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SYNTAX Score and Long-Term Outcomes
Fumiaki Ikeno, Maria M. Brooks, Kaori Nakagawa, Min-Kyu Kim, Hideaki Kaneda, Yoshiaki Mitsutake, Helen Vlachos, Leonard Schwartz, Robert L. Frye, Sheryl F. Kelsey, Katsuhisa Waseda, Mark A. Hlatky, Katherine M. Detre, Trevor J. Orchard, Stephen B. Thomas, Kim Sutton Tyrrell, Jamal S. Rana, Frani Averbach, Joan M. MacGregor, Scott M. O’Neal, Kathleen Pitluga, Veronica Sansing, Mary Tranchine, Sharon Crow, Regina M. Hardison, Kevin E. Kip, M. Lombardero, Jiang Lu, Sue Janiszewski, Darina Protivnak, Sarah Reiser, Stephen Barton, Ping Guo, Yulia Kushner, Owen Michael, Jeffrey P. Martin, Christopher Kania, Michael Kania, Jeffrey A. O’Donnell, Rae Ann Maxwell, Suzanne Goldberg, Yves Rosenberg, Patrice Desvigne‐Nickens, Abby G. Ershow, David Gordon, Dina N. Paltoo, Teresa L.Z. Jones, Whady Hueb, José Antônio Franchini Ramires, Neuza Lopes, B L Wajchenberg, Eulógio E. Martinez, Sérgio Almeida de Oliveira, Expedito E. Ribeiro, Marcos Perin, Roberto Betti, George Steiner, Alan Barolet, Yolanda Groenewoud, Lisa Mighton, Kathy Camelon, Robert A. O’Rourke, Janet C. Blodgett, Edward Y. Sako, Judith Nicastro, R.J. Prescott, Charanjit S. Rihal, Frank P. Kennedy, Gregory W. Barsness, Amanda Basu, Alfredo L. Clavell, David R. Holmes, Amir Lerman, Charles Mullaney, Guy S. Reeder, Robert A. Rizza, Hartzell V. Schaff, Steven A. Smith, Virend K. Somers, Thoralf M. Sundt, Henry H. Ting, R. Scott Wright, Pam Helgemoe, Diane Lesmeister, Deborah Rolbiecki, Luis Lepe-Montoya, Jorge Escobedo, Rafael Barraza, Rubén Baleón, Arturo Campos, Paula Carmona García, Carlos Lezama, Carlos Miramontes, Salvador Ocampo, Joaquín V. Peñafiel, Aquiles Valdespino, Raúl Verdín, Héctor Albarrán, Fernando Ayala, Eduardo Ticona, H Murillo, Luisa Virginia Buitrón, Beatriz Rico-Verdin, Fabiola Angulo, Dale Adler, A A Halle, Faramarz Ismail‐Beigi, Suvinay Paranjape, Stacey Mazzurco, Karen Ridley, Kodangudi B. Ramanathan, Solomon Solomon, Barry M. Wall, Darryl Weinman, Tammy Touchstone, Lillie Douglas, Martial G. Bourassa, Jean‐Claude Tardif, Jean‐Louis Chiasson, Marc Andre Lavoie, Rémi Rabasa‐Lhoret, H Langelier, Suzy Foucher, Johanne Trudel, Scott Monrad, Vankeepuram Srinivas, Joel Zonszein, Jill P. Crandall, Helena Duffy, Eugen Vartolomei, Spencer King, Carl Jacobs, David Robertson, Marty H. Porter, Melanie Eley, Emmalee Nichols, Jennifer LaCorte, Melinda Mock, William J. Rogers, Fernando Ovalle, David S.H. Bell, Vijay K. Misra, William B. Hillegass, Raed Aqel, Penny F. Pierce, Melanie Smith, Leah Saag, Ashley Vaughn, Dwight Smith, Tiffany Grimes, Susan Rolli, Roberta Hill, Beth Dean Barrett, Clarinda Morehead, Ken Doss, Charles J. Davidson, Mark E. Molitch, Nirat Beohar, Elaine Massaro, Lynne Goodreau, Fabiola Arroyo, Petr Neužil, Lenka Pavlíčková, Štěpánka Stehlíková, Jaroslav Benedı́k, Liz Coling, Richard Davies, Christopher Glover, Michel Lemay, Thierry Mesana, Teik Chye Ooi, Mark E. Silverman, Alexander Sorisky, Colette Favreau, Susan McClinton, Melvin B. Weiss, Irene Weiss, Leo Saulle, Harichandra Kannam, Joanne C. Kurylas, Lorraine Vasi, John E. Douglas, Ziyad M.B. Ghazzal, Laurence Sperling, Priya Dayamani, Suzanne S P Gebhart, Sabreena Basu, Tarek Helmy, Vin Tangpricha, Pamela Hyde, Margaret A. Jenkins, Barbara P. Grant, Kenneth M. Kent, William O. Suddath, Michelle Magee, Patricia Julien-Williams, Vida Reed, Carine M. Nassar, Gilles R. Dagenais, Claude Garceau, Dominique Auger, Christopher E. Buller, Tom Elliott, Krishnan Ramanathan, Donald R. Ricci, Rebecca Fox, Daniela Kolesniak, Michael Attubato, Frederick Feit, S B Richardson, Ivan Pena Sing, James Slater, Angela Amendola, Bernardo Vargas‐Leitón, Nicholas P. Tsapatsaris, Bartholomew Woods, Gary W. Cushing, Martin K. Rutter, Premranjan Singh, Gail DesRochers, Gail Woodhead, Deborah Gannon, Nancy Campbell, Michael Ragosta, Ian J. Sarembock, Eric R. Powers, Eugene J. Barrett, Linda A. Jahn, Karen Murie, Gladwin S. Das, Garðar Sigurðsson, Carl White, John P. Bantle, J. Bruce Redmon, C. Kwong, Jacqueline E. Tamis-Holland, Jeanine Albu, Judith S. Hochman, James R. Wilentz, Sylvaine Frances, Deborah Tormey, Carl J. Pepine, Karen Smith, Laurence Kennedy, Karen Brezner, Tempa Curry, Frank Bleyer, Stewart G. Albert, Arshag D. Mooradian, Sharon Plummer, Francisco Fuentes, Roberto Monreal‐Robles, Victor Lavis, Jaime Gómez, Cesar Iliescu, Carol Underwood, Maria Selin Fulton, Julie Gomez Ramirez, Jennifer Merta, Glenna Scott, Ashok Krishnaswami, Lynn Dowdell, Sarah Berkheimer, Adam B. Greenbaum, Fred W. Whitehouse, Raquel Pangilinan, Kelly Mann, Alice K. Jacobs, Elliot Sternthal, Susana A. Ebner, Zoran Nedeljkovic, Paula Beardsley, David J. Schneider, Richard E. Pratley, William T. Cefalu, Joel J. Schnure, Michaelanne Rowen, Linda Tilton, Alan Niederman, Cristina Mata, Terri Kellerman, John A. Farmer, Alan J. Garber, Neal S. Kleiman, Nancy Howard, Debra Nichols, Madonna Pool, Christopher B. Granger, Mark N. Feinglos, George L. Adams, Jennifer Green, Bernadette Druken, Dani Underwood, Jane Stafford, Thomas Donner, Warren K. Laskey, Dana Beach, John J. López, Andrew M. Davis, David P. Faxon, Sirimon Reutrakul, Emily Bayer, Oscar C. Marroquin, Howard C. Cohen, Mary Korytkowski, Glory Koerbel, Lisa Baxendell, Debbie Rosenfelder, Louise DeRiso, Carole Farrell, Tina Vita, Janet B. McGill, Ronald J. Krone, Richard G. Bach, Carol Recklein, Kristin M. Luepke, Mary Jane Clifton, Michael E. Farkouh, Michael C. Kim, Donald A. Smith, Ida Guzman, Arlene Travis, James H. O’Keefe, Alan D. Forker, William L. Isley, Richard M. Moe, Paul A. Kennedy, Margaret Rosson, Aimee Long, Eric Bates, William H. Herman, Rodica Pop‐Busui, Claire S. Duvernoy, Martin Stevens, Ann Luciano, Cheryl Majors, Sheldon H. Gottlieb, Annabelle Rodríguez, Melanie Herr, David Williams, Robert J. Smith, J. Dawn Abbott, Marc J. Laufgraben, Mary Grogan, Janice Muratori, Gabriel B. Habib, Marco Marcelli, Issam Mikati, Emilia Cordero, Gina Caldwell, David Chas. Schechter, Daniel Lorber, Phyllis August, Maisie Brown, Patricia Depree, Kurt Huber, Ursula Hanusch‐Enserer, Nelly Jordanova, Dilek Cilesiz, Birgit Vogel, Ben D. McCallister, Michael Kleerekoper, Kelly Mandagere, Robert Urbanic, James Bengston, Bobby Kong, Andrew L. Pruitt, Jeffrey Sanfield, Carol Carulli, Ruth Churley-Strom, Raymond D. Magorien, Kwame Osei, Cecilia Casey Boyer, Richard Lee, Pasquale Palumbo, Joyce Wisbey, Edwin L. Alderman, Anne Schwarzkopf Michael Steffes, M. Nowicki, J. Bucksa, Bernard Chaitman, Jane Eckstein, Karen Stocke, Derek Boothroyd, Kathryn Melsop, Burton E. Sobel, Dagnija Neimane, Ami E. Iskandrian, Mary Beth Schaaf, Saul Genuth, Theresa Bongarno, Richard W. Nesto, Karen Hultberg, Helene Rosenhouse-Romeo, Georgia Pambianco, Michael B. Mock, Thomas D. Ryan, Harold E. Lebovitz, Robert D. Brown, Gottlieb C. Friesinger, Edward S. Horton, Jay W. Mason, Renu Virmani, Lawrence R. Wechsler, John W. Kennedy, Elliott M. Antman, John A. Colwell, Sarah Fowler, Curt D. Furberg, Lee Goldman, Bruce Jennings, Scott Rankin
Bibliographic record
VenueJournal of the American College of Cardiology · 2017
Typearticle
Languageen
FieldMedicine
TopicCoronary Interventions and Diagnostics
Canadian institutionsToronto General HospitalUniversity Health Network
Fundersnot available
KeywordsMedicineConventional PCIInternal medicinePercutaneous coronary interventionCardiologyRevascularizationMyocardial infarctionHazard ratioCoronary artery diseaseAngioplastyConfidence 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 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)0.000
metaresearch head score (Gemma)0.001
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 score0.006
Threshold uncertainty score0.238
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 head0.031
GPT teacher head0.329
Teacher spread0.298 · 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
Citations86
Published2017
Admission routes1
Has abstractno