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1. Electrocardiogram-based mortality prediction in patients with COVID-19 using machine learning

Author

van de Leur, R. R., Bleijendaal, H., Taha, K., Mast, T., Gho, J. M. I. H., Linschoten, M., van Rees, B., Henkens, M. T. H. M., Heymans, S., Sturkenboom, N., Tio, R. A., Offerhaus, J. A., Bor, W. L., Maarse, M., Haerkens-Arends, H. E., Kolk, M. Z. H., van der Lingen, A. C. J., Selder, J. J., Wierda, E. E., van Bergen, P. F. M. M., Winter, M. M., Zwinderman, A. H., Doevendans, P. A., van der Harst, P., Pinto, Y. M., Asselbergs, F. W., van Es, R., and Tjong, F. V. Y.

Published
2022
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3. Ecg maken

Author

Tio, R. A., de Jongh, T.O.H., editor, Jongen-Hermus, F.J., editor, Daelmans, H.E.M., editor, Dekker, M.J., editor, de Klerk-van der Wiel, I., editor, and Schouwenberg, B.J.J.W., editor

Published
2020
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7. Clinician-reported EHRA and NYHA scores only moderately reflect patient-reported quality of life in atrial fibrillation and heart failure

Author

Van De Pol, J A A, primary, Hafkamp, F J, additional, Klop, B, additional, Van De Ven, A R T, additional, Van Der Voort, P H, additional, Tio, R A, additional, Post, H, additional, De Jong, S F A M S, additional, Monroy Vesperinas, M, additional, Eijsbouts, S C M, additional, Spee, R, additional, Verbunt, R A M, additional, and Dekker, L R C, additional

Published
2023
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8. Age is the main determinant of COVID-19 related in-hospital mortality with minimal impact of pre-existing comorbidities, a retrospective cohort study

Author

Henkens, M. T. H. M., Raafs, A. G., Verdonschot, J. A. J., Linschoten, M., van Smeden, M., Wang, P., van der Hooft, B. H. M., Tieleman, R., Janssen, M. L. F., ter Bekke, R. M. A., Hazebroek, M. R., van der Horst, I. C. C., Asselbergs, F. W., Magdelijns, F. J. H., Heymans, S. R. B., Al-Ali, A. K., Al-Muhanna, F. A., Al-Windy, N. Y. Y., Almubarak, Y. A., Alnafie, A. N., Alshahrani, M., Alshehri, A. M., Anthonio, R. L., Aujayeb, A., ten Berg, J. M., van Boxem, A. J. M., Captur, G., Caputo, M., Charlotte, N., Dark, P., de Sutter, J., Delsing, C. E., Dorman, H. G. R., Drost, J. T., Emans, M. E., Ferreira, J. B., Gabriel, L., van Gilst, W. H., Groenemeijer, B. E., Haerkens-Arends, H. E., van der Harst, P., Hedayat, B., van der Heijden, D. J., Hellou, E., Hermanides, R. S., Hermans-van Ast, J. F., van Hessen, M. W. J., van Ierssel, S. H., Jewbali, L. S., Kearney, M. T., van Kesteren, H. A. M., Kietselaer, B. L. J. H., Koning, A. M. H., Kopylov, P. Y., Kuijper, A. F. M., Kwakkel-van Erp, J. M., van der Linden, M. M. J. M., Linssen, G. C. M., Macias Ruiz, R., Martens, F. M. A. C., McCann, G. P., van der Meer, P., Meijs, M. F. L., Messiaen, P., Monraats, P. S., Montagna, L., Moriarty, A., Mosterd, A., Nierop, P. R., van Ofwegen-Hanekamp, C. E. E., Pinto, Y. M., Poorhosseini, H., Prasad, S., Redón, J., Reidinga, A. C., Ribeiro, M. I. A., Ripley, D. P., Salah, R., Saneei, E., Saxena, M., Schaap, J., Schellings, D. A. A. M., Schut, A., Shafiee, A., Shore, A. C., Siebelink, H. J., Smits, P. C., Pisters, R., Tessitore, E., Tieleman, R. G., Timmermans, P., Tio, R. A., Tjong, F. V. Y., den Uil, C. A., van Craenenbroeck, E. M., van Veen, H. P. A. A., Veneman, T., Verschure, D. O., de Vries, J. K., van de Wal, R. M. A., van de Watering, D. J., Westendorp, I. C. D., Westendorp, P. H. M., Weytjens, C., Wierda, E., Williams, B., Woudstra, P., Wu, K. W., Zaal, R., Zaman, A. G., van der Zee, P. M., Cardiology, ACS - Heart failure & arrhythmias, CAPACITY-COVID collaborative consortium, Cardiologie, RS: Carim - H02 Cardiomyopathy, MUMC+: DA KG Lab Centraal Lab (9), Klinische Neurowetenschappen, MUMC+: HZC Med Staf Spec Klinische Neurofys (9), RS: MHeNs - R3 - Neuroscience, MUMC+: MA Med Staf Spec Cardiologie (9), RS: Carim - H04 Arrhythmogenesis and cardiogenetics, MUMC+: MA Med Staf Artsass Cardiologie (9), RS: Carim - V04 Surgical intervention, Intensive Care, MUMC+: MA Medische Staf IC (9), MUMC+: MA Intensive Care (3), Interne Geneeskunde, and MUMC+: MA Alg Interne Geneeskunde (9)

Subjects
Male, SARS-CoV-2, COVID-19, Comorbidity, Hospitalization, Risk Factors, Humans, Mediation analysis, Female, Hospital Mortality, Human medicine, Geriatrics and Gerontology, Mortality, Aged, Retrospective Studies, Netherlands
Abstract

Background Age and comorbidities increase COVID-19 related in-hospital mortality risk, but the extent by which comorbidities mediate the impact of age remains unknown. Methods In this multicenter retrospective cohort study with data from 45 Dutch hospitals, 4806 proven COVID-19 patients hospitalized in Dutch hospitals (between February and July 2020) from the CAPACITY-COVID registry were included (age 69[58–77]years, 64% men). The primary outcome was defined as a combination of in-hospital mortality or discharge with palliative care. Logistic regression analysis was performed to analyze the associations between sex, age, and comorbidities with the primary outcome. The effect of comorbidities on the relation of age with the primary outcome was evaluated using mediation analysis. Results In-hospital COVID-19 related mortality occurred in 1108 (23%) patients, 836 (76%) were aged ≥70 years (70+). Both age 70+ and female sex were univariably associated with outcome (odds ratio [OR]4.68, 95%confidence interval [4.02–5.45], OR0.68[0.59–0.79], respectively;both pp Conclusions Age is the main determinant of COVID-19 related in-hospital mortality, with negligible mediation effect of pre-existing comorbidities. Trial registration CAPACITY-COVID (NCT04325412)

Published
2022

10. Clinical presentation, disease course, and outcome of COVID-19 in hospitalized patients with and without pre-existing cardiac disease: a cohort study across 18 countries

Author

Linschoten, M., Uijl, A., Schut, A., Jakob, C. E. M., Romao, L. R., Bell, R. M., McFarlane, E., Stecher, M., Zondag, A. G. M., van Iperen, E. P. A., Hermans-van Ast, J. F., Lea, N. C., Schaap, J., Jewbali, L. S., Smits, P. C., Patel, R. S., Aujayeb, A., van Smeden, M., Siebelink, H. J., Williams, S., Pilgram, L., Tieleman, R. G., Williams, B., Asselbergs, F. W., Al-Ali, A. K., Al-Muhanna, F. A., Al-Rubaish, A. M., Al-Windy, N. Y. Y., Alkhalil, M., Almubarak, Y. A., Al Nafie, A. N., Al Shahrani, M., Al Shehri, A. M., Anning, C., Anthonio, R. L., Badings, E. A., Ball, C., Van Beek, E. A., Ten Berg, J. M., Von Bergwelt-Baildon, M., Bianco, M., Blagova, O., V, Bleijendaal, H., Bor, W. L., Borgmann, S., van Boxem, A. J. M., van den Brink, F. S., Bucciarelli-Ducci, C., Van Bussel, B. C. T., Byrom-Goulthorp, R., Captur, G., Caputo, M., Charlotte, N., vom Dahl, J., Dark, P., De Sutter, J., Degenhardt, C., Delsing, C. E., Dolff, S., Dorman, H. G. R., Drost, J. T., Eberwein, L., Emans, M. E., Er, A. G., Ferreira, J. B., Forner, M. J., Friedrichs, A., Gabriel, L., Groenemeijer, B. E., Groenendijk, A. L., Gruener, B., Guggemos, W., Haerkens-Arends, H. E., Hanses, F., Hedayat, B., Heigener, D., van der Heijden, D. J., Hellou, E., Hellwig, K., Henkens, M. T. H. M., Hermanides, R. S., Hermans, W. R. M., van Hessen, M. W. J., Heymans, S. R. B., Hilt, A. D., van der Horst, I. C. C., Hower, M., van Ierssel, S. H., Isberner, N., Jensen, B., Kearney, M. T., Kielstein, J. T., Kietselaer, B. L. J. H., Kochanek, M., Kolk, M. Z. H., Koning, A. M. H., Kopylov, P. Y., Kuijper, A. F. M., Kwakkel-van, E. R. P. J. M., Lanznaster, J., van der Linden, M. M. J. M., van der Lingen, A. C. J., Linssen, G. C. M., Lomas, D., Maarse, M., Magdelijns, F. J. H., Magro, M., Markart, P., Martens, F. M. A. C., Mazzilli, S. G., McCann, G. P., van der Meer, P., Meijs, M. F. L., Merle, U., Messiaen, P., Milovanovic, M., Monraats, P. S., Montagna, L., Moriarty, A., Moss, A. J., Mosterd, A., Nadalin, S., Nattermann, J., Neufang, M., Nierop, P. R., Offerhaus, J. A., Van Ofwegen-Hanekamp, C. E. E., Parker, E., Persoon, A. M., Piepel, C., Pinto, Y. M., Poorhosseini, H., Prasad, S., Raafs, A. G., Raichle, C., Rauschning, D., Redon, J., Reidinga, A. C., Ribeiro, M. I. A., Riedel, C., Rieg, S., Ripley, D. P., Rommele, C., Rothfuss, K., Ruddel, J., Ruthrich, M. M., Salah, R., Saneei, E., Saxena, M., Schellings, D. A. A. M., Scholte, N. T. B., Schubert, J., Seelig, J., Shafiee, A., Shore, A. C., Spinner, C., Stieglitz, S., Strauss, R., Sturkenboom, N. H., Tessitore, E., Thomson, R. J., Timmermans, P. J. R., Tio, R. A., Tjong, F. V. Y., Tometten, L., Trauth, J., Van Craenenbroeck, E. M., van Veen, H. P. A. A., den Uil, C. A., Vehreschild, M. J. G. T., Veldhuis, L., I, Veneman, T., Verschure, D. O., Voigt, I, Walter, L., vande Watering, D. J., de Vries, J. K., vande Wal, R. M. A., Westendorp, I. C. D., Westendorp, P. H. M., Westhoff, T., Weytjens, C., Wierda, E., Wille, K., de With, K., Worm, M., Woudstra, P., Wu, K. W., Zaal, R., Zaman, A. G., van der Zee, P. M., Zijlstra, L. E., Alling, T. E., Ahmed, R., Bayraktar-Verver, E. C. E., van Aken, K., Jimenes, Bermudez F. J., Biole, C. A., Den Boer-Penning, P., Bontje, M., Bos, M., Bosch, L., Broekman, M., Broeyer, F. J. F., de Bruijn, E. A. W., Bruinsma, S., Cardoso, N. M., Cosyns, B., Len, van Da D. H., Dekimpe, E., Domange, J., van Doorn, J. L., van DOorn, P., Dormal, F., Drost, I. M. J., Dunnink, A., van Eck, J. W. M., Elshinawy, K., Gevers, R. M. M., Gognieva, D. G., van der Graaf, M., Grangeon, S., Guclu, A., Habib, A., Haenen, N. A., Hamilton, K., Handgraaf, S., Heidbuchel, H., Hendriks-van Woerden, M., Hessels-Linnemeijer, B. M., Hosseini, K., Huisman, J., Jacobs, T. C., Jansen, S. E., Janssen, A., Jourdan, K., ten Kate, G. L., van Kempen, M. J., Kievit, C. M., Kleikers, P., Knufman, N., van der Kooi, S. E., Koole, B. A. S., Koole, M. A. C., Kui, K. K., Kuipers-Elferink, L., Lemoine, I, Lensink, E., van Marrewijk, V, Meijer, E. J., Melein, A. J., Mesitskaya, D. F., van Nes, C. P. M., Paris, F. M. A., Perrelli, M. G., Pieterse-Rots, A., Pisters, R., Polkerman, B. C., van Poppel, A., Reinders, S., Reitsma, M. J., Ruiter, A. H., Selder, J. L., van der Sluis, A., Sousa, A. I. C., Tajdini, M., Sanchez, Tercedor L., Van de Heyning, C. M., Vial, H., Vlieghe, E., Vonkeman, H. E., Vreugdenhil, P., de Vries, T. A. C., Willems, A. M., Wils, A. M., Zoet-Nugteren, S. K., Linschoten, M., Uijl, A., Schut, A., Jakob, C. E. M., Romao, L. R., Bell, R. M., McFarlane, E., Stecher, M., Zondag, A. G. M., van Iperen, E. P. A., Hermans-van Ast, J. F., Lea, N. C., Schaap, J., Jewbali, L. S., Smits, P. C., Patel, R. S., Aujayeb, A., van Smeden, M., Siebelink, H. J., Williams, S., Pilgram, L., Tieleman, R. G., Williams, B., Asselbergs, F. W., Al-Ali, A. K., Al-Muhanna, F. A., Al-Rubaish, A. M., Al-Windy, N. Y. Y., Alkhalil, M., Almubarak, Y. A., Al Nafie, A. N., Al Shahrani, M., Al Shehri, A. M., Anning, C., Anthonio, R. L., Badings, E. A., Ball, C., Van Beek, E. A., Ten Berg, J. M., Von Bergwelt-Baildon, M., Bianco, M., Blagova, O., V, Bleijendaal, H., Bor, W. L., Borgmann, S., van Boxem, A. J. M., van den Brink, F. S., Bucciarelli-Ducci, C., Van Bussel, B. C. T., Byrom-Goulthorp, R., Captur, G., Caputo, M., Charlotte, N., vom Dahl, J., Dark, P., De Sutter, J., Degenhardt, C., Delsing, C. E., Dolff, S., Dorman, H. G. R., Drost, J. T., Eberwein, L., Emans, M. E., Er, A. G., Ferreira, J. B., Forner, M. J., Friedrichs, A., Gabriel, L., Groenemeijer, B. E., Groenendijk, A. L., Gruener, B., Guggemos, W., Haerkens-Arends, H. E., Hanses, F., Hedayat, B., Heigener, D., van der Heijden, D. J., Hellou, E., Hellwig, K., Henkens, M. T. H. M., Hermanides, R. S., Hermans, W. R. M., van Hessen, M. W. J., Heymans, S. R. B., Hilt, A. D., van der Horst, I. C. C., Hower, M., van Ierssel, S. H., Isberner, N., Jensen, B., Kearney, M. T., Kielstein, J. T., Kietselaer, B. L. J. H., Kochanek, M., Kolk, M. Z. H., Koning, A. M. H., Kopylov, P. Y., Kuijper, A. F. M., Kwakkel-van, E. R. P. J. M., Lanznaster, J., van der Linden, M. M. J. M., van der Lingen, A. C. J., Linssen, G. C. M., Lomas, D., Maarse, M., Magdelijns, F. J. H., Magro, M., Markart, P., Martens, F. M. A. C., Mazzilli, S. G., McCann, G. P., van der Meer, P., Meijs, M. F. L., Merle, U., Messiaen, P., Milovanovic, M., Monraats, P. S., Montagna, L., Moriarty, A., Moss, A. J., Mosterd, A., Nadalin, S., Nattermann, J., Neufang, M., Nierop, P. R., Offerhaus, J. A., Van Ofwegen-Hanekamp, C. E. E., Parker, E., Persoon, A. M., Piepel, C., Pinto, Y. M., Poorhosseini, H., Prasad, S., Raafs, A. G., Raichle, C., Rauschning, D., Redon, J., Reidinga, A. C., Ribeiro, M. I. A., Riedel, C., Rieg, S., Ripley, D. P., Rommele, C., Rothfuss, K., Ruddel, J., Ruthrich, M. M., Salah, R., Saneei, E., Saxena, M., Schellings, D. A. A. M., Scholte, N. T. B., Schubert, J., Seelig, J., Shafiee, A., Shore, A. C., Spinner, C., Stieglitz, S., Strauss, R., Sturkenboom, N. H., Tessitore, E., Thomson, R. J., Timmermans, P. J. R., Tio, R. A., Tjong, F. V. Y., Tometten, L., Trauth, J., Van Craenenbroeck, E. M., van Veen, H. P. A. A., den Uil, C. A., Vehreschild, M. J. G. T., Veldhuis, L., I, Veneman, T., Verschure, D. O., Voigt, I, Walter, L., vande Watering, D. J., de Vries, J. K., vande Wal, R. M. A., Westendorp, I. C. D., Westendorp, P. H. M., Westhoff, T., Weytjens, C., Wierda, E., Wille, K., de With, K., Worm, M., Woudstra, P., Wu, K. W., Zaal, R., Zaman, A. G., van der Zee, P. M., Zijlstra, L. E., Alling, T. E., Ahmed, R., Bayraktar-Verver, E. C. E., van Aken, K., Jimenes, Bermudez F. J., Biole, C. A., Den Boer-Penning, P., Bontje, M., Bos, M., Bosch, L., Broekman, M., Broeyer, F. J. F., de Bruijn, E. A. W., Bruinsma, S., Cardoso, N. M., Cosyns, B., Len, van Da D. H., Dekimpe, E., Domange, J., van Doorn, J. L., van DOorn, P., Dormal, F., Drost, I. M. J., Dunnink, A., van Eck, J. W. M., Elshinawy, K., Gevers, R. M. M., Gognieva, D. G., van der Graaf, M., Grangeon, S., Guclu, A., Habib, A., Haenen, N. A., Hamilton, K., Handgraaf, S., Heidbuchel, H., Hendriks-van Woerden, M., Hessels-Linnemeijer, B. M., Hosseini, K., Huisman, J., Jacobs, T. C., Jansen, S. E., Janssen, A., Jourdan, K., ten Kate, G. L., van Kempen, M. J., Kievit, C. M., Kleikers, P., Knufman, N., van der Kooi, S. E., Koole, B. A. S., Koole, M. A. C., Kui, K. K., Kuipers-Elferink, L., Lemoine, I, Lensink, E., van Marrewijk, V, Meijer, E. J., Melein, A. J., Mesitskaya, D. F., van Nes, C. P. M., Paris, F. M. A., Perrelli, M. G., Pieterse-Rots, A., Pisters, R., Polkerman, B. C., van Poppel, A., Reinders, S., Reitsma, M. J., Ruiter, A. H., Selder, J. L., van der Sluis, A., Sousa, A. I. C., Tajdini, M., Sanchez, Tercedor L., Van de Heyning, C. M., Vial, H., Vlieghe, E., Vonkeman, H. E., Vreugdenhil, P., de Vries, T. A. C., Willems, A. M., Wils, A. M., and Zoet-Nugteren, S. K.

Abstract

Aims Patients with cardiac disease are considered high risk for poor outcomes following hospitalization with COVID-19. The primary aim of this study was to evaluate heterogeneity in associations between various heart disease subtypes and in-hospital mortality. Methods and results We used data from the CAPACITY-COVID registry and LEOSS study. Multivariable Poisson regression models were fitted to assess the association between different types of pre-existing heart disease and in-hospital mortality. A total of 16 511 patients with COVID-19 were included (21.1% aged 66-75 years; 40.2% female) and 31.5% had a history of heart disease. Patients with heart disease were older, predominantly male, and often had other comorbid conditions when compared with those without. Mortality was higher in patients with cardiac disease (29.7%; n= 1545 vs. 15.9%; n= 1797). However, following multivariable adjustment, this difference was not significant [adjusted risk ratio (aRR) 1.08, 95% confidence interval (CI) 1.02-1.15; P = 0.12 (corrected for multiple testing)]. Associations with in-hospital mortality by heart disease subtypes differed considerably, with the strongest association for heart failure (aRR 1.19, 95% CI 1.10-1.30; P <0.018) particularly for severe (New York Heart Association class III/IV) heart failure (aRR 1.41, 95% CI 1.20-1.64; P < 0.018). None of the other heart disease subtypes, including ischaemic heart disease, remained significant after multivariable adjustment. Serious cardiac complications were diagnosed in <1% of patients. Conclusion Considerable heterogeneity exists in the strength of association between heart disease subtypes and in-hospital mortality. Of all patients with heart disease, those with heart failure are at greatest risk of death when hospitalized with COVID-19. Serious cardiac complications are rare during hospitalization. [GRAPHICS] .

Published
2022

12. GANGGUAN EMOSI PADA TOKOH UTAMA CERPEN PULANG KARYA BEJO (Suatu Kajian Psikologi Sastra)

Author

Tio R J Nadeak

Abstract

Penelitian ini bertujuan untuk menginterpretasikan gangguan emosi tokoh utama yang digambarkan dalam cerpen yang berjudul Pulang. Sesuai dengan latar belakang yang sudah dipaparkan di atas maka ini bertujuan untuk memperoleh pemahaman tentang jenis gangguan emosi yang digambarkan oleh pengarang dalam cerpen Pulang. Penelitian ini menggunakan metode analisis deskriptif. Analisis terhadap cerpen Pulang merupakan penelitian kualitatif. Teknik pengambilan data adalah dengan cara memberi tanda teks terhadap kalimat ataupun pernyataan yang sesuai dengan permasalahan.teks yang diberi tanda adalah teks yang relevan dengan permasalahan yang ada dalam penelitian ini. Teknik yang digunakan adalah teknik pustaka: membaca, menyeleksi data. Kata kunci: analisis, gangguan emosi

Published
2020

15. Hybrid Learning In Cultural Dressing And Local Wisdom: Evaluation Of Reactions, Outcomes, Behaviors, And Impacts.

Author

Simbolon, Elvri T., Lumbantobing, Roida, Nadeak, Tio R. J., and Silaban, Rina Kesia

Subjects
JUNIOR high school students, BLENDED learning, BEHAVIORAL assessment, STUDENTS, EDUCATIONAL outcomes
Abstract

This study aims to determine the evaluation of reactions, evaluation of learning outcomes, evaluation of behavior and evaluation of the impact of the application of Hybrid Learning. The research method used is the evaluation research method. The study was conducted at Private Santa Maria Tarutung Junior High School with 112 students. Quantitative data collection using a closed questionnaire filled in directly by respondents. The data were analyzed with descriptive statistics using the Percentage technique. Evaluation at the reaction stage (Level 1), reactions to the resource persons and organizers showed that students were very satisfied with the services of the organizers on average of 76.14%, while satisfaction with the resource persons (Teachers) was 67.22%. Evaluation of learning outcomes (Level 2) shows that student learning outcomes have improved knowledge and skills. Learning outcomes in the realm of knowledge have increased by an average of 1.68%. Learning outcomes in the field of skills increased by an average of 1.53%. For the Realm of Knowledge from 112 respondents, 101 students experienced an increase, 6 students remained and 4 students experienced a decrease. In the Ability of 112 respondents, 102 students experienced an increase, 7 students remained and 3 people experienced a decrease. Behavioral Evaluation (Level 3) based on research findings due to Hybrid Learning averaged 57.63% of students experienced changes in behavior according to the perceptions of student friends. Based on the findings of the study, students experienced a change in behavior of 76.64% according to the student's own perception. Evaluation on the impact (Level 4) of hybrid learning implementation that answers is very impactful with the impact there is 73.22% in the form of increasing knowledge understanding, learning motivation, identifying, expressing in cultural arts subjects. [ABSTRACT FROM AUTHOR]

Published
2023

47. Diagnostic Value of Transluminal Attenuation Gradient: A proof of concept study with N-13-ammonia PET

Author

Monroy, A., Alexanderson-Rosas, E., Tio, R., Perez-Orpinel, O., Flores-Flamand, M., Masso-Bueso, J., Groot, J., Slart, R., Prakken, N., Cardiovascular Centre (CVC), Translational Immunology Groningen (TRIGR), Lifelong Learning, Education & Assessment Research Network (LEARN), and ​Basic and Translational Research and Imaging Methodology Development in Groningen (BRIDGE)

Published
2018

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