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Dietary Patterns and Mortality in a Multinational Cohort of Adults Receiving Hemodialysis
Valeria Saglimbene, Germaine Wong, Armando Teixeira‐Pinto, Marinella Ruospo, Vanessa García-Larsen, Suetonia C. Palmer, Patrizia Natale, Katrina L. Campbell, Juan Jesús Carrero, Peter Stenvinkel, Letizia Gargano, Angelo M. Murgo, David W. Johnson, Marcello Tonelli, Rubén Gelfman, Eduardo Celia, Tevfik Ecder, Amparo Bernat, Domingo del Castillo, Delia Timofte, Mariëtta Török, Anna Bednarek-Skublewska, Jan Duława, Paul Stroumza, M. Hansis, Elisabeth Fabricius, Paolo Felaco, Charlotta Wollheim, Jörgen Hegbrant, Jonathan C. Craig, Giovanni FM Strippoli, A. Badino, L. Petracci, Consuelo López Elsa Villareal, Marycruz Soto, Manuel Arias, Francisco Xavier Hernández Vera, Veronica Libertad Mamani Quispe, Steffanía Morales, Denise Rodrigues Bueno, R. Bargna, Gabriel Vallejos Peñaloza, L. Alcalde, Julie-Anne Dayer, Alessandro Milán, N. Centurión, A. Ramos, E. De Orta, S. Menardi, N. Austa Bel, E. Marileo, Nelson Junqueras, C Favalli, R. Trioni, Guido Valle, Mariana Avalos López, Cinzia Marinaro, A. Fernández, Javier Corral, E. Nattiello, Silvia Marone, J. García, Gabriela Carrizo, Palmira Villegas González, O. Delicia, M. Maza, M. Chauque, Josefina Móra, Drago Grbavac, Lucía Garrido López, Mario Alonso, Carlos Iván Zeas Villalba, Marcia Simon, Manuela Cernadas, C. Moscatelli, Inmaculada Ros Vilamajó, C. Tursky, M. Martínez, Flor Magdalena Lozano Villalba, Delia Pereira, Silvia Ferreira Araújo, Hanzel Rodríguez López, Vicente Alonso, Blanco Garazi Vazquez, María Cristina Rapetti, S. Raña, M. Capdevila, C. Ljubich, María Paula Jassir Acosta, Mike Coombes, Veronica D’Oria, María de la Luz Nevárez Ávila, Dante Cáceres, E. Geandet, Candice Romero, E Morales, Cecilia Recalde, M. Casanú, Bruno Lococo, O. Da Cruz, C. Focsaner, D. Galarce, Leonardo Albarracín, Ester Del Vescovo, Marı́a Clara Gravielle, D. Florio, Lea Baumgart, M. S. Corbalán, Victoria Aguilera, Osvaldo Hermida, Claudia Inés Galli, L. Ziombra, S. Frydelund, A. Hardaman, Álvaro Campos Cavalcanti Maciel, Mattia Arrigo, Cristina Mira, Judith Leibovich, R. Paparone, Elmi Muller, A. Malimar, I. Leocadio, Wylman Benavides-De la Cruz, Silvia Tirado, A. Peñalba, Romina B. Cejas, S. Mansilla, Carlos M. Campos, E. Abrego, Patricia Chavez, G. Corpacci, Agustín Ignacio Echavarría, CORINA ENGLER, Peter Vergara, M. Hubeli, G. Redondo, B. Noroña, C. Boriceanu, Murray W. Lankester, J L Poignet, Yannick Saingra, Monica Indreies, Julien Santini, A. EL Mahi, A Robert, T. Merzouk, F. Villemain, Aurélie Pajot, F. Tollis, M. Brahim-Bounab, A. Benmoussa, Sami Albitar, Marie-Claude Guimont, Paul Ciobotaru, Alain P. Guérin, M. Diaconita, Susanne Hoischen, Jörg Saupe, I. Ullmann, Stella Grosser, J. Kunow, S. Grueger, David S. Bischoff, J. Benders, P. Worch, Thiemo Pfab, N. Kamin, Michael Roesch, M May, K. Albert, I. Csaszar, Éva Kiss, Dezider Kosa, Andrea Orosz, J. Redl, Lajos Kovács, E.‐M. Varga, Melinda Zsuzsanna Szabó, Karl P. Magyar, E. Zajko, A. Bereczki, János Csikós, Erika Beáta Kerekes, A. Mike, Kevin Steiner, Elizabeta Nemeth, K. Tolnai, Attila Tóth, J. Vinczene, S.z. Szummer, E. Tanyi, M. Szilvia, N. Sanfilippo, Nicola D'Ambrosio, C. Saturno, Giovanni Matera, Marcello Benevento, Vincenzo Greco, G. Leo, Sergio Papagni, Francesco Alicino, A. Marangelli, F. Pedone, A. Cagnazzo, R. Antinoro, M Sambati, Christopher Donatelli, Francesca Ranieri, Ferruccio Torsello, P.F. Steri, Carla Riccardi, Alessia Flammini, L. Moscardelli, Edda Boccia, Michele Mantuano, R. Di Toro Mammarella, M. Meconizzi, R. Fichera, Angela D’Angelo, G. Latassa, A. Molino, M. Fici, A. Lupo, Giuseppe Montalto, Sonia Messina, C. Capostagno, Giorgio Randazzo, Sabrina Pagano, G. Marino, D. Rallo, Alessio Maniscalco, O.M. Trovato, C G Strano, Andrew J Failla, A. Bua, Salvatore Campo, P. Nasisi, Anna Salerno, S. Laudani, F. Grippaldi, D. Bertino, D.V. Di Benedetto, Adolfo Puglisi, Salvatore Fabio Chiarenza, M. Lentini Deuscit, C.M. Incardona, G. Scuto, C Todaro, A. Dino, Daiana Novello, A. Coco, E Bocheńska-Nowacka, Andrzej Jaroszyński, Józef Drabik, Magdalena Wypych-Birecka, Dorota Daniewska, M Drobisz, Krzysztof Doskocz, Grażyna Wyrwicz-Zielińska, Andrzej Kosicki, Waldemar Ślizień, Przemysław Rutkowski, S. Arentowicz, Stanisław Dzimira, Martyna Grabowska, Janusz Ostrowski, Alicja Całka, T. Grzegorczyk, W. Dżugan, Miroslav Mazur, Marcin Myślicki, M. Piechowska, Dorota Kozicka, V Martins, Larissa Keven França Aguiar, Adriana Mira, Brígida Velez, Tatiana Pinheiro, E. Agapi, Carmen Ardelean, Adriana Baidog, Gabriel Bako, M. Barb, A. Blaga, E. N. Bodurian, Viorica Bumbea, Emanuel Dragan, D. Dumitrache, Liliana Florescu, N. Havasi, S. Hint, Remus Ilieș, Raluca Marian, S.L. Medrihan, L. Mitea, S. Mitea, R. Mocanu, Domenico Moro, Maliha Afroz Nitu, Mihaela Popa, E. Railean, A.R. Scuturdean, K. Szentendrey, Cristina Teodoru, AW Varga, M Garcia, Manuela Olaya, V. V. Abujder, Jeanette Carreras, Adriana Posada López, F. Ros, Genoveva Cuesta, Alejandro García García, E. Orero, Emilio Ros, Sı́lvia Beà, J.L. Pizarro, S. Luengo, Alejandro Romero, Marc Navarro, L. Cermeño, Alina Moraga Rodríguez, Diego Alejandro Calderón López, A. Barrera, Fabiana Montoya, J. Tajahuerce, Manuel Carro, M Cunill, S. Narci, Teresa García Ballester, María José Soler, Sabine Traver, P.P. Buta, L. Cucuiat, L Roşu, Isabel García, C.M. Gavra, R. Gonzalez, S. Filimon, Manuel Peñalver, V. Benages, Manuel Cardo, Eduardo José García, Paul Soler, E. Fernnandez, Florin‐Dan Popescu, Ruben Iacob Munteanu, Elena Tănase, F. Sagau, Joan Daniel Prades, Sylvie Hansel Esteller, Elena González, R. Martínez, Aguilella Diago, J. Torres, Eva Pérez, Concepción García García, Irene Lluch, J. Forcano, M. Fóns, Antonio Rodríguez‐Bertos, N.A. Millán, Javier Fernández, Beatriz Ferreiro, Miguel Arce Otero, V. Pesqueira, S. Abal, Rosa Álvarez, Cristina Jorge, Ignacio Vázquez Rico, J. de Dios Ramiro, L. Duzy, Antonio Buño Soto, José López, Yasmim Victória Loureiro Alvares de Oliveira Sosa Diaz, María Inés Martínez Herrero, Magı́ Farré, C. Blasco, Sara Ferrás, M.J. Agost, Cynthia M. Miracle, J.C. Alonso Farto, Jan Henryk Goch, Krassimir Katzarski, A. Wulcan, H. Akbiber, Hande Arslan, L. Bicen, A. Buyukkiraz, R. Celik, İsmail Doğan, S. Erkalkan, A. Ertas, U. Hark, Esma Iravul, Muhammet Ahmet Karakaya, K. Mengu, Şakir Ongün, Zeynep Ezgi Özkan, Neslihan Özveren, H.M. Sifil, N. Sonmez Turksoz, Zülfükar Yılmaz
Bibliographic record
VenueAmerican Journal of Kidney Diseases · 2019
Typearticle
Languageen
FieldMedicine
TopicDialysis and Renal Disease Management
Canadian institutionsHealth Sciences CentreUniversity of Calgary
Fundersnot available
KeywordsMedicineQuartileHemodialysisCohortCohort studyDialysisProspective cohort studyDemographyInternal medicineConfidence interval
Abstract
No abstract in any covered source. Its absence is recorded, not treated as a negative.
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.050
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
Opus teacher head0.007
GPT teacher head0.260
Teacher spread0.253 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".
Quick stats
Citations15
Published2019
Admission routes1
Has abstractno