38, 10","author":"Wunsch Hannah","year":"2010","unstructured":"Hannah Wunsch, Walter\u00a0T Linde-Zwirble, Derek\u00a0C Angus, Mary\u00a0E Hartman, Eric\u00a0B Milbrandt, and Jeremy\u00a0M Kahn. 2010. The epidemiology of mechanical ventilation use in the United States. Critical care medicine 38, 10 (2010), 1947\u20131953."},{"key":"e_1_3_3_2_112_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.annemergmed.2007.03.027"},{"key":"e_1_3_3_2_113_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300468"},{"key":"e_1_3_3_2_114_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858373"},{"key":"e_1_3_3_2_115_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517491"},{"key":"e_1_3_3_2_116_1","doi-asserted-by":"publisher","DOI":"10.1145\/3563657.3596058"},{"key":"e_1_3_3_2_117_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580900"},{"key":"e_1_3_3_2_118_1","volume-title":"Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology. arxiv:2402.14252\u00a0[cs.HC]","author":"Yildirim Nur","year":"2024","unstructured":"Nur Yildirim, Hannah Richardson, Maria\u00a0T. Wetscherek, Junaid Bajwa, Joseph Jacob, Mark\u00a0A. Pinnock, Stephen Harris, Daniel\u00a0Coelho de Castro, Shruthi Bannur, Stephanie\u00a0L. Hyland, Pratik Ghosh, Mercy Ranjit, Kenza Bouzid, Anton Schwaighofer, Fernando P\u00e9rez-Garc\u00eda, Harshita Sharma, Ozan Oktay, Matthew Lungren, Javier Alvarez-Valle, Aditya Nori, and Anja Thieme. 2024. Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology. arxiv:2402.14252\u00a0[cs.HC]"},{"key":"e_1_3_3_2_119_1","unstructured":"Nur Yildirim John Zimmerman and Sarah Preum. 2021. Technical Feasibility Financial Viability and Clinician Acceptance: On the Many Challenges to AI in Clinical Practice.. In HUMAN@ AAAI Fall Symposium."},{"key":"e_1_3_3_2_120_1","doi-asserted-by":"crossref","unstructured":"Nur Yildirim Susanna Zlotnikov Deniz Sayar Jeremy\u00a0M. Kahn Leigh\u00a0A. Bukowski Sher\u00a0Shah Amin Kathryn\u00a0A. Riman Billie\u00a0S. Davis John\u00a0S. Minturn Andrew\u00a0J. King Dan Ricketts Lu Tang Venkatesh Sivaraman Adam Perer Sarah\u00a0M. Preum James McCann and John Zimmerman. 2024. Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit. arxiv:2402.13437\u00a0[cs.HC]","DOI":"10.1145\/3613904.3641896"},{"key":"e_1_3_3_2_121_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13054-020-03379-3"},{"key":"e_1_3_3_2_122_1","doi-asserted-by":"publisher","DOI":"10.1145\/3600211.3604766"},{"key":"e_1_3_3_2_123_1","doi-asserted-by":"publisher","DOI":"10.1145\/3582430"},{"key":"e_1_3_3_2_124_1","volume-title":"Development and validation of a machine-learning model for prediction of extubation failure in intensive care units. Frontiers in medicine 8","author":"Zhao Qin-Yu","year":"2021","unstructured":"Qin-Yu Zhao, Huan Wang, Jing-Chao Luo, Ming-Hao Luo, Le-Ping Liu, Shen-Ji Yu, Kai Liu, Yi-Jie Zhang, Peng Sun, Guo-Wei Tu, 2021. Development and validation of a machine-learning model for prediction of extubation failure in intensive care units. Frontiers in medicine 8 (2021), 676343."}],"event":{"name":"CHI '24: CHI Conference on Human Factors in Computing Systems","location":"Honolulu HI USA","acronym":"CHI '24","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGACCESS ACM Special Interest Group on Accessible Computing"]},"container-title":["Proceedings of the CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3613904.3641982","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3613904.3641982","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T23:57:29Z","timestamp":1750291049000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3613904.3641982"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,11]]},"references-count":124,"alternative-id":["10.1145\/3613904.3641982","10.1145\/3613904"],"URL":"https:\/\/doi.org\/10.1145\/3613904.3641982","relation":{},"subject":[],"published":{"date-parts":[[2024,5,11]]},"assertion":[{"value":"2024-05-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}