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Markers of Successful Extubation in Extremely Preterm Infants, and Morbidity After Failed Extubation
Sanjay Chawla, Girija Natarajan, Seetha Shankaran, Benjamin Carper, Luc P. Brion, Martin Keszler, Waldemar A. Carlo, Namasivayam Ambalavanan, Marie G. Gantz, Abhik Das, Neil Finer, Ronald N. Goldberg, C. Michael Cotten, Rosemary D. Higgins, Alan H. Jobe, Michael S. Caplan, Richard A. Polin, Abbot R. Laptook, William Oh, Angelita M. Hensman, Dan Gingras, Susan Barnett, Sarah E. Lillie, Francis Kim, Dawn Andrews, Kristen Angela, Michele C. Walsh, Avroy A. Fanaroff, Nancy S. Newman, Kurt Schibler, Edward F. Donovan, Vivek Narendran, Kate Bridges, Barbara D. Alexander, Cathy Grisby, Marcia Worley Mersmann, Holly L. Mincey, Jody Hessling, Kathy J. Auten, Kimberly A. Fisher, Katherine A. Foy, Gloria Siaw, Barbara J. Stoll, Susie Buchter, Anthony Piazza, David P. Carlton, Ellen C. Hale, Stephanie Wilson Archer, Brenda B. Poindexter, James A. Lemons, Faithe Hamer, Dianne E. Herron, Lucy Miller, Leslie Dawn Wilson, Mary Anne Berberich, Carol J. Blaisdell, Dorothy B. Gail, James P. Kiley, W. Kenneth Poole, M. Douglas Cunningham, Betty K. Hastings, Amanda R. Irene, Jeanette O’Donnell Auman, Carolyn Petrie Huitema, James W. Pickett, Dennis Wallace, Kristin M. Zaterka-Baxter, Krisa P. Van Meurs, David K. Stevenson, M. Bethany Ball, Melinda S. Proud, Ivan D. Frantz, John M. Fiascone, Anne Furey, Brenda L. MacKinnon, Ellen Nylen, Monica V. Collins, Shirley S. Cosby, Vivien A. Phillips, Maynard R. Rasmussen, Paul R. Wozniak, Wade Rich, Kathy Arnell, Renee Bridge, Clarence Demetrio, Edward F. Bell, John A. Widness, Jonathan M. Klein, Karen Johnson, Shahnaz Duara, Ruth Everett‐Thomas, Kristi L. Watterberg, Robin K. Ohls, Julie Rohr, Conra Backstrom Lacy, Dale L. Phelps, Nirupama Laroia, Linda J. Reubens, Erica Burnell, Pablo J. Sánchez, Charles R. Rosenfeld, Walid A. Salhab, J. R. Allen, Alicia Guzman, Gaynelle Hensley, Melissa H. Lepps, Mélissa Martin, Nancy A. Miller, Araceli Solis, Diana M. Vasil, Kerry Wilder, Kathleen A. Kennedy, Jon E. Tyson, Brenda H. Morris, Beverly Foley Harris, Anna Lis, Sarah K. Martin, Georgia E. McDavid, Patti L. Pierce Tate, Sharon L. Wright, Bradley A. Yoder, Roger G. Faix, Jill Burnett, Jennifer J. Jensen, Karen A. Osborne, Cynthia Spencer, Kimberlee Weaver-Lewis, T. Michael O’Shea, Nancy Peters, Beena G. Sood, Rebecca Bara, Elizabeth Billian, Mary Johnson, Richard A. Ehrenkranz, Harris C. Jacobs, Vineet Bhandari, Pat Cervone, Patricia Gettner, Monica Konstantino, JoAnn Poulsen, Janet Taft
Bibliographic record
VenueThe Journal of Pediatrics · 2017
Typearticle
Languageen
FieldMedicine
TopicNeonatal Respiratory Health Research
Canadian institutionsColumbia College
FundersNational Center for Advancing Translational SciencesNational Center for Research ResourcesEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentNational Heart, Lung, and Blood InstituteNational Institutes of Health
KeywordsMedicineBronchopulmonary dysplasiaFraction of inspired oxygenIntubationAnesthesiaContinuous positive airway pressureGestational ageApgar scoreRandomized controlled trialPeak inspiratory pressureMean airway pressureMechanical ventilationSurgeryPregnancyRespiratory systemTidal volumeInternal 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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation 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 score0.067
Threshold uncertainty score0.258
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 head0.039
GPT teacher head0.354
Teacher spread0.315 · 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 teacher head, 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
Citations166
Published2017
Admission routes1
Has abstractno