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2020 – today
- 2023
- [j30]Marissa Burgermaster, Pooja M. Desai, Elizabeth M. Heitkemper, Filippa Juul, Elliot G. Mitchell, Meghan Reading Turchioe, David J. Albers, Matthew E. Levine, Dagny Larson, Lena Mamykina:
Who needs what (features) when? Personalizing engagement with data-driven self-management to improve health equity. J. Biomed. Informatics 144: 104419 (2023) - 2022
- [j29]Sarah M. Harmon, Elizabeth M. Heitkemper, Lena Mamykina, Maria L. Hwang:
Are We Healthier Together? Two Strategies for Supporting Macronutrient Assessment Skills and How the Crowd Can Help (or Not). Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-25 (2022) - [c59]Adrienne Pichon, Iñigo Urteaga, Lena Mamykina, Noemie Elhadad:
Human, Data, and Algorithmic Perspectives to Inform the Design of RL-enabled Self-management Regimens. AMIA 2022 - [c58]Lena Mamykina, Daniel A. Epstein, Predrag V. Klasnja, Donna Sprujt-Metz, Jochen Meyer, Mary Czerwinski, Tim Althoff, Eun Kyoung Choe, Munmun De Choudhury, Brian Y. Lim:
Grand Challenges for Personal Informatics and AI. CHI Extended Abstracts 2022: 76:1-76:6 - [c57]Elliot G. Mitchell, Noemie Elhadad, Lena Mamykina:
Examining AI Methods for Micro-Coaching Dialogs. CHI 2022: 440:1-440:24 - [c56]Krzysztof Z. Gajos, Lena Mamykina:
Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning. IUI 2022: 794-806 - [i1]Krzysztof Z. Gajos, Lena Mamykina:
Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning. CoRR abs/2202.05402 (2022) - 2021
- [j28]Elliot G. Mitchell, Esteban G. Tabak, Matthew E. Levine, Lena Mamykina, David J. Albers:
Enabling personalized decision support with patient-generated data and attributable components. J. Biomed. Informatics 113: 103639 (2021) - [j27]Elliot G. Mitchell, Rosa Maimone, Andrea Cassells, Jonathan N. Tobin, Patricia G. Davidson, Arlene M. Smaldone, Lena Mamykina:
Automated vs. Human Health Coaching: Exploring Participant and Practitioner Experiences. Proc. ACM Hum. Comput. Interact. 5(CSCW1): 99:1-99:37 (2021) - [j26]David J. Albers, Matthew E. Levine, Bruce J. Gluckman, Henry N. Ginsberg, George Hripcsak, Lena Mamykina:
Correction: Personalized glucose forecasting for type 2 diabetes using data assimilation. PLoS Comput. Biol. 17(8) (2021) - [c55]Caitlin N. Dreisbach, Katherine South, Theresa A. Koleck, Veronica Barcelona, Lena Mamykina, Noémie Elhadad, Suzanne Bakken:
Informing Symptom Science Using a Citizen Science Application in the COVID-19 Pandemic. AMIA 2021 - [c54]Elliot G. Mitchell, Lena Mamykina:
"There for You Every Day": Pilot Study of an Automated Conversational Health Coach. AMIA 2021 - [c53]Elliot G. Mitchell, Lena Mamykina:
From the Curtain to Kansas: Conducting Wizard-of-Oz Studies in the Wild. CHI Extended Abstracts 2021: 46:1-46:6 - [c52]Lena Mamykina, Arlene M. Smaldone, Suzanne R. Bakken, Noemie Elhadad, Elliot G. Mitchell, Pooja M. Desai, Matthew E. Levine, Jonathan N. Tobin, Andrea Cassells, Patricia G. Davidson, David J. Albers, George Hripcsak:
Scaling Up HCI Research: from Clinical Trials to Deployment in the Wild. CHI Extended Abstracts 2021: 50:1-50:6 - [c51]Elliot G. Mitchell, Elizabeth M. Heitkemper, Marissa Burgermaster, Matthew E. Levine, Yishen Miao, Maria L. Hwang, Pooja M. Desai, Andrea Cassells, Jonathan N. Tobin, Esteban G. Tabak, David J. Albers, Arlene M. Smaldone, Lena Mamykina:
From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations. CHI 2021: 206:1-206:17 - [c50]Samantha Olinsky, Pooja M. Desai, Selen Turkay, Elizabeth M. Heitkemper, Elliot G. Mitchell, Lena Mamykina, Maria L. Hwang:
Meals for Monsters: a Mobile Application for the Feasibility of Gaming and Social Mechanisms. CHI Extended Abstracts 2021: 442:1-442:9 - [c49]Alexandra Papoutsaki, Jina Huh-Yoo, Haley MacLeod, Lena Mamykina, Andrew D. Miller, Svetlana Yarosh, Daniel A. Epstein:
The Future of Research on Online Health Communities: Discussing Membership, Structure, and Support. CSCW Companion 2021: 352-355 - 2020
- [j25]Daniel J. Feller, Maichou Lor, Jason Zucker, Michael T. Yin, Susan Olender, David C. Ferris, Noémie Elhadad, Lena Mamykina:
An investigation of the information technology needs associated with delivering chronic disease care to large clinical populations. Int. J. Medical Informatics 137: 104099 (2020) - [j24]Marissa Burgermaster, Jung Hoon Son, Patricia G. Davidson, Arlene M. Smaldone, Gilad Kuperman, Daniel J. Feller, Katherine Gardner Burt, Matthew E. Levine, David J. Albers, Chunhua Weng, Lena Mamykina:
A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study. Int. J. Medical Informatics 139: 104158 (2020) - [j23]Meghan Reading Turchioe, Marissa Burgermaster, Elliot G. Mitchell, Pooja M. Desai, Lena Mamykina:
Adapting the stage-based model of personal informatics for low-resource communities in the context of type 2 diabetes. J. Biomed. Informatics 110: 103572 (2020) - [j22]Adrienne Pichon, Kayla Schiffer, Emma Horan, Bria Massey, Suzanne Bakken, Lena Mamykina, Noemie Elhadad:
Divided We Stand: The Collaborative Work of Patients and Providers in an Enigmatic Chronic Disease. Proc. ACM Hum. Comput. Interact. 4(CSCW3): 1-24 (2020) - [c48]Elliot G. Mitchell, Rosa Maimone, Lena Mamykina:
Characterizing Human vs. Automated Coaching: Preliminary Results. CHI Extended Abstracts 2020: 1-8
2010 – 2019
- 2019
- [j21]Ashenafi Zebene Woldaregay, Eirik Årsand, Ståle Walderhaug, David J. Albers, Lena Mamykina, Taxiarchis Botsis, Gunnar Hartvigsen:
Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes. Artif. Intell. Medicine 98: 109-134 (2019) - [j20]Meghan Reading Turchioe, Elizabeth M. Heitkemper, Maichou Lor, Marissa Burgermaster, Lena Mamykina:
Designing for engagement with self-monitoring: A user-centered approach with low-income, Latino adults with Type 2 Diabetes. Int. J. Medical Informatics 130 (2019) - [c47]Elizabeth M. Heitkemper, Arlene M. Smaldone, Suzanne R. Bakken, Andrea Cassells, Jonathan N. Tobin, Lena Mamykina:
Using the RE-AIM Framework to Assess the Potential to Use Mobile Diabetes Detective (MoDD) in Federally Qualified Health Centers. AMIA 2019 - [c46]Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Matthew E. Levine, Yishen Miao, Esteban G. Tabak, Arlene M. Smaldone, David J. Albers, Lena Mamykina:
Feasibility of a machine learning based method to generate personalized nutrition goals for diabetes self-management. AMIA 2019 - [c45]Elliot G. Mitchell, Lena Mamykina, Matthew E. Levine, Esteban G. Tabak, David J. Albers:
Machine learning for personalized decision support with patient-generated health data. AMIA 2019 - [c44]Pooja M. Desai, Elliot G. Mitchell, Maria L. Hwang, Matthew E. Levine, David J. Albers, Lena Mamykina:
Personal Health Oracle: Explorations of Personalized Predictions in Diabetes Self-Management. CHI 2019: 370 - [e1]Oscar Mayora, Stefano Forti, Jochen Meyer, Lena Mamykina:
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019, Trento, Italy, 20-23 May 2019. ACM 2019, ISBN 978-1-4503-6126-2 [contents] - 2018
- [j19]Michelle M. Chau, Marissa Burgermaster, Lena Mamykina:
The use of social media in nutrition interventions for adolescents and young adults - A systematic review. Int. J. Medical Informatics 120: 77-91 (2018) - [j18]Daniel J. Feller, Marissa Burgermaster, Matthew E. Levine, Arlene M. Smaldone, Patricia G. Davidson, David J. Albers, Lena Mamykina:
A visual analytics approach for pattern-recognition in patient-generated data. J. Am. Medical Informatics Assoc. 25(10): 1366-1374 (2018) - [j17]David J. Albers, Matthew E. Levine, Andrew M. Stuart, Lena Mamykina, Bruce J. Gluckman, George Hripcsak:
Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype. J. Am. Medical Informatics Assoc. 25(10): 1392-1401 (2018) - [c43]Elliot G. Mitchell, Marissa Burgermaster, Elizabeth M. Heitkemper, Meghan J. Reading, Matthew E. Levine, Yishen Miao, Pooja M. Desai, Lena Mamykina:
An Intelligent Voice Assistant for Diabetes Self-Management: T2D2 - Taming Type 2 Diabetes, Together. AMIA 2018 - [c42]Meghan J. Reading, Elizabeth M. Heitkemper, Maichou Lor, Lena Mamykina:
Exploring mHealth Intervention Designs to Engage Low-Income, Minority Adults with Type 2 Diabetes in Self-Monitoring. AMIA 2018 - [c41]Drashko Nakikj, Lena Mamykina:
Lost in Migration: Information Management and Community Building in an Online Health Community. CHI 2018: 146 - [c40]Pooja M. Desai, Matthew E. Levine, David J. Albers, Lena Mamykina:
Pictures Worth a Thousand Words: Reflections on Visualizing Personal Blood Glucose Forecasts for Individuals with Type 2 Diabetes. CHI 2018: 538 - [c39]Mollie McKillop, Lena Mamykina, Noémie Elhadad:
Designing in the Dark: Eliciting Self-tracking Dimensions for Understanding Enigmatic Disease. CHI 2018: 565 - 2017
- [j16]Elizabeth M. Heitkemper, Lena Mamykina, Jasmine Travers, Arlene M. Smaldone:
Do health information technology self-management interventions improve glycemic control in medically underserved adults with diabetes? A systematic review and meta-analysis. J. Am. Medical Informatics Assoc. 24(5): 1024-1035 (2017) - [j15]Silis Y. Jiang, Alexandrea Murphy, Elizabeth M. Heitkemper, R. Stanley Hum, David R. Kaufman, Lena Mamykina:
Impact of an electronic handoff documentation tool on team shared mental models in pediatric critical care. J. Biomed. Informatics 69: 24-32 (2017) - [j14]Lena Mamykina, Eileen J. Carter, Barbara Sheehan, R. Stanley Hum, Bridget Twohig, David R. Kaufman:
Driven to distraction: The nature and apparent purpose of interruptions in critical care and implications for HIT. J. Biomed. Informatics 69: 43-54 (2017) - [j13]Lena Mamykina, Elizabeth M. Heitkemper, Arlene M. Smaldone, Rita Kukafka, Heather J. Cole-Lewis, Patricia G. Davidson, Elizabeth D. Mynatt, Andrea Cassells, Jonathan N. Tobin, George Hripcsak:
Personal discovery in diabetes self-management: Discovering cause and effect using self-monitoring data. J. Biomed. Informatics 76: 1-8 (2017) - [j12]David J. Albers, Matthew E. Levine, Bruce J. Gluckman, Henry N. Ginsberg, George Hripcsak, Lena Mamykina:
Personalized glucose forecasting for type 2 diabetes using data assimilation. PLoS Comput. Biol. 13(4) (2017) - [c38]Daniel J. Feller, Marissa Burgermaster, Lena Mamykina:
Using Visual Analytics and Patient-Generated Data to Support Clinical Decision-Making in the Context of Nutritional Therapy for Individuals with Diabetes. AMIA 2017 - [c37]Elliot G. Mitchell, Matthew E. Levine, David J. Albers, Lena Mamykina:
Reflecting on Diabetes Self-Management Logs with Simulated, Continuous Blood Glucose Curves: A Pilot Study. AMIA 2017 - [c36]Jing Zhang, Gabriela Marcu, Julie A. Kientz, Laura R. Pina, Siddhant Ambulkar, Lena Mamykina, Jina Huh:
Bridging Communities for Better HIT: Streaming Conversations from WISH on Challenges, Strategies, and Opportunities. CHI Extended Abstracts 2017: 1346-1349 - [c35]Maria L. Hwang, Lena Mamykina:
Monster Appetite: Effects of Subversive Framing on Nutritional Choices in a Digital Game Environment. CHI 2017: 4082-4096 - [c34]Marissa Burgermaster, Krzysztof Z. Gajos, Patricia G. Davidson, Lena Mamykina:
The Role of Explanations in Casual Observational Learning about Nutrition. CHI 2017: 4097-4145 - [c33]Drashko Nakikj, Lena Mamykina:
A Park or A Highway: Overcoming Tensions in Designing for Socio-emotional and Informational Needs in Online Health Communities. CSCW 2017: 1304-1319 - 2016
- [j11]Heather J. Cole-Lewis, Arlene M. Smaldone, Patricia G. Davidson, Rita Kukafka, Jonathan N. Tobin, Andrea Cassells, Elizabeth D. Mynatt, George Hripcsak, Lena Mamykina:
Participatory approach to the development of a knowledge base for problem-solving in diabetes self-management. Int. J. Medical Informatics 85(1): 96-103 (2016) - [j10]Lena Mamykina, Elizabeth M. Heitkemper, Arlene M. Smaldone, Rita Kukafka, Heather J. Cole-Lewis, Patricia G. Davidson, Elizabeth D. Mynatt, Jonathan N. Tobin, Andrea Cassells, Carrie Goodman, George Hripcsak:
Structured scaffolding for reflection and problem solving in diabetes self-management: qualitative study of mobile diabetes detective. J. Am. Medical Informatics Assoc. 23(1): 129-136 (2016) - [j9]Lena Mamykina, Matthew E. Levine, Patricia G. Davidson, Arlene M. Smaldone, Noémie Elhadad, David J. Albers:
Data-driven health management: reasoning about personally generated data in diabetes with information technologies. J. Am. Medical Informatics Assoc. 23(3): 526-531 (2016) - [j8]Lena Mamykina, Silis Y. Jiang, Sarah A. Collins, Bridget Twohig, Jamie Hirsh, George Hripcsak, R. Stanley Hum, David R. Kaufman:
Revealing structures in narratives: A mixed-methods approach to studying interdisciplinary handoff in critical care. J. Biomed. Informatics 62: 117-124 (2016) - [c32]David J. Albers, Matthew E. Levine, Andrew M. Stuart, George Hripcsak, Lena Mamykina:
Using data assimilation to forecast post-meal glucose for patients with type 2 diabetes. AMIA 2016 - [c31]Noémie Elhadad, Lena Mamykina, Xinxin Zhu, Eileen Koski:
Patient Generated Data: the Missing Link in Patient Centered Care? AMIA 2016 - [c30]Elizabeth M. Heitkemper, Lena Mamykina, Jasmine Travers, Arlene M. Smaldone:
Efficacy and types of health information technology used in diabetes education for medically underserved adults: A systematic review and meta-analysis. AMIA 2016 - [c29]Lena Mamykina, Madhu C. Reddy, Katie A. Siek, Gabriela Marcu, Leslie S. Liu:
Interactive Systems in Healthcare. AMIA 2016 - [c28]Drashko Nakikj, Lena Mamykina:
DisVis: Visualizing Discussion Threads in Online Health Communities. AMIA 2016 - [c27]Lena Mamykina, Thomas N. Smyth, Jill P. Dimond, Krzysztof Z. Gajos:
Learning From the Crowd: Observational Learning in Crowdsourcing Communities. CHI 2016: 2635-2644 - [c26]Lena Mamykina, Madhu C. Reddy, Katie A. Siek, Gabriela Marcu, Leslie S. Liu:
Workshop on Interactive Systems in Healthcare (WISH). CHI Extended Abstracts 2016: 3628-3634 - 2015
- [j7]Lena Mamykina, Arlene M. Smaldone, Suzanne R. Bakken:
Adopting the sensemaking perspective for chronic disease self-management. J. Biomed. Informatics 56: 406-417 (2015) - [c25]David J. Albers, Matthew E. Levine, Bruce J. Gluckman, George Hripcsak, Lena Mamykina:
Personalized medicine beyond genetics: using personalized model-based forecasting to help type 2 diabetics understand and predict their post-meal glucose. AMIA 2015 - [c24]Michelle M. Chau, Elena J. Ladas, Lena Mamykina:
Influences, Barriers, and Motivations for Healthy Behaviors Among Pediatric Cancer Patients: A Focus Group Approach. AMIA 2015 - [c23]Silis Y. Jiang, R. Stanley Hum, David K. Vawdrey, Lena Mamykina:
In Search of Social Translucence: An Audit Log Analysis of Handoff Documentation Views and Update. AMIA 2015 - [c22]Lena Mamykina, Elizabeth M. Heitkemper, Arlene M. Smaldone, Rita Kukafka, Patricia G. Davidson, Elizabeth D. Mynatt, Jonathan N. Tobin, Andrea Cassells, Carrie Goodman, George Hripcsak:
Qualitative Study of an Electronic Tool for Facilitating Problem-Solving and Sensemaking in Diabetes Self-Management, Mobile Diabetes Detectiv. AMIA 2015 - [c21]Rupa Valdez, Sahiti Myneni, Andrea L. Hartzler, Lena Mamykina, Nathan K. Cobb, Laura E. Barnes:
Opportunities for Social Media within Consumer Health Informatics. AMIA 2015 - [c20]Lena Mamykina, Drashko Nakikj, Noemie Elhadad:
Collective Sensemaking in Online Health Forums. CHI 2015: 3217-3226 - [c19]James Clawson, Jessica Annette Pater, Andrew D. Miller, Elizabeth D. Mynatt, Lena Mamykina:
No longer wearing: investigating the abandonment of personal health-tracking technologies on craigslist. UbiComp 2015: 647-658 - [c18]Lorena Carlo, Suzanne Bakken, Lena Mamykina, Richmond Kodie, Andrew S. Kanter:
Towards a Tool for Malaria Supply Chain Management Improvement in Rural Ghana. MedInfo 2015: 1006 - 2014
- [c17]Silis Y. Jiang, Alexandrea Murphy, David K. Vawdrey, R. Stanley Hum, Lena Mamykina:
Characterization of a Handoff Documentation Tool Through Usage Log Data. AMIA 2014 - 2013
- [j6]Caitlin M. Cusack, George Hripcsak, Meryl Bloomrosen, S. Trent Rosenbloom, Charlotte A. Weaver, Adam Wright, David K. Vawdrey, Jim Walker, Lena Mamykina:
The future state of clinical data capture and documentation: a report from AMIA's 2011 Policy Meeting. J. Am. Medical Informatics Assoc. 20(1): 134-140 (2013) - [c16]Lena Mamykina, David R. Kaufman, R. Stanley Hum:
Shared Mental Models in Team Handoff and the Role of EHR. AMIA 2013 - 2012
- [j5]Madhu C. Reddy, Lena Mamykina, Andrea Grimes Parker:
Designing interactive systems in healthcare: a report on WISH 2011. Interactions 19(1): 24-27 (2012) - [j4]Lena Mamykina, David K. Vawdrey, Peter D. Stetson, Kai Zheng, George Hripcsak:
Clinical documentation: composition or synthesis? J. Am. Medical Informatics Assoc. 19(6): 1025-1031 (2012) - [j3]Sarah A. Collins, Lena Mamykina, Desmond A. Jordan, Daniel M. Stein, Alisabeth Shine, Paul Reyfman, David R. Kaufman:
In search of common ground in handoff documentation in an Intensive Care Unit. J. Biomed. Informatics 45(2): 307-315 (2012) - [c15]Michael Owen, David K. Vawdrey, David R. Kaufman, Lena Mamykina, Matthew R. Fred:
Cognitive Task Analysis of an Electronic Documentation Support Application. AMIA 2012 - [c14]Alisabeth Shine, Lena Mamykina, R. Stanley Hum, Barbara Sheehan, David R. Kaufman:
Inside The Highly Interactive Handoff. AMIA 2012 - 2011
- [c13]Lena Mamykina, Andrew D. Miller, Catherine Grevet, Yevgeniy Eugene Medynskiy, Michael A. Terry, Elizabeth D. Mynatt, Patricia G. Davidson:
Examining the impact of collaborative tagging on sensemaking in nutrition management. CHI 2011: 657-666 - [c12]Lena Mamykina, Bella Manoim, Manas Mittal, George Hripcsak, Björn Hartmann:
Design lessons from the fastest q&a site in the west. CHI 2011: 2857-2866 - 2010
- [c11]Lena Mamykina, Andrew D. Miller, Elizabeth D. Mynatt, Daniel Greenblatt:
Constructing identities through storytelling in diabetes management. CHI 2010: 1203-1212
2000 – 2009
- 2009
- [j2]Lena Mamykina, Elizabeth D. Mynatt:
Approaches to Facilitating Analysis of Health and Wellness Data. Int. J. Adv. Pervasive Ubiquitous Comput. 1(2): 29-48 (2009) - [c10]m. c. schraefel, Paul André, Ryen White, Desney S. Tan, Tim Berners-Lee, Sunny Consolvo, Robert Jacobs, Isaac S. Kohane, Christopher A. Le Dantec, Lena Mamykina, Gary Marsden, Ben Shneiderman, Peter Szolovits, Daniel J. Weitzner:
Interacting with eHealth: towards grand challenges for HCI. CHI Extended Abstracts 2009: 3309-3312 - [c9]Rebecca Randell, Geraldine Fitzpatrick, Stephanie M. Wilson, Lena Mamykina, Charlotte Tang:
Evaluating new interactions in healthcare: challenges and approaches. CHI Extended Abstracts 2009: 4771-4774 - 2008
- [c8]Lena Mamykina, Elizabeth D. Mynatt, Patricia G. Davidson, Daniel Greenblatt:
MAHI: investigation of social scaffolding for reflective thinking in diabetes management. CHI 2008: 477-486 - 2007
- [c7]Lena Mamykina, Elizabeth D. Mynatt:
Investigating and supporting health management practices of individuals with diabetes. HealthNet 2007: 49-54 - 2006
- [c6]Lena Mamykina, Elizabeth D. Mynatt, David R. Kaufman:
Investigating health management practices of individuals with diabetes. CHI 2006: 927-936 - [c5]James J. Lin, Lena Mamykina, Silvia Lindtner, Gregory Delajoux, Henry B. Strub:
Fish'n'Steps: Encouraging Physical Activity with an Interactive Computer Game. UbiComp 2006: 261-278 - 2004
- [c4]Lena Mamykina, Stuart Goose, David Hedqvist, David V. Beard:
CareView: analyzing nursing narratives for temporal trends. CHI Extended Abstracts 2004: 1147-1150 - [c3]Lena Mamykina, Jakob E. Bardram, Ilkka Korhonen, Elizabeth D. Mynatt, Wanda Pratt:
HCI and homecare: connecting families and clinicians. CHI Extended Abstracts 2004: 1715-1716 - 2002
- [j1]Lena Mamykina, Linda Candy, Ernest A. Edmonds:
Collaborative creativity. Commun. ACM 45(10): 96-99 (2002) - 2001
- [c2]Lena Mamykina, Elizabeth D. Mynatt, Michael A. Terry:
Time Aura: interfaces for pacing. CHI 2001: 144-151 - 2000
- [c1]Lena Mamykina, Catherine G. Wolf:
Evolution of Contact Point: a case study of a help desk and its users. CSCW 2000: 41-48
Coauthor Index
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