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Radiologists staunchly support patient safety and autonomy, in opposition to the SCOTUS decision to overturn Roe v Wade
Aditya Karandikar, Agnieszka O. Solberg, Alice Fung, Amie Y. Lee, Amina Farooq, Amy Taylor, Amy Oliveira, Anand K. Narayan, Andi Senter, Aneesa Majid, Angela Tong, Anika L. McGrath, Anjali Malik, Ann L. Brown, Anne C. Roberts, Arthur C. Fleischer, Beth Vettiyil, Beth Zigmund, Brian Park, Bruce Curran, Cameron Henry, Camilo Jaimes, Cara Connolly, Caroline D. Robson, Carolyn C. Meltzer, Catherine H. Phillips, Christine Dove, Christine M. Glastonbury, Christy B. Pomeranz, Claudia Kirsch, Constantine M. Burgan, Courtney Scher, Courtney M. Tomblinson, Cristina Fuss, Cynthia Santillan, Dania Daye, Daniel B. Brown, Daniel J. Young, Daniel B. Kopans, Daniel Vargas, Dann Martin, D. J. Thompson, David W. Jordan, Deborah R. Shatzkes, Derek Sun, Domenico Mastrodicasa, Elainea N. Smith, Elena Korngold, Elizabeth H. Dibble, Elizabeth Kagan Arleo, Elizabeth M. Hecht, Elizabeth A. Morris, Elizabeth P. Maltin, Erin A. Cooke, Erin Simon Schwartz, Evan Lehrman, Faezeh Sodagari, Shah Faisal, Florence X. Doo, Francesca Rigiroli, George K. Vilanilam, Gina Landinez, Grace Gwe-Ya Kim, Habib Rahbar, Hailey H. Choi, Harmanpreet Bandesha, Haydee Ojeda‐Fournier, Ichiro Ikuta, I. Dragojević, Jamie Lee Twist Schroeder, Jana Ivanidze, Janine Katzen, Jason Chiang, Jeffers Nguyen, Jeffrey D. Robinson, Jennifer C. Broder, Jennifer Kemp, Jennifer S. Weaver, Jesse M. Conyers, Jessica B. Robbins, Jessica R. Leschied, Jessica Wen, Jocelyn Park, John Mongan, Jordan D. Perchik, José Pablo Martínez Barbero, Jubin Jacob, Karyn A. Ledbetter, Katarzyna J. Macura, Katherine E. Maturen, Katherine Frederick-Dyer, Katia Dodelzon, Kayla Cort, Kelly Kisling, Kemi Babagbemi, Kevin C. McGill, Kevin J. Chang, Kimberly Feigin, Kimberly S. Winsor, Kimberly Seifert, Kirang Patel, Kristin K. Porter, Kristin Foley, Krupa Patel-Lippmann, Lacey McIntosh, Laura Padilla, Lauren K. Groner, Lauren M. Harry, Lauren M. Ladd, Lisa Wang, Lucy B. Spalluto, M. Mahesh, M. Victoria Marx, Mark Sugi, Marla B. K. Sammer, Maryellen Sun, Matthew J. Barkovich, Matthew J. Miller, Maya Vella, Melissa A. Davis, Meridith J. Englander, Michael Durst, Michael Oumano, Monica J. Wood, Morgan P. McBee, Nancy J. Fischbein, Nataliya Kovalchuk, Neil Lall, Neville Eclov, Nikhil Madhuripan, Nikki S. Ariaratnam, Nina S. Vincoff, Nishita Kothary, Noushin Yahyavi‐Firouz‐Abadi, Olga R. Brook, Orit A. Glenn, Pamela K. Woodard, Parisa Mazaheri, Patricia Rhyner, Peter R. Eby, Preethi Raghu, Rachel F. Gerson, Rina Patel, Robert L. Gutierrez, Robyn Gebhard, Rochelle F. Andreotti, Rukya Masum, Ryan Woods, Sabala Mandava, Samantha G. Harrington, Samir Parikh, Sammy Chu, Sandeep Arora, Sandra M. Meyers, Sanjay P. Prabhu, Sara Shams, Sarah K. Pittman, S. Patel, Shelby Payne, Steven W. Hetts, Tarek A. Hijaz, Teresa Chapman, Thomas W. Loehfelm, Titania Juang, Toshimasa Clark, Valeria Potigailo, Vinil Shah, Virginia B. Planz, Vivek Kalia, Wendy B. DeMartini, William P. Dillon, Yasha Gupta, Yilun Koethe, Zachary Hartley-Blossom, Zhen J. Wang, Geraldine McGinty, Adina Haramati, Laveil M. Allen, Pauline Germaine
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.
Bibliographic record
VenueClinical Imaging · 2022
Typeletter
Languageen
FieldHealth Professions
TopicMedical Malpractice and Liability Issues
Canadian institutionsnot available
FundersMcGill University
KeywordsMedicineAutonomySupreme courtAbortionHealth carePregnancyFamily medicineGeneral surgeryMedical emergencyLaw
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.
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)0.007
metaresearch head score (Gemma)0.017
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.079
Threshold uncertainty score0.998
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.017 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.008 |
| Insufficient payload (model declined to judge) | 0.003 | 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 head0.086
GPT teacher head0.478
Teacher spread0.392 · 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 itQuick stats
Citations3
Published2022
Admission routes1
Has abstractno