A data science roadmap for open science organizations engaged in early-stage drug discovery von Edfeldt, Kristina, Edwards, Aled M., Engkvist, Ola, Günther, Judith, Hartley, Matthew, Hulcoop, David G., Leach, Andrew R., Marsden, Brian D., Menge, Amelie, Misquitta, Leonie, Müller, Susanne, Owen, Dafydd R., Schütt, Kristof T., Skelton, Nicholas, Steffen, Andreas, Tropsha, Alexander, Vernet, Erik, Wang, Yanli, Wellnitz, James, Willson, Timothy M., Clevert, Djork-Arné, Haibe-Kains, Benjamin, Schiavone, Lovisa Holmberg, Schapira, Matthieu

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Development of an informatics system for accelerating biomedical research. [version 2; peer review: 2 approved] von Navale, Vivek, Ji, Michele, Vovk, Olga, Misquitta, Leonie, Gebremichael, Tsega, Garcia, Alison, Fann, Yang, McAuliffe, Matthew

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The status, quality, and expansion of the NIH full-length cDNA project: the Mammalian Gene Collection (MGC) von Gerhard, Daniela S, Wagner, Lukas, Feingold, Elise A, Shenmen, Carolyn M, Grouse, Lynette H, Schuler, Greg, Klein, Steven L, Old, Susan, Rasooly, Rebekah, Good, Peter, Guyer, Mark, Peck, Allison M, Derge, Jeffery G, Lipman, David, Collins, Francis S, Jang, Wonhee, Sherry, Steven, Feolo, Mike, Misquitta, Leonie, Lee, Eduardo, Rotmistrovsky, Kirill, Greenhut, Susan F, Schaefer, Carl F, Buetow, Kenneth, Bonner, Tom I, Haussler, David, Kent, Jim, Kiekhaus, Mark, Furey, Terry, Brent, Michael, Prange, Christa, Schreiber, Kirsten, Shapiro, Nicole, Bhat, Narayan K, Hopkins, Ralph F, Hsie, Florence, Driscoll, Tom, Soares, M Bento, Casavant, Tom L, Scheetz, Todd E, Brown-stein, Michael J, Usdin, Ted B, Toshiyuki, Shiraki, Carninci, Piero, Piao, Yulan, Dudekula, Dawood B, Ko, Minoru S H, Kawakami, Koichi, Suzuki, Yutaka, Sugano, Sumio, Gruber, C E, Smith, M R, Simmons, Blake, Moore, Troy, Waterman, Richard, Johnson, Stephen L, Ruan, Yijun, Wei, Chia Lin, Mathavan, S, Gunaratne, Preethi H, Wu, Jiaqian, Garcia, Angela M, Hulyk, Stephen W, Fuh, Edwin, Yuan, Ye, Sneed, Anna, Kowis, Carla, Hodgson, Anne, Muzny, Donna M, McPherson, John, Gibbs, Richard A, Fahey, Jessica, Helton, Erin, Ketteman, Mark, Madan, Anuradha, Rodrigues, Stephanie, Sanchez, Amy, Whiting, Michelle, Madari, Anup, Young, Alice C, Wetherby, Keith D, Granite, Steven J, Kwong, Peggy N, Brinkley, Charles P, Pearson, Russell L, Bouffard, Gerard G, Blakesly, Robert W, Green, Eric D, Dickson, Mark C, Rodriguez, Alex C, Grimwood, Jane, Schmutz, Jeremy, Myers, Richard M, Butterfield, Yaron S N, Griffith, Malachi, Griffith, Obi L, Krzywinski, Martin I, Liao, Nancy, Morin, Ryan, Morrin, Ryan

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Targeted disruption of gene function in Drosophila by RNA interference (RNA-i): a role for nautilus in embryonic somatic muscle formation von Misquitta, L. (NIH, Bethesda, MD.), Paterson, B.M

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DEIA is essential to advance the goals of translational science: Perspectives from NCATS von Hussain, Shadab F, Vogel, Amanda L, Faupel-Badger, Jessica M, Ho, Linda, Akacem, Lameese D, Balakrishnan, Krishna, Geiger, Rebekah, Gopal-Srivastava, Rashmi, Haynes, Brittany, Hodges, Marcus G, Isler, Tanetta, Mathé, Ewy A, Misquitta, Leonie, Sharma, Karlie R, Sid, Eric, Zigterman, Jamie L, Burgoon, Penny W

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A framework for future national pediatric pandemic respiratory disease severity triage: The HHS pediatric COVID-19 data challenge von Bergquist, Timothy, Wax, Marie, Bennett, Tellen D, Moffitt, Richard A, Gao, Jifan, Chen, Guanhua, Telenti, Amalio, Maher, M Cyrus, Bartha, Istvan, Walker, Lorne, Orwoll, Benjamin E, Mishra, Meenakshi, Alamgir, Joy, Cragin, Bruce L, Ferguson, Christopher H, Wong, Hui-Hsing, Deslattes Mays, Anne, Misquitta, Leonie, DeMarco, Kerry A, Sciarretta, Kimberly L, Patel, Sandeep A

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Accelerating Medicines Partnership: Parkinson's Disease. Genetic Resource von Iwaki, Hirotaka, Leonard, Hampton L., Makarious, Mary B., Bookman, Matt, Landin, Barry, Vismer, David, Casey, Bradford, Gibbs, J. Raphael, Hernandez, Dena G., Blauwendraat, Cornelis, Vitale, Daniel, Song, Yeajin, Kumar, Dinesh, Dalgard, Clifton L., Sadeghi, Mahdiar, Dong, Xianjun, Misquitta, Leonie, Scholz, Sonja W., Scherzer, Clemens R., Nalls, Mike A., Biswas, Shameek, Singleton, Andrew B.

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Risk for stillbirth among pregnant individuals with SARS-CoV-2 infection varied by gestational age von Liang, Chen, Hung, Peiyin, Zhang, Jiajia, Campbell, Berry, Ghumman, Nadia, Olatosi, Bankole, Yi, Honggang, Wilcox, Adam B., Lee, Adam M., Graves, Alexis, Anzalone, Alfred (Jerrod), Manna, Amin, Saha, Amit, Olex, Amy, Zhou, Andrea, Williams, Andrew E., Southerland, Andrew, Girvin, Andrew T., Walden, Anita, Amor, Benjamin, Bates, Benjamin, Hendricks, Brian, Patel, Brijesh, Alexander, Caleb, Bramante, Carolyn, Madlock-Brown, Charisse, Suver, Christine, Chute, Christopher, Wu, Chunlei, Schmitt, Clare, Housman, Dan, Eichmann, David A., Mazzotti, Diego, Brown, Don, Hill, Elaine, Zampino, Elizabeth, Marti, Emily Carlson, Pfaff, Emily R., French, Evan, Mariona, Federico, Prior, Fred, Sokos, George, Martin, Greg, Mehta, Hemalkumar, Liu, Hongfang, Sidky, Hythem, Hayanga, J.W. Awori, Harper, Jeremy Richard, Islam, Jessica, Ge, Jin, Gagnier, Joel, Saltz, Joel, Buse, John, Mathew, Jomol, Rutter, Joni L., McMurry, Julie A., Guinney, Justin, Starren, Justin, Crowley, Karen, Bradwell, Katie Rebecca, Walters, Kellie M., Wilkins, Ken, Murray, Kimberly, Northington, Lavance, Misquitta, Leonie, Deacy, Mariam, Bissell, Mark M., Clark, Marshall, Emmett, Mary, Adams, Meredith, Temple-O’Connor, Meredith, Morris, Michele, Qureshi, Nabeel, Safdar, Nasia, Garbarini, Nicole, Sharafeldin, Noha, Francis, Patricia A., Payne, Philip R.O., Fuentes, Rafael, Erwin-Cohen, Rebecca, Patel, Rena, Moffitt, Richard A., Zhu, Richard L., Hurley, Robert, Pyarajan, Saiju, Michael, Sam G., Bozzette, Samuel, Mallipattu, Sandeep, Vedula, Satyanarayana, Setoguchi, Soko, Hong, Stephanie S., Johnson, Steve, Bennett, Tellen D., Callahan, Tiffany, Topaloglu, Umit, Gordon, Valery, Hernandez, Wenndy, Beasley, Will, Cooper, Will, Hillegass, William

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The prevalence of postacute sequelae of coronavirus disease 2019 in solid organ transplant recipients: Evaluation of risk in the National COVID Cohort Collaborative von Vinson, Amanda J., Dai, Ran, French, Evan T., Lee, Stephen B., Ison, Michael, Mannon, Roslyn B., Wilcox, Adam B., Lee, Adam M., Manna, Amin, Saha, Amit, Olex, Amy, Zhou, Andrea, Williams, Andrew E., Southerland, Andrew, Girvin, Andrew T., Walden, Anita, Sharathkumar, Anjali A., Amor, Benjamin, Bates, Benjamin, Patel, Brijesh, Alexander, Caleb, Bramante, Carolyn, Ward-Caviness, Cavin, Madlock-Brown, Charisse, Suver, Christine, Chute, Christopher, Gabriel, Davera, Eichmann, David A., Mazzotti, Diego, Brown, Don, Boudreau, Eilis, Hill, Elaine, Marti, Emily Carlson, Pfaff, Emily R., Mariona, Federico, Prior, Fred, Sokos, George, Mehta, Hemalkumar, Liu, Hongfang, Sidky, Hythem, Pincavitch, Jami, Harper, Jeremy Richard, Ge, Jin, Gagnier, Joel, Saltz, Joel, Buse, John, Mathew, Jomol, Rutter, Joni L., McMurry, Julie A., Starren, Justin, Crowley, Karen, Bradwell, Katie Rebecca, Walters, Kellie M., Wilkins, Ken, Cato, Kenrick Dwain, Murray, Kimberly, Kostka, Kristin, Northington, Lavance, Misquitta, Leonie, Cottrell, Lesley, Portilla, Lili, Deacy, Mariam, Bissell, Mark M., Clark, Marshall, Emmett, Mary, Saltz, Mary Morrison, Palchuk, Matvey B., Adams, Meredith, Temple-O'Connor, Meredith, Kurilla, Michael G., Morris, Michele, Qureshi, Nabeel, Safdar, Nasia, Sharafeldin, Noha, Sadan, Ofer, Francis, Patricia A., Burgoon, Penny Wung, Robinson, Peter, Payne, Philip R.O., Fuentes, Rafael, Patel, Rena, Moffitt, Richard A., Zhu, Richard L., Kamaleswaran, Rishi, Hurley, Robert, Bozzette, Samuel, Mallipattu, Sandeep, Vedula, Satyanarayana, O'Neil, Shawn T., Setoguchi, Soko, Hong, Stephanie S., Johnson, Steve, Bennett, Tellen D., Topaloglu, Umit, Sheikh, Usman, Gordon, Valery, Subbian, Vignesh, Hernandez, Wenndy, Cooper, Will, Hillegass, William

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Impact of Nutritional Status on COVID‐19‐Induced Olfactory Dysfunction von Mastoloni, Elizabeth M., French, Evan, Coelho, Daniel H., Wilcox, Adam B., Lee, Adam M., Graves, Alexis, Anzalone, Alfred Jerrod, Manna, Amin, Saha, Amit, Olex, Amy, Zhou, Andrea, Williams, Andrew E., Southerland, Andrew, Girvin, Andrew T., Walden, Anita, Sharathkumar, Anjali A., Amor, Benjamin, Bates, Benjamin, Hendricks, Brian, Alexander, Caleb, Bramante, Carolyn, Ward‐Caviness, Cavin, Madlock‐Brown, Charisse, Suver, Christine, Chute, Christopher, Dillon, Christopher, Wu, Chunlei, Schmitt, Clare, Eichmann, David A., Mazzotti, Diego, Brown, Don, Boudreau, Eilis, Hill, Elaine, Zampino, Elizabeth, Pfaff, Emily R., French, Evan, Koraishy, Farrukh M, Prior, Fred, Martin, Greg, Lehmann, Harold, Spratt, Heidi, Mehta, Hemalkumar, Liu, Hongfang, Sidky, Hythem, Hayanga, J.W. Awori, Clark, Jaylyn, Harper, Jeremy Richard, Gagnier, Joel, Saltz, Joel H., Saltz, Joel, Loomba, Johanna, Buse, John, Mathew, Jomol, McMurry, Julie A., Guinney, Justin, Starren, Justin, Bradwell, Katie Rebecca, Walters, Kellie M., Wilkins, Ken, Gersing, Kenneth R., Cato, Kenrick Dwain, Murray, Kimberly, Kostka, Kristin, Pyles, Lee Allan, Deacy, Mariam, Bissell, Mark M., Saltz, Mary Morrison, Palchuk, Matvey B., Haendel, Melissa A., Adams, Meredith, Temple‐O'Connor, Meredith, Morris, Michele, Qureshi, Nabeel, Safdar, Nasia, Sharafeldin, Noha, Sadan, Ofer, Francis, Patricia A., Burgoon, Penny Wung, Payne, Philip R.O., Fuentes, Rafael, Jawa, Randeep, Patel, Rena, Zhu, Richard L., Kamaleswaran, Rishi, Hurley, Robert, Miller, Robert T., Pyarajan, Saiju, Chapman, Scott, O'Neil, Shawn T., Setoguchi, Soko, Hong, Stephanie S., Johnson, Steve, Bennett, Tellen D., Topaloglu, Umit, Subbian, Vignesh, Hernandez, Wenndy, Beasley, Will, Cooper, Will, Hillegass, William, Zhang, Xiaohan Tanner

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Privacy‐preserving record linkage across disparate institutions and datasets to enable a learning health system: The national COVID cohort collaborative (N3C) experience von Tachinardi, Umberto, Grannis, Shaun J., Michael, Sam G., Misquitta, Leonie, Dahlin, Jayme, Sheikh, Usman, Kho, Abel, Phua, Jasmin, Rogovin, Sara S., Amor, Benjamin, Choudhury, Maya, Sparks, Philip, Mannaa, Amin, Ljazouli, Saad, Saltz, Joel, Prior, Fred, Baghal, Ahmen, Gersing, Kenneth, Embi, Peter J.

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Comparative effectiveness of dexamethasone in treatment of hospitalized COVID-19 patients in the United States during the first year of the pandemic: Findings from the National COV... von Zhou, Richard, Johnson, Kaitlyn E, Rousseau, Justin F, Rathouz, Paul J

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COVID-19 outcomes in persons with hemophilia: results from a US-based national COVID-19 surveillance registry von Sharathkumar, Anjali, Wendt, Linder, Srinivasan, Ragha, Chute, Christopher, Chrischilles, Elizabeth, Takemoto, Clifford, Wilcox, Adam B., Lee, Adam M., Graves, Alexis, Anzalone, Alfred (Jerrod), Saha, Amit, Olex, Amy, Zhou, Andrea, Williams, Andrew E., Southerland, Andrew, Walden, Anita, Sharathkumar, Anjali A., Amor, Benjamin, Hendricks, Brian, Alexander, Caleb, Bramante, Carolyn, Suver, Christine, Chute, Christopher, Dillon, Christopher, Wu, Chunlei, Schmitt, Clare, Takemoto, Cliff, Housman, Dan, Gabriel, Davera, Eichmann, David A., Hill, Elaine, Zampino, Elizabeth, Marti, Emily Carlson, Pfaff, Emily R., French, Evan, Koraishy, Farrukh M., Prior, Fred, Martin, Greg, Lehmann, Harold, Spratt, Heidi, Liu, Hongfang, Sidky, Hythem, Hayanga, J. W. Awori, Clark, Jaylyn, Harper, Jeremy Richard, Gagnier, Joel, Saltz, Joel H., Saltz, Joel, Loomba, Johanna, Buse, John, McMurry, Julie A., Guinney, Justin, Starren, Justin, Bradwell, Katie Rebecca, Walters, Kellie M., Gersing, Kenneth R., Murray, Kimberly, Kostka, Kristin, Northington, Lavance, Pyles, Lee Allan, Portilla, Lili, Deacy, Mariam, Clark, Marshall, Saltz, Mary Morrison, Haendel, Melissa A., Adams, Meredith, Temple-O’Connor, Meredith, Morris, Michele, Qureshi, Nabeel, Safdar, Nasia, Garbarini, Nicole, Sharafeldin, Noha, Francis, Patricia A., Burgoon, Penny Wung, Robinson, Peter, Payne, Philip R.O., Jawa, Randeep, Erwin-Cohen, Rebecca, Patel, Rena, Moffitt, Richard A., Zhu, Richard L., Hurley, Robert, Miller, Robert T., Michael, Sam G., Vedula, Satyanarayana, Chapman, Scott, O’Neil, Shawn T., Setoguchi, Soko, Hong, Stephanie S., Johnson, Steve, Bennett, Tellen D., Callahan, Tiffany, Sheikh, Usman, Subbian, Vignesh, Kibbe, Warren A., Hernandez, Wenndy, Beasley, Will, Cooper, Will, Hillegass, William, Zhang, Xiaohan Tanner

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Decreasing Case Fatality Rates for Patients With Cirrhosis Infected With SARS-CoV-2: A National COVID Cohort Collaborative Study von Ge, Jin, Far, Aryana T., Digitale, Jean C., Pletcher, Mark J., Lai, Jennifer C., Wilcox, Adam B., Graves, Alexis, Anzalone, Alfred (Jerrod), Manna, Amin, Saha, Amit, Zhou, Andrea, Girvin, Andrew T., Sharathkumar, Anjali A., Amor, Benjamin, Bates, Benjamin, Hendricks, Brian, Patel, Brijesh, Alexander, Caleb, Ward-Caviness, Cavin, Madlock-Brown, Charisse, Dillon, Christopher, Wu, Chunlei, Schmitt, Clare, Takemoto, Cliff, Housman, Dan, Gabriel, Davera, Brown, Don, Boudreau, Eilis, Zampino, Elizabeth, Marti, Emily Carlson, French, Evan, Koraishy, Farrukh M., Mariona, Federico, Sokos, George, Martin, Greg, Lehmann, Harold, Spratt, Heidi, Hayanga, J.W. Awori, Pincavitch, Jami, Clark, Jaylyn, Islam, Jessica, Ge, Jin, Saltz, Joel H., Saltz, Joel, Loomba, Johanna, Mathew, Jomol, Guinney, Justin, Crowley, Karen, Walters, Kellie M., Wilkins, Ken, Gersing, Kenneth R., Cato, Kenrick Dwain, Murray, Kimberly, Kostka, Kristin, Northington, Lavance, Pyles, Lee Allan, Misquitta, Leonie, Cottrell, Lesley, Portilla, Lili, Deacy, Mariam, Bissell, Mark M., Clark, Marshall, Emmett, Mary, Saltz, Mary Morrison, Palchuk, Matvey B., Haendel, Melissa A., Kurilla, Michael G., Morris, Michele, Safdar, Nasia, Garbarini, Nicole, Sharafeldin, Noha, Sadan, Ofer, Francis, Patricia A., Burgoon, Penny Wung, Robinson, Peter, Fuentes, Rafael, Jawa, Randeep, Erwin-Cohen, Rebecca, Patel, Rena, Moffitt, Richard A., Kamaleswaran, Rishi, Miller, Robert T., Pyarajan, Saiju, Michael, Sam G., Bozzette, Samuel, Mallipattu, Sandeep, Vedula, Satyanarayana, Chapman, Scott, O'Neil, Shawn T., Setoguchi, Soko, Hong, Stephanie S., Johnson, Steve, Callahan, Tiffany, Topaloglu, Umit, Sheikh, Usman, Gordon, Valery, Subbian, Vignesh, Kibbe, Warren A., Beasley, Will, Zhang, Xiaohan Tanner

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Pre-Clinical Common Data Elements for Traumatic Brain Injury Research: Progress and Use Cases von LaPlaca, Michelle C., Huie, J. Russell, Alam, Hasan B., Bachstetter, Adam D., Bayir, Hulya, Bellgowan, Patrick F., Cummings, Diana, Dixon, C. Edward, Ferguson, Adam R., Ferland-Beckham, Chantelle, Floyd, Candace L., Friess, Stuart H., Galanopoulou, Aristea S., Hall, Edward D., Harris, Neil G., Hawkins, Bridget E., Hicks, Ramona R., Hulbert, Lindsey E., Johnson, Victoria E., Kabitzke, Patricia A., Lafrenaye, Audrey D., Lemmon, Vance P., Lifshitz, Carrie W., Lifshitz, Jonathan, Loane, David J., Misquitta, Leonie, Nikolian, Vahagn C., Noble-Haeusslein, Linda J., Smith, Douglas H., Taylor-Burds, Carol, Umoh, Nsini, Vovk, Olga, Williams, Aaron M., Young, Margaret, Zai, Laila J.

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Long-Term Mortality Following SARS-CoV-2 Infection in Rural Versus Urban Dwellers With Autoimmune or Inflammatory Rheumatic Disease: A Retrospective Cohort Analysis From the Nation... von Anzalone, A Jerrod, Jackson, Lesley E, Singh, Namrata, Danila, Maria I, Reisher, Elizabeth, Patel, Rena C, Singh, Jasvinder A

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Thirty-Day Mortality and Complication Rates in Total Joint Arthroplasty After a Recent COVID-19 Diagnosis: A Retrospective Cohort in the National COVID Cohort Collaborative (N3C) von Pincavitch, Jami D., Pisquiy, John J., Wen, Sijin, Bryan, Nicole, Ammons, Jeffrey, Makwana, Priyal, Dietz, Matthew J.

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National Trends in Anticoagulation Therapy for COVID-19 Hospitalized Adults in the United States: Analyses of the National COVID Cohort Collaborative von Lee, Eileen, Bates, Benjamin, Kuhrt, Nathaniel, Andersen, Kathleen M, Visaria, Aayush, Patel, Rachel, Setoguchi, Soko

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Characterizing the impact of SARS-CoV-2 reinfection on surgical outcomes von Li, Cindy Xin Ran, Shaik, Tahseen, Canales, Bethany, Yang, Xin, Szabo, Aniko, Lauer, Kathryn, Gould, Jon, Kothari, Anai N, Verhagen, Nathaniel B

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Risk of severe acute respiratory syndrome coronavirus 2 infection among women with polycystic ovary syndrome von Alur-Gupta, Snigdha, Boland, Mary Regina, Dokras, Anuja, Haendel, Melissa A., Chute, Christopher G., Walden, Anita, Gersing, Kenneth R., Misquitta, Leonie, Burgoon, Penny Wung, Bozzette, Samuel, Deacy, Mariam, Dillon, Christopher, Erwin-Cohen, Rebecca, Garbarini, Nicole, Gordon, Valery, Kurilla, Michael G., Marti, Emily Carlson, Michael, Sam G., Portilla, Lili, Schmitt, Clare, Temple-O'Connor, Meredith, Bennett, Tellen D., Eichmann, David A., Guinney, Justin, Kibbe, Warren A., Liu, Hongfang, Payne, Philip R.O., Pfaff, Emily R., Robinson, Peter N., Saltz, Joel H., Spratt, Heidi, Starren, Justin, Suver, Christine, Wilcox, Adam B., Williams, Andrew E., Wu, Chunlei, Gabriel, Davera, Hong, Stephanie S., Kostka, Kristin, Lehmann, Harold P., Moffitt, Richard A., Morris, Michele, Palchuk, Matvey B., Zhang, Xiaohan Tanner, Zhu, Richard L., Clark, Marshall, Girvin, Andrew T., Lee, Adam M., Miller, Robert T., Walters, Kellie M., Cooper, Will, Francis, Patricia A., Fuentes, Rafael, Graves, Alexis, McMurry, Julie A., Neumann, Andrew J., O'Neil, Shawn T., Sheikh, Usman, Zampino, Elizabeth, Bissell, Mark M., Bradwell, Katie Rebecca, Manna, Amin, Qureshi, Nabeel, Saltz, Mary Morrison, Volz, Andréa M., Bramante, Carolyn, Harper, Jeremy Richard, Hernandez, Wenndy, Koraishy, Farrukh M., Mariona, Federico, Saha, Amit, Vedula, Satyanarayana

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