Can Ensembling Preprocessing Algorithms Lead to Better Machine Learning Fairness? by Badran, Khaled, Cote, Pierre-Olivier, Kolopanis, Amanda, Bouchoucha, Rached, Collante, Antonio, Costa, Diego Elias, Shihab, Emad, Khomh, Foutse

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Can Ensembling Pre-processing Algorithms Lead to Better Machine Learning Fairness? by Badran, Khaled, Côté, Pierre-Olivier, Kolopanis, Amanda, Bouchoucha, Rached, Collante, Antonio, Diego Elias Costa, Shihab, Emad, Khomh, Foutse

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Efficacy and Safety of Ixekizumab in the Treatment of Radiographic Axial Spondyloarthritis: Sixteen‐Week Results From a Phase III Randomized, Double‐Blind, Placebo‐Controlled Trial... by Deodhar, Atul, Poddubnyy, Denis, Pacheco‐Tena, Cesar, Salvarani, Carlo, Lespessailles, Eric, Rahman, Proton, Järvinen, Pentti, Sanchez‐Burson, Juan, Gaffney, Karl, Lee, Eun Bong, Krishnan, Eswar, Santisteban, Silvia, Li, Xiaoqi, Zhao, Fangyi, Carlier, Hilde, Reveille, John D., Antolini, Christopher, Azevedo, Valderilio, Barkham, Magnus, Rodriguez, Aaron Alejandro Barrera, Berman, Alberto, Blicharski, Tomasz, Brzezicki, Jan, Burmester, Gerd, Carrio, Judith, Collantes, Eduardo, Combe, Bernard, Cons‐Molina, Fidencio, Cortes‐Maisonet, Gregorio, Dudek, Anna, Barragan, Sergio Duran, Elkayam, Ori, Flint, Kathleen, Galeazzi, Mauro, Gaylis, Norman, Goddard, David, Fernandez, Carlos Gonzalez, Goupille, Philippe, Masmitja, Jordi Gratacos, Greenwald, Maria, Gremese, Elisa, Hong, Seung Jae, Howell, Mary, Hrycaj, Pawel, Ince, Akgun, Ju, Ji Hyeon, Kaine, Jeffrey, Kang, Seong Wook, Keiserman, Mauro, Kim, Tae‐Hwan, Kivitz, Alan, Klein, Steven, Kremer, Joel, Lee, Sang Heon, Lee, Chang Keun, Lee, Sang‐Hoon, Lidman, Roger, Loveless, James, Lucero, Eleonora, Cocco, Jose Maldonado, Marcolino, Flora, Mariette, Xavier, Mehta, Daksha, Morin, Frederic, Moscovici, Yolanda, Mueller, Eric, Mysler, Eduardo, Blasco, Francisco Navarro, Nguyen, Minh, Pantojas, Carlos, Park, Min‐Chan, Jesus, Amarilis Perez‐De, Peters, Eric, Plebanski, Rafal, Querubin, Roel, Remus, Cesar Ramos, Reitblat, Tatiana, Rivera, Tania, Rodriguez, Juan Cruz Rizo, Sayers, Michael, Scotton, Antonio, Scoville, Craig, Shaw, David, Shin, Kichul, Singhal, Atul, Skinner, Cassandra, Soto‐Raices, Oscar, Soubrier, Martin, Szymanska, Malgorzata, Thai, Christine, Sande, Marleen, Wells, Alvin, Wojciechowski, Rafal, Xavier, Ricardo, Ximenes, Antonio, Zisman, Devy

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A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome by Soret, Perrine, Le Dantec, Christelle, Desvaux, Emiko, Foulquier, Nathan, Chassagnol, Bastien, Hubert, Sandra, Jamin, Christophe, Barturen, Guillermo, Desachy, Guillaume, Devauchelle-Pensec, Valérie, Boudjeniba, Cheïma, Cornec, Divi, Saraux, Alain, Jousse-Joulin, Sandrine, Barbarroja, Nuria, Rodríguez-Pintó, Ignasi, De Langhe, Ellen, Beretta, Lorenzo, Chizzolini, Carlo, Kovács, László, Witte, Torsten, Bettacchioli, Eléonore, Buttgereit, Anne, Makowska, Zuzanna, Lesche, Ralf, Borghi, Maria Orietta, Martin, Javier, Courtade-Gaiani, Sophie, Xuereb, Laura, Guedj, Mickaël, Moingeon, Philippe, Alarcón-Riquelme, Marta E., Laigle, Laurence, Pers, Jacques-Olivier

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Mechanical Thrombectomy Global Access For Stroke (MT-GLASS): A Mission Thrombectomy (MT-2020 Plus) Study by Asif, Kaiz S., Otite, Fadar O., Desai, Shashvat M., Herial, Nabeel, Inoa, Violiza, Al-Mufti, Fawaz, Jadhav, Ashutosh P., Dmytriw, Adam A., Castonguay, Alicia, Khandelwal, Priyank, Potter-Vig, Jennifer, Szeder, Viktor, Kulman, Tanzila, Urrutia, Victor, Masoud, Hesham, Toth, Gabor, Limaye, Kaustubh, Aroor, Sushanth, Brinjikji, Waleed, Rai, Ansaar, Pandian, Jeyaraj, Gebreyohanns, Mehari, Leung, Thomas, Mansour, Ossama, Demchuk, Andrew M., Huded, Vikram, Martins, Sheila, Zaidat, Osama, Huo, Xiaochuan, Campbell, Bruce, Sylaja, P.N., Miao, Zhongrong, Saver, Jeffrey, Ortega-Gutierrez, Santiago, Yavagal, Dileep R.

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Association of Combined Anti‐Ro52/TRIM21 and Anti‐Ro60/SSA Antibodies With Increased Sjögren Disease Severity Through Interferon Pathway Activation by Bettacchioli, Eléonore, Saraux, Alain, Tison, Alice, Cornec, Divi, Dueymes, Maryvonne, Foulquier, Nathan, Hillion, Sophie, Roguedas‐Contios, Anne‐Marie, Benyoussef, Anas‐Alexis, Alarcon‐Riquelme, Marta E., Pers, Jacques‐Olivier, Devauchelle‐Pensec, Valérie, Beretta, Lorenzo, Vigone, Barbara, Pers, Jacques‐Olivier, Saraux, Alain, Devauchelle‐Pensec, Valérie, Cornec, Divi, Jousse‐Joulin, Sandrine, Lauwerys, Bernard, Ducreux, Julie, Maudoux, Anne‐Lise, Vasconcelos, Carlos, Tavares, Ana, Neves, Esmeralda, Faria, Raquel, Brandão, Mariana, Campar, Ana, Marinho, António, Farinha, Fátima, Almeida, Isabel, González‐Gay, Miguel Ángel, Blanco Alonso, Ricardo, Corrales Martínez, Alfonso, Cervera, Ricard, Rodríguez‐Pintó, Ignasi, Espinosa, Gerard, Lories, Rik, De Langhe, Ellen, Hunzelmann, Nicolas, Belz, Doreen, Witte, Torsten, Baerlecken, Niklas, Stummvoll, Georg, Zauner, Michael, Lehner, Michaela, Collantes, Eduardo, Ortega‐Castro, Rafaela, Aguirre‐Zamorano, Angeles, Escudero‐Contreras, Alejandro, Castro‐Villegas, Carmen, Jiménez Gómez, Yolanda, Ortego, Norberto, Concepción Fernández Roldán, María, Raya, Enrique, Jiménez Moleón, Inmaculada, Ramon, Enrique, Quintero, Isabel Díaz, Meroni, Pier Luigi, Gerosa, Maria, Schioppo, Tommaso, Artusi, Carolina, Chizzolini, Carlo, Dufour, Aleksandra, Wynar, Donatienne, Kovács, Laszló, Balog, Attila, Deák, Magdolna, Dulic, Sonja, Kádár, Gabriella, Hiepe, Falk, Gerl, Velia, Thiel, Silvia, Rodriguez Maresca, Manuel, López‐Berrio, Antonio, Aguilar‐Quesada, Rocío, Navarro‐Linares, Héctor, Ioannou, Yiannis, Chamberlain, Chris, Marovac, Jacqueline, Alarcón Riquelme, Marta, Gomes Anjos, Tania, Beretta, Lorenzo, Pers, Jacques‐Olivier, Saraux, Alain, Vasconcelos, Carlos, Cervera, Ricard, Rodríguez‐Pintó, Ignasi, Lories, Rik, De Langhe, Ellen, Witte, Torsten, Collantes, Eduardo, Ortega‐Castro, Rafaela, Jiménez Gómez, Yolanda, Chizzolini, Carlo, Kovács, Laszló

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Non-inferiority of dose reduction versus standard dosing of TNF-inhibitors in axial spondyloarthritis by Gratacós, Jordi, Pontes, Caridad, Juanola, Xavier, Sanz, Jesús, Torres, Ferran, Avendaño, Cristina, Vallano, Antoni, Calvo, Gonzalo, de Miguel, Eugenio, Sanmartí, Raimon

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A Genome‐Wide Association Study Suggests New Susceptibility Loci for Primary Antiphospholipid Syndrome by Casares‐Marfil, Desiré, Martínez‐Bueno, Manuel, Borghi, Maria Orietta, Pons‐Estel, Guillermo, Beretta, Lorenzo, Vigone, Barbara, Pers, Jacques‐Olivier, Saraux, Alain, Devauchelle‐Pensec, Valérie, Cornec, Divi, Jousse‐Joulin, Sandrine, Lauwerys, Bernard, Ducreux, Julie, Maudoux, Anne‐Lise, Vasconcelos, Carlos, Tavares, Ana, Neves, Esmeralda, Faria, Raquel, Brandão, Mariana, Campar, Ana, Marinho, António, Farinha, Fátima, Almeida, Isabel, Gonzalez‐Gay, Miguel Angel, Blanco Alonso, Ricardo, Corrales Martínez, Alfonso, Cervera, Ricard, Rodríguez‐Pintó, Ignasi, Espinosa, Gerard, Lories, Rik, De Langhe, Ellen, Hunzelmann, Nicolas, Belz, Doreen, Witte, Torsten, Baerlecken, Niklas, Stummvoll, Georg, Zauner, Michael, Lehner, Michaela, Collantes, Eduardo, Ortega‐Castro, Rafaela, Aguirre‐Zamorano, Mª Angeles, Escudero‐Contreras, Alejandro, Castro‐Villegas, Mª Carmen, Jiménez Gómez, Yolanda, Ortego, Norberto, Fernández Roldán, María Concepción, Raya, Enrique, Jiménez Moleón, Inmaculada, Ramon, Enrique, Quintero, Isabel Díaz, Meroni, Pier Luigi, Gerosa, Maria, Schioppo, Tommaso, Artusi, Carolina, Chizzolini, Carlo, Dufour, Aleksandra, Wynar, Donatienne, Kovács, Laszló, Balog, Attila, Deák, Magdolna, Bocskai, Márta, Dulic, Sonja, Kádár, Gabriella, Hiepe, Falk, Gerl, Velia, Thiel, Silvia, Rodriguez Maresca, Manuel, López‐Berrio, Antonio, Aguilar‐Quesada, Rocío, Navarro‐Linares, Héctor, Ioannou, Yiannis, Chamberlain, Chris, Marovac, Jacqueline, Alarcón‐Riquelme, Marta, Gomes Anjos, Tania, Reales, Guillermo, Zuo, Yu, Espinosa, Gerard, Radstake, Timothy, Hoogen, Lucas L., Wallace, Chris, Guthridge, Joel, James, Judith A, Cervera, Ricard, Meroni, Pier Luigi, Martin, Javier, Knight, Jason S., Alarcón‐Riquelme, Marta E., Sawalha, Amr H.

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Integrative epigenomics in Sjögren´s syndrome reveals novel pathways and a strong interaction between the HLA, autoantibodies and the interferon signature by Teruel, María, Barturen, Guillermo, Martínez-Bueno, Manuel, Castellini-Pérez, Olivia, Barroso-Gil, Miguel, Povedano, Elena, Kerick, Martin, Català-Moll, Francesc, Makowska, Zuzanna, Buttgereit, Anne, Pers, Jacques-Olivier, Marañón, Concepción, Ballestar, Esteban, Martin, Javier, Carnero-Montoro, Elena, Alarcón-Riquelme, Marta E.

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Standardization procedure for flow cytometry data harmonization in prospective multicenter studies by Le Lann, Lucas, Jouve, Pierre-Emmanuel, Alarcón-Riquelme, Marta, Jamin, Christophe, Pers, Jacques-Olivier

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IgM antibodies against malondialdehyde and phosphorylcholine in different systemic rheumatic diseases by Thiagarajan, Divya, Oparina, Nina, Lundström, Susanna, Zubarev, Roman, Sun, Jitong, Alarcon-Riquelme, Marta, Frostegård, Johan

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Serum profiling identifies CCL8, CXCL13, and IL-1RA as markers of active disease in patients with systemic lupus erythematosus by Lindblom, Julius, Beretta, Lorenzo, Borghi, Maria Orietta, Alarcón-Riquelme, Marta E, Parodis, Ioannis

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Interferon and B-cell Signatures Inform Precision Medicine in Lupus Nephritis by Parodis, Ioannis, Lindblom, Julius, Toro-Domínguez, Daniel, Beretta, Lorenzo, Borghi, Maria O., Castillo, Jessica, Carnero-Montoro, Elena, Enman, Yvonne, Mohan, Chandra, Alarcón-Riquelme, Marta E., Barturen, Guillermo, Nikolopoulos, Dionysis, Beretta, Lorenzo, Vigone, Barbara, Pers, Jacques-Olivier, Saraux, Alain, Devauchelle-Pensec, Valérie, Cornec, Divi, Jousse-Joulin, Sandrine, Lauwerys, Bernard, Ducreux, Julie, Maudoux, Anne-Lise, Vasconcelos, Carlos, Tavares, Ana, Neves, Esmeralda, Faria, Raquel, Brandão, Mariana, Campar, Ana, Marinho, António, Farinha, Fátima, Almeida, Isabel, Gonzalez-Gay Mantecón, Miguel Angel, Alonso, Ricardo Blanco, Martínez, Alfonso Corrales, Cervera, Ricard, Rodríguez-Pintó, Ignasi, Espinosa, Gerard, Lories, Rik, De Langhe, Ellen, Hunzelmann, Nicolas, Belz, Doreen, Witte, Torsten, Baerlecken, Niklas, Stummvoll, Georg, Zauner, Michael, Lehner, Michaela, Collantes, Eduardo, Ortega-Castro, Rafaela, Aguirre-Zamorano, Ma Angeles, Escudero-Contreras, Alejandro, Castro-Villegas, Ma Carmen, Ortego, Norberto, Fernández Roldán, María Concepción, Raya, Enrique, Moleón, Inmaculada Jiménez, de Ramon, Enrique, Quintero, Isabel Díaz, Meroni, Pier Luigi, Gerosa, Maria, Schioppo, Tommaso, Artusi, Carolina, Chizzolini, Carlo, Zuber, Aleksandra, Wynar, Donatienne, Kovács, Laszló, Balog, Attila, Deák, Magdolna, Bocskai, Márta, Dulic, Sonja, Kádár, Gabriella, Hiepe, Falk, Gerl, Velia, Thiel, Silvia, Maresca, Manuel Rodriguez, López-Berrio, Antonio, Aguilar-Quesada, Rocío, Navarro-Linares, Héctor

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Molecular subtypes explain lupus epigenomic heterogeneity unveiling new regulatory genetic risk variants by Castellini-Pérez, Olivia, Povedano, Elena, Barturen, Guillermo, Martínez-Bueno, Manuel, Iakovliev, Andrii, Kerick, Martin, López-Domínguez, Raúl, Marañón, Concepción, Martín, Javier, Ballestar, Esteban, Borghi, María Orietta, Qiu, Weiliang, Zhu, Cheng, Shankara, Srinivas, Spiliopoulou, Athina, de Rinaldis, Emanuele, Carnero-Montoro, Elena, Alarcón-Riquelme, Marta E.

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Mosquito alert: leveraging citizen science to create a GBIF mosquito occurrence dataset by Južnič-Zonta, Živko, Sanpera-Calbet, Isis, Eritja, Roger, Palmer, John R B, Escobar, Agustí, Garriga, Joan, Oltra, Aitana, Richter-Boix, Alex, Schaffner, Francis, Della Torre, Alessandra, Miranda, Miguel Ángel, Koopmans, Marion, Barzon, Luisa, Bartumeus Ferre, Frederic

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Evaluation of the impact of nursing clinics in the rheumatology services by Muñoz-Fernández, Santiago, Aguilar, Ma Dolores, Rodríguez, Amparo, Almodóvar, Raquel, Cano-García, Laura, Gracia, Luís Antonio, Román-Ivorra, José A., Rodríguez, J. Ramón, Navío, Teresa, Lázaro, Pablo

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Demyelinating Disease in Patients Treated with TNF Antagonists in Rheumatology: Data from BIOBADASER, a Pharmacovigilance Database, and a Systematic Review by Cruz Fernández-Espartero, María, MD, Pérez-Zafrilla, Beatriz, BSc, Naranjo, Antonio, MD, Esteban, Carmen, MD, Ortiz, Ana M., MD, PhD, Gómez-Reino, Juan J., MD, PhD, Carmona, Loreto, MD, PhD

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Listeria monocytogenes infection in patients with rheumatic diseases on TNF-alpha antagonist therapy : the Spanish Study Group experience by PENA-SAGREDO, J. L, HERNANDEZ, M. V, FERNANDEZ-LLANIO, N, GIMENEZ-UBEDA, E, MUNOZ-FERNANDEZ, S, ORTIZ, A, GONZALEZ-GAY, M. A, FARINAS, M. C

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