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Neonatal Outcomes of Very Low Birth Weight and Very Preterm Neonates: An International Comparison
Prakesh S. Shah, Kei Lui, Gunnar Sjörs, Lucia Mirea, Brian Reichman, Mark Adams, Neena Modi, Brian A. Darlow, Satoshi Kusuda, Junmin Yang, Stellan Håkansson, Rintaro Mori, Dirk Bassler, J. Figueras Aloy, Shoo K. Lee, Nadia Badawi, P. B. MARSHALL, P. D. Craven, Karen Simmer, Jacqueline Stack, Dan Casalaz, Elizabeth Carse, Lucy Cooke, V. Shingde, David Cartwright, Rod W. Hunt, Charles Kilburn, Peter A. Dargaville, Mary Paradisis, Ingrid Rieger, Carl A Kuschel, Andrew Numa, Hazel Carlisle, Guan Koh, Chad Andersen, Melissa Luig, Nicola Austin, Roland Broadbent, Lindsay Mildenhall, Malcolm Battin, D Bourchier, Vaughan Richardson, Anne Synnes, Nicole Rouvinez-Bouali, Barbara Bulleid, Wendy Yee, Nalini Singhal, Adele Harrison, Cherrie Tan-Dy, Sandesh Shivananda, Kenneth Tan, Andrew James, Molly Seshia, Keith J. Barrington, Françine Lefebvre, Doug McMillan, Wayne L. Andrews, Lajos Kovács, Kimberly Dow, Maxine Clarke, Patricia Riley, Arne Ohlsson, Khalid Aziz, Abraham Peliowski, Zenon Cieslak, Todd Sorokan, Zarin Kalapesi, Abraham Ninan, Koravangattu Sankaran, Daniel Faucher, Gerarda Cronin, Roderick Canning, Orlando da Silva, David I. Lee, Cecil Ojah, Michael Dunn, Eli Heymann, Shmuel Zangen, Amir Kushnir, Francis B. Mimouni, David Bader, Avi Rothschild, Zipora Strauss, Clari Felszer, Jamalia Jeryes, Smadar Even Tov‐Friedman, Benjamin Bar‐Oz, Michaël Feldman, Nizar Saad, Orna Flidel‐Rimon, Meir Weisbrod, Daniel Lubin, Ita Litmanovitz, Shraga Blazer, Eric S. Shinwell, Leah Sirota, Yousif Nijim, Agneta Golan, Dror Mandel, Vered Fleisher‐Sheffer, David Kohelet, Lev Bakhrakh, Satoshi Hattori, Shohei Konishi, Takasuke Amizuka, T Kasai, Ritsuko Takahasi, Hirokazu Arai, Maki Sato, Yayoi Miyazono, Junichi Shimizu, Hiroshi Suzumura, Yumi Kono, Takahiro Inoue, Hiroshi Miyabayashi, Hisanori Sobajima, Rika Ishiguro, Hiroyuki Sato, Satsuki Totsu, Nozomi Ishii, Shigeharu Hosono, Mika Shiraishi, Humihiro Miura, Atsushi Nakao, Hitoshi Yoda, Mitsumasa Shimizu, Kazuo Seki, Yasuhumi Itani, Keiji Suzuki, Atsushi Nemoto, Tomohiko Nakamura, Masaki Wada, Yoshihisa Nagayama, Osamu Numata, Takeshi Futatani, Yasuhisa Ueno, Kazuyuki Iwai, Yoshinori Kono, Shigeru Ooki, Yusuke Nakazawa, Chizuko Suzuki, Taihei Tanaka, Motoki Bonno, Kenji Nakamura, Minako Kihara, Hiroyuki Sano, Atsushi Shiraishi, Atsushi Ohashi, Hiroyuki Ichiba, Kiyoaki Sumi, Seiji Yoshimoto, Yukihiro Takahashi, Takahiro Okutani, Masumi Miura, Fumihide Kato, Shinichi Watabe, Misao Kageyama, Rie Fukuhara, Michiko Hayashitani, Keiko Hasegawa, Kosuke Koyano, Shoko Kobayashi, Shinosuke Akiyoshi, Yusei Nakata, Takeshi Kanda, Hisano Tadashi, Hiroshi Kanda, Masaki Nakamura, Naoko Matsumoto, Masayuki Ochiai, Mikihiro Aoki, Akihiko Kawase, Koichi Iida, Chie Ishihara, Moriyasu Kohama, Ma José Fernández Seara, José Ma Fraga Bermúdez, Andrés Martínez Gutiérrez, María Mercedes Martínez Ayúcar, Carolina Vizcaíno Díaz, J. L. Quiles Durá, María González Santacruz, M.A. Feret Siguile, Adela Fernández, Belén Fernández Colomer, Enrique García López, Josep Figuera Aloy, Francesc Botet, Israel Anquela Sanz, Elisenda Moliner Calderón, A. Natal Pujol, Alicia Mirada Vives, Martín Iriondo Sanz, Roser Porta, Eva Capdevila Cogul, Laura Castells Vilella, Bruno Alonso Álvarez, José María Montero Macarro, Ana Raquel Barrio Sacristán, Ma Jesús López Cuesta, Ortiz Tardío, Eugenia Valls Sánchez Puerta, Isabel Benavente‐Fernández, Juan Mena Romero, María Dolores Martinez Gimenez, Ramón Aguilera Olmos, Ricardo Tosca Segura, J. Cabañas, Ma Dolores Huertas Muñoz, Alberto Trujillo, Luis Fidel Moltó Ripoll, José Suazo, Ana Elena Aldea Romero, Luis Paisán Grisolía, Ana Isabel Garrido Ocaña, Eduardo García Soblechero, Ma Yolanda Ruiz del Prado, Inés Esteba Díez, Gema E. González-Luis, Fermín García‐Muñoz Rodrigo, E. Álvaro Iglesias, Fernando Fernandez Calvo, Eduard Solé Mir, Jordi Garcia Martí, Roberto Ortiz Movilla, Lucía Cabanillas Vilaplana, Marta García San Miguel, Isabel Llana Martín, María Fernanda Lara Díaz, J. Pérez Rodríguez, Sofía P. Salas, Carmen Muñoz Labián, Carmen González Armengod, Laura Domingo Comeche, Tomás Sánchez‐Tamayo, Manuel García del Río, José Ángel Alonso Gallego, José María Lloreda García, Javier Vilas González, Ocampo, Nieves Balado Insunza, Pilar González, Mercedes Granero Asencio, Antonia López Sanz, Carmen Macías Díaz, Araceli Ferrari Cortés, Pedro Amadeo Fuster Jorge, Santiago López Mendoza, Sabina Romero Ramírez, M. Font, Alicia de Ureta Huertas, A. Arroyos Plana, Javier Estañ-Capell, V Roqués, F Morcillo, Sara Marín, María Fernanda Omaña, Gabriel Iturriaga, Jiri Kofron, Katarina Strand Brodd, Andreas Odlind, Lars Alberg, Sofia Arwehed, Eva Engström, Anna Kasemo, C. K. Ekelund, Lars Åhman, Fredrik Ingemarsson, Laura Österdahl, Pernilla Thurn, Eva Albinsson, Bo Selander, Fredrik Lundberg, Ingela Heimdahl, Ola Hafström, Erik Wejryd, Johanna Kuusima-Löfbom, Ellen-Elisabeth Lund, Annelie Thorén, Boubou Hallberg, Eva Berggren-Broström, Torbjörn Hertzberg, Björn Stjernstedt, Johan Robinson, Aijaz Farooqi, Erik Normann, Magnus Fredriksson, Anders Palm, Åsa Hedblom, Kenneth Sjöberg, Leif Thorbjörnsson, Andreas Ohlin, Rein Florell, Agneta Smedsaas‐Löfvenberg, Philipp Meyer, Claudia Anderegg, Sven Schulzke, Mathias Nelle, Bendicht Wagner, W. Bär, Grégoire Kaczala, Riccardo Pfister, Jean‐François Tolsa, Matthias Roth, Thomas M. Berger, Bernhard Laubscher, Andreas Malzacher, John P. Micallef, Lukas Hegi, Romaine Arlettaz, Vera Bernet, Santanu Bag, Jonathan Kefas, Oliver Rackham, Arumugavelu Thirumurgan, Bill Yoxall, Tim McBride, Delyth Webb, Laweh Amegavie, Ahmed Ali Hassan, Priyadarshan Ambadkar, Mark Dyke, Seif Babiker, Susan Rubin, Amanda Ogilvy‐Stuart, Nagesh Panasa, Paul Settle, Jonathan Moise, Ngozi Edi-Osagie, Carrie Heal, Jacqeline Birch, Abdul Hasib, Aung Soe, Niraj Kumar, Hamudi Kisat, Vimal Vasu, M. Rol De Lama, Richa Gupta, Chris Rawlingson, Tim Wickham, Karin Schwarz, Van Sommen, Sara Watkin, Aashish Gupta, Narendra Aladangady, Imdad Ali, Lesley Alsford, Khalid Mannan, Ebel Rainer, Nicholas Wilson, Mark R. Thomas, Ramnik Mathur, Michele Cruwys, Sunit Godambe, Timothy Watts, Jauro Kuna, John Chang, Jon Filkin, Charlotte Huddy, Ruth Shephard, Krzystof Zieba, P. S. S. Rao, Andrew Currie, Azhar Manzoor, Munir Ahmed, Phil Simmons, J A Nycyk, Andrew Gallagher, Chrisantha Halahakoon, Sanjeev Deshpande, Anand Mohite, Kate Palmer, Alan T. Gibson, Mehdi Garbash, Mithilesh Lal, Majd Abu-Harb, Róisín McKeon-Carter, Michael Selter, Paul Munyard, Vaughan A. Lewis, Mala Raman, Graham Whincup, Abdus Mallik, Philip Amess, C. Godden, Peter Reynolds, Indranil Misra, Naveen Shettihalli, Peter De Halpert, Sanjay Salgia, Rekha Sanghavi, R Wigfield, Abby Deketelaere, Minesh Khashu, Michael Hall, Charlotte Groves, Nick Brown, Nick Brennan, Katia Vamvakiti, Mal Ratnayaka, Simon Pirie, Stephen Jones, Paul Mannix, David Harding, Megan Eaton, David Gibson, Lawrence Miall
Bibliographic record
VenueThe Journal of Pediatrics · 2016
Typearticle
Languageen
FieldMedicine
TopicNeonatal Respiratory Health Research
Canadian institutionsMount Sinai Hospital
FundersCanadian Institutes of Health ResearchNational Institute for Health and Care Research
KeywordsMedicineBronchopulmonary dysplasiaRetinopathy of prematurityOdds ratioPopulationPediatricsLow birth weightBirth weightGestational ageLogistic regressionDemographyIntraventricular hemorrhagePregnancyInternal medicineEnvironmental health
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)0.004
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 score0.003
Threshold uncertainty score0.008
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 head0.034
GPT teacher head0.358
Teacher spread0.323 · 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
Citations247
Published2016
Admission routes2
Has abstractno