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Outcome of Preterm Infants with Transient Cystic Periventricular Leukomalacia on Serial Cranial Imaging Up to Term Equivalent Age
Subrata Sarkar, Seetha Shankaran, John Barks, T. Barbara, Abbot R. Laptook, Abhik Das, Namasivayam Ambalavanan, Krisa P. Van Meurs, Edward F. Bell, Pablo J. Sánchez, Susan R. Hintz, Myra H. Wyckoff, Barbara J. Stoll, Waldemar A. Carlo, Alan H. Jobe, Michael S. Caplan, Richard A. Polin, Martin Keszler, William Oh, Betty R. Vohr, Angelita M. Hensman, Barbara Alksninis, Kristin M. Basso, Robert T. Burke, Melinda Caskey, Katharine Johnson, Mary Lenore Keszler, Andrea M. Knoll, Theresa M. Leach, Emilee Little, Elisabeth C. McGowan, Elisa Vieira, Victoria E. Watson, Suzy Ventura, Michele C. Walsh, Avroy A. Fanaroff, Anna Maria Hibbs, Deanne E. Wilson-Costello, Nancy S. Newman, Allison H. Payne, Monika Bhola, Gulgun Yalcinkaya, Harriet Friedman, William E. Truog, Eugenia K. Pallotto, Howard W. Kilbride, Cheri Gauldin, Anne Holmes, Kathy Johnson, Allison Knutson, Kurt Schibler, Edward F. Donovan, Cathy Grisby, Kate Bridges, Barbara D. Alexander, Estelle E. Fischer, Holly L. Mincey, Jody Hessling, Teresa L. Gratton, Lenora Jackson, Kristin Kirker, Greg Muthig, Jean J. Steichen, Stacey Tepe, Marcia Worley Mersmann, Kimberly Yolton, Ronald N. Goldberg, C. Michael Cotten, Ricki F. Goldstein, Patricia L. Ashley, William Malcolm, Kathy J. Auten, Kimberley A. Fisher, Sandra Grimes, Kathryn E. Gustafson, Melody B. Lohmeyer, Joanne Finkle, Matthew M. Laughon, Carl Bose, Janice Bernhardt, Gennie Bose, Diane Warner, Janice Wereszczak, David P. Carlton, Ira Adams‐Chapman, Ellen C. Hale, Yvonne Loggins, Ann M. Blackwelder, Diane I. Bottcher, Colleen Mackie, Rosemary D. Higgins, Stephanie Wilson Archer, Gregory M. Sokol, Brenda B. Poindexter, James A. Lemons, Anna M. Dusick, L.A. Papile, Carolyn Lytle, Abbey C. Hines, Heike M. Minnich, Dianne E. Herron, Lucy Smiley, Susan Gunn, Leslie Dawn Wilson, Kathleen A. Kennedy, Jon E. Tyson, Georgia E. McDavid, Esther Akpa, Julie Arldt-McAlister, Nora I. Alaniz, Katrina Burson, Pamela J. Bradt, Susan Dieterich, Allison G. Dempsey, Andrea F. Duncan, Patricia W. Evans, Claudia I. Franco, Carmen Garcia, Charles Green, Beverly Foley Harris, Margarita Jiminez, Janice John, Patrick M. Jones, Layne M. Lillie, Anna Lis, Terri Major-Kincade, Karen Martin, Sara C. Martin, Brenda H. Morris, Patricia Ann Orekoya, Stacey Reddoch, Shawna Rodgers, Saba Khan Siddiki, Maegan C. Simmons, Daniel K. Sperry, Patti L. Pierce Tate, Laura L. Whitely, Sharon L. Wright, Leif D. Nelin, Sudarshan R. Jadcherla, Patricia Luzader, Christine A. Fortney, Gail E. Besner, Nehal A. Parikh, Dennis Wallace, Marie G. Gantz, W. Kenneth Poole, Margaret M. Crawford, Jenna Gabrio, Betty K. Hastings, Jamie E. Newman, Jeanette O’Donnell Auman, Carolyn M. Petrie Huitema, Kristin M. Zaterka-Baxter, David K. Stevenson, M. Bethany Ball, Marian M. Adams, Alexis S. Davis, Andrew W. Palmquist, Melinda S. Proud, Barbara Bentley, Elizabeth F. Bruno, Maria Elena DeAnda, Anne M. DeBattista, Beth Earhart, Lynne C. Huffman, Jean G. Kohn, Casey E. Krueger, Hali E. Weiss, Ivan D. Frantz, John M. Fiascone, Brenda L. MacKinnon, Anne Furey, Ellen Nylen, Myriam Peralta-Carcelén, Monica V. Collins, Shirley S. Cosby, Fred J. Biasini, Kristen C. Johnston, Kathleen G. Nelson, Cryshelle S. Patterson, Vivien A. Phillips, Sally Whitley, Uday Devaskar, Meena Garg, Isabell B. Purdy, Teresa Chanlaw, Rachel Geller, Neil N. Finer, David Kaegi, Maynard R. Rasmussen, Paul R. Wozniak, Kathy Arnell, Clarence Demetrio, Martha G. Fuller, Chris Henderson, Wade Rich, Yvonne E. Vaucher, Tarah T. Colaizy, Michael J. Acarregui, Jane E. Brumbaugh, Dan L. Ellsbury, John A. Widness, Karen Johnson, Donia B. Campbell, Diane L. Eastman, Nancy J. Krutzfield, Shahnaz Duara, Charles R. Bauer, Ruth Everett‐Thomas, Sylvia Fajardo-Hiriart, Arielle Rigaud, Margarida Calejo, Silvia M. Frade Eguaras, Michelle Harwood Berkowits, Andrea Garcia, Helina Pierre, Alexandra Stoerger, Kristi L. Watterberg, Jean Lowe, Tara L. DuPont, Janell Fuller, Robin K. Ohls, Conra Backstrom Lacy, Rebecca Montman, Barbara Schmidt, Haresh Kirpalani, Sara B. DeMauro, Aasma S. Chaudhary, Soraya Abbasi, Toni Mancini, Dara M. Cucinotta, Judy Bernbaum, Marsha Gerdes, Hallam Hurt, Noah Cook, Carl T. D’Angio, Dale L. Phelps, Ronnie Guillet, Satyan Lakshminrusimha, Julie Babish Johnson, Erica Burnell, Linda J. Reubens, Cassandra A. Horihan, Rosemary L. Jensen, Emily Kushner, Joan Merzbach, Gary J. Myers, Mary Rowan, Holly I.M. Wadkins, Anne Marie Scorsone, Melissa Bowman, Julianne Hunn, Stephanie Guilford, Deanna Maffett, Osman Farooq, Diane Prinzing, Anne Marie Reynolds, Michael G. Sacilowski, Ashley Williams, Karen Wynn, Kelley Yost, William Zorn, Lauren Zwetsch, Luc P. Brion, R. Sue Broyles, Roy J. Heyne, Merle A Ipson, Walid A. Salhab, Charles R. Rosenfeld, Diana M. Vasil, Lijun Chen, Alicia Guzman, Gaynelle Hensley, Jackie F. Hickman, Melissa H. Leps, Susie Madison, Nancy A. Miller, Janet S. Morgan, Lara Pavageau, Cristin Dooley, Elizabeth T. Heyne, Lizette E. Lee, Linda A. Madden, Catherine Twell Boatman, Roger G. Faix, Bradley A. Yoder, Karen A. Osborne, Cynthia Spencer, Kimberlee Weaver-Lewis, Shawna Baker, Karie Bird, Jill Burnett, Michael Steffen, Jennifer J. Jensen, Sarah Winter, Karen Zanetti, T. Michael O’Shea, Robert G. Dillard, Lisa K. Washburn, Barbara G. Jackson, Nancy Peters, Korinne Chiu, Deborah Evans Allred, Donald J. Goldstein, Raquel Halfond, Carroll Peterson, Ellen Waldrep, Cherrie D. Welch, Melissa Whalen Morris, Gail Hounshell, Athina Pappas, Rebecca Bara, Laura A. Goldston, Geraldine Muran, Girija Natarajan, Mary Christensen, Stephanie A. Wiggins, Diane F. White, Richard A. Ehrenkranz, Harris C. Jacobs, Christine G. Butler, Patricia Cervone, Patricia Gettner, Sheila Greisman, Monica Konstantino, JoAnn Poulsen, Elaine Romano, Janet Taft, Joanne Williams
Bibliographic record
VenueThe Journal of Pediatrics · 2018
Typearticle
Languageen
FieldMedicine
TopicNeonatal and fetal brain pathology
Canadian institutionsColumbia College
FundersEunice Kennedy Shriver National Institute of Child Health and Human Development
KeywordsPeriventricular leukomalaciaMedicinePediatricsGestational agePregnancy
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)0.001
metaresearch head score (Gemma)0.000
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 score0.319
Threshold uncertainty score0.364
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| 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 head0.016
GPT teacher head0.282
Teacher spread0.265 · 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
Citations33
Published2018
Admission routes1
Has abstractno