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DIALYSIS. PATHOPHYSIOLOGY AND CLINICAL STUDIES
Jelmer K. Humalda, Solmaz Assa, G. Navis, Casper Franssen, Martin H. de Borst, Hitoshi Ogawa, Yuto Ota, Takayo Watanabe, Y. Watanabe, H Nishii, Atsuhiko Sato, J. Waniewski, M. Debowska, A. Wojcik-Zaluska, A. Ksiazek, W. Zaluska, Carlo Guastoni, C Turri, Letiția Toma, Giuseppe Rombolà, Gianmaria Frattini, Giorgio Romei Longhena, Ugo Teatini, Dimitrie Siriopol, S. Stuard, A. Ciolan, G. Mircescu, Ionuţ Nistor, Adrian Covic, C. L. De Roij Van Zuijdewijn, Isabelle Chapdelaine, M. J. Nube, P. J. Blankestijn, M. L. Bots, S. J. Konings, Marinus A. van den Dorpel, Neelke C. van der Weerd, P. M. Ter Wee, Muriël P.C. Grooteman, P. S. Djuric, A. Jankovic, J. Tosic, S. Bajcetic, T. Damjanovic, J. Popovic, N. Dimkovic, Jovana Marinković, Z. Djuric, Vesna Knežević, Tatjana Lazarević, Stanimir Ljubenović, Rodoljub Marković, Violeta Rabrenović, Ljubica Djukanović, Vesna Radovic Maslarevic, Vinod Mathrani, Peter Drew, J. Chess, A. I. Williams, Sue Robertson, Mahdi Jibani, V. I. Aithal, Mick Kumwenda, Graham Roberts, A. Mikhail, Alicja E. Grzegorzewska, Grzegorz Ostromecki, Adrianna Mostowska, A. Sowi ska, P. Pozna Ski, Hao Wu, H.-Y. Chen, Shih‐Ping Hsu, Mei‐Fen Pai, Ju‐Yeh Yang, Y.-S. Peng, M. Hirose, Takeshi Hasegawa, Nobuharu Kaneshima, F. Sasai, D. Komukai, Kazuto Takahashi, F. Koiwa, K. Shishido, Ashio Yoshimura, G. Selim, O. Stojceva-Taneva, L. Tozija, Pavlina Dzekova‐Vidimliski, L. Trajceska, Z. Petronievic, S. Gelev, V. Amitov, A. Sikole, S. J. Moon, S. Y. Yoon, D. H. Shin, J. E. Lee, Hwa Jung Kim, H.-C. Park, Dimitrios Hadjiyannakos, V. Filiopoulos, G. Loukas, S. Pagonis, Christos Andriopoulos, Athina Drakou, D. Vlassopoulos, Cristina Catarino, Pedro Cunha, S. Ribeiro, P. Rocha-Pereira, F. Reis, Maria Faria, V. Miranda, L. Belo, E. Costa, Alice Santos‐Silva, A. De Mauri, M. Brambilla, D. Chiarinotti, Domenico Lizio, Roberta Matheoud, Novella Conti, M Conte, Alessandro Carriero, M. De Leo, A. V. Karpetas, Pantelis Sarafidis, Panagiotis I. Georgianos, Georgios Koutroumpas, D. Divanis, P. Vakianis, Georgios Tzanis, K. Raptopoulou, Athanase D. Protogerou, Dimitrios Stamatiadis, Christos Syrganis, V. Liakopoulos, G. Efstratiadis, Anastasios N. Lasaridis, M. Tersi, P. Kuczera, Marcin Adamczak, A. Wiecek, Sergio Bove, B. Giacon, R. Corradini, E. Prati, Mario Brognoli, Adalberto Tommasi, L. Sereni, Giuseppe Palladino, H. Moriya, Y. Mochida, Kunihiro Ishioka, Machiko Oka, K. Maesato, S. Hidaka, T. Ohtake, S. Kobayashi, Ailson Pereira de Moura, J. Madureira, Pablo Alija, João Carlos Fernandes, J. G. Oliveira, M. Filgueiras, Leonilde Amado, Margarida Vieira, Jeong‐Ho Seok, H. Y. Choi, S. K. Ha, Hyeong Cheon Park, M. Bossola, Alice Laudisio, M. Antocicco, L. Tazza, Giuseppe Colloca, Matteo Tosato, Giuseppe Zuccalà, Esmée M. Ettema, Johanna Kuipers, Henk Groen, Ron T. Gansevoort, Katrin Stade, S. J. L. Bakker, Sandrine Gaillard, Ralf Westerhuis, J. Bacchetta, K. Couchoud, S. Semlali, A.-L. Sellier-Leclerc, Aurélia Bertholet‐Thomas, R Cartier, P Cochat, Bruno Ranchin, J. C. Kim, K. Park, Charlotte Van Ende, Dunja Wilmes, Frédéric Lecouvet, Laura Labriola, R Cuvelier, G. Van Ingelgem, M. Jadoul, Cojocaru Doriana, P David, F. Capurro, M. Brustia, C. E. Ruva, Stefania Giungi, Enrico Di Stasio, Sandra Lemesch, Bettina Leber, Angela Horvath, W. Ribitsch, G. Schilcher, G Zettel, M Tawdrous, Alexander R. Rosenkranz, Vanessa Stadlbauer, Hiroyuki Matsushima, Atsushi Oyama, E. Bosch Benitez-Parodi, Eduardo Baamonde Laborda, Fátima Batista García, Germán Pérez Suárez, G. Anton Perez, C Canton, Adalberto Gonzalez, M. M. Lago Alonso, M. D. Checa Andres, G. Cobo, Cristina Di Gioia, Rosa Camacho, Concepción García Lacalle, Ortega Marcos O, I. Rodriguez, Juan Carlos Herrero, A. Oliet, Mario Vásquez Ortíz, C. Mon, A. Vigil, P. Gallar, Valentina Pellù, Pier Eugenio Nebiolo, K. Sasaki, S. Yamguchi, A. Hesaka, E. Iwahashi, S. Sakai, T. Fujimoto, S. Minami, Y. Fujita, K. Yokoyama, Evgeny Shutov, G. Ryabinskya, S.V. Lashutin Lashutin, E. Gorelova, Elena Volodicheva, M. Podestà, Giovanni Cancarini, David Cucchiari, Alessandro Montanelli, S. Badalamenti, G. Graziani, Enrico DISTASIO, Ivan Pchelin, А. Н. Шишкин, Yu. Yu. Fedorova, Chih‐Chin Kao, Tzong‐Shinn Chu, Tzung‐Jiun Tsai, Kana Wu, Ming‐Shiou Wu, Vaia D. Raikou, P. Kaisidis, E. Tsamparlis, Panagiotis Georgios Kanellopoulos, J. Boletis, A. Ueda, A. Hirayama, S. Owada, K. Nagai, C. Saito, Kazufumi Yamagata
Bibliographic record
VenueNephrology Dialysis Transplantation · 2014
Typearticle
Languageen
FieldMedicine
TopicDialysis and Renal Disease Management
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsMedicinePathophysiologyDialysisIntensive care medicineHemodialysisInternal medicine
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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.010
Threshold uncertainty score0.034
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.010 | 0.003 |
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 head0.022
GPT teacher head0.316
Teacher spread0.294 · 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 designNot applicable
Domainnot available
GenreReview
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
Citations0
Published2014
Admission routes1
Has abstractno