Bibliographic record
Abstract
We thank each of you for your essential role as reviewers for CANCER NURSING: An International Journal for Cancer Care Research. Your scholarly contributions in the form of reviews are the true backbone of high-quality science in a trustworthy form. Your expertise and commitment to furthering cancer nursing knowledge and research make CANCER NURSING one of the premier journals in this field. Thank you! Tara A. Albrecht, PhD, ACNP-BC, ACHPN, RN, United States Melissa A. Alderfer, PhD, United States Majeda Afeef Alruzzieh, PhD, RN, Jordan Jinghua An, PhD, United States Sanchia Aranda, PhD, RN, Australia Aydanur Aydin, PhD, RN, MSc, Turkey Ilknur Aydin Avci, PhD, Turkey Rebecca Babb, MSN, APRN, CPNP-AC, CPHON, United States Christina Baggott, PhD, RN, United States Jinbing Bai, PhD, United States Lisa M. Bashore, PhD, RN, CPNP, CPON, United States Cynthia J. Bell, PhD, RN, United States Katherine M. Bernier Carney, PhD, RN, United States Natalie Katrina Bradford, PhD, RN, MPH, Australia Meredith Clare Burles, PhD, Canada Sherry A. Burrell, PhD, RN, CNE, United States David Busolo, PhD, Canada Lucia Cadorin, PhD, Italy Karen Campbell, BSc(Hons), RGN, MN, PgCert TLHE, PgCert BOE, DN, fHEA, United Kingdom Mary Ann Cantrell, PhD, RN, CNE, ANEF, FAAN,† United States Patricia A. Carter, PhD, RN, CNS, United States Julia Challinor, PhD, United States Jane Dimmitt Champion, PhD, DNP, MA, FNP-BC, PMHCNS-BC, FAAN, United States Dorothy N. S. Chan, RN, BN, MN, PhD, China Raymond J. Chan, PhD, MAppSc, BN, RN, GAICD, Australia Ruth A. Chaplen, DNP, APRN BC, ACNS-BC, United States Hui-Lin Cheng, PhD, Hong Kong Lei Cheng, PhD, China Catherine Cherwin, PhD, United States Auxilia Chideme-Munodawafa, PhD, Zimbabwe Margaret F. Clayton, PhD, APRN, FAAN, United States Mary E. Cooley, PhD, CRNP, CS, United States Elisabeth Coyne, PhD, MN, BN, RN, RM, Australia Stacey Crane, PhD, RN, CPON, United States Rebecca Crane-Okada, PhD, RN, CNS, AOCN, United States Patrick Crombez, MScN, Belgium Mary Elizabeth Davis, DNP, RN, CHPN, AOCNS, United States Sigrunn Drageset, PhD, RN, Norway Ijeoma Julie Eche-Ugwu, PhD, MPH, FNP-BC, AOCNP, CPHON, BMT-CN, United States R. K. Elswick, Jr., PhD, United States Jeanne M. Erickson, PhD, RN, United States Figen Erol Ursavaş, PhD, Turkey Bente Ervik, PhD, RNT, Norway Paz Fernandez-Ortega, PhD, MSc, RN, Spain Rina S. Fox, PhD, MPH, United States Cristina Garcia-Vivar, PhD, Spain Nicole Gavin, PhD, RN, Australia Barbara Given, PhD, RN, FAAN, United States Ayla Gürsoy, PhD, Turkey Marilyn J. Hammer, PhD, DC, RN, FAAN, United States May Aasebø Hauken, PhD, RN, Norway Bailey Hendricks, PhD, RN, United States Verna L. Hendricks-Ferguson, PhD, United States Denise Hershey, PhD, FNP-BC, United States Ka Yan Ho, PhD, Hong Kong Bonnie Jerome-D’Emilia, PhD, MPH, CBCN, BSN, United States Yun Jiang, PhD, MS, RN, United States Lindsay Jibb, PhD, Canada Mi Sook Jung, PhD, RN, Republic of Korea Sarah Hope Kagan, PhD, RN, United States Sukhpal Kaur, PhD, India Sultan Kav, PhD, RN, Turkey Katherine Patterson Kelly, PhD, RN, United States Julie A. Kennedy, PhD, United States Hee-Ju Kim, PhD, Republic of Korea Robert Knoerl, PhD, RN, United States Wendy Carter Kooken, PhD, RN, United States Linda U. Krebs, PhD, RN, AOCN, FAAN, United States Cannas Kwok, PhD, Australia Robin M. Lally, PhD, MS, RN, AOCN, United States Maria Larsson, PhD, Sweden Haejung Lee, PhD, MSN, BSN, Republic of Korea Jiyeon Lee, PhD, RN, NP, Republic of Korea Junga Lee, PhD, Republic of Korea Rebecca H. Lehto, PhD, United States Ho Cheung William Li, RN, PhD, FAAN, SFHEA, FKAN (Education & Research), Hong Kong Nataskja-Elena Kersting Lie, PhD, Norway Lauri A. Linder, PhD, APRN, CPON, United States Cheuk Chi Ling, PhD, Hong Kong Victoria Wochna Loerzel, PhD, United States Amanda J. Lulloff, PhD, United States Yuan-hui Luo, PhD, China Catherine Fiona Macpherson, PhD, RN, CPON, United States Kristen Maloney, PhD, United States Belinda Mandrell, PhD, United States Sharon L. Manne, PhD, United States Johanna Elizabeth Maree, DCur, South Africa Mitsue Maru, DSN, RN, Japan Samantha Mayo, PhD, RN, Canada Lisa McCann, PhD, MSc, BSc(Hons), United Kingdom G. J. Melendez-Torres, PhD, RN, United Kingdom Christine Miaskowski, PhD, RN, FAAN, United States Lathika Mohanraj, PhD, RN, United States Kathleen Elise Montgomery, PhD, United States Kim Mooney-Doyle, PhD, RN, CPNP-AC, United States Giselle Josephine Moore-Higgs, PhD, ARNP, United States Lisa Morse, MS, RN, United States Joshua Kanaabi Muliira, DNP, Oman Jamie S. Myers, PhD, RN, AOCNS, FAAN, United States Kittikorn Nilmanat, PhD, Thailand Anita Nirenberg, DNSc, RN, MS, CNP, AOCNP, United States Chinomso Ugochukwu Nwozichi, PhD, RN, CMSRN, OCN, FAAN, United States Aron Oakley, DNP, United States Rana Fakhri Obeidat, PhD, RN, CNS, United States Cecilia Olsson, PhD, Sweden Dong Pang, PhD, RN, China Elisabeth Patiraki, PhD, Greece Susie Pearce, PhD, MSc, BSc, United Kingdom Carolyn S. Phillips, PhD, MSN, RN, United States Huibrie Pieters, PhD, RN, United States Floortje Karina Ploos van Amstel, PhD, RN, Netherlands Kathryn Elizabeth Post, PhD, RN, ANP-BC, United States Maryam Rassouli, PhD, Islamic Republic of Iran Sheila H. Ridner, PhD, RN, United States Sheri Robb, PhD, United States Carmen Rodriguez, PhD, ARNP, BC, AOCN, United States Kathy Ruble, PhD, MSN, United States Vanessa Sánchez-Martínez, PhD, Spain Juliano dos Santos, PhD(s), RN, MD, Brazil Beth Ann Savage, PhD, United States Memnun Seven, PhD, RN, United States Aomei Shen, PhD(c), MSN, RN, China Joosun Shin, PhD, United States Mary Lou Siefert, DNSc, MSN, MBA, United States Fernanda Machado Silva-Rodrigues, PhD, Brazil Angela Renee Starkweather, PhD, ACNP-BC, FAANP, FAAN, United States Kristin Stegenga, PhD, United States Jennifer M. L. Stephens, MA, PhD, RN, OCN, United States Kay Sundberg, PhD, Sweden Chia-Chun Tang, PhD, United States Fiona Tang, PhD, Hong Kong Holly Tenaglia, DNP, United States Leroy R. Thacker, PhD, United States Carla Thamm, PhD, Australia Sally Thorne, PhD, RN, FAAN, FCAHS, Canada Cindy Tofthagen, PhD, United States Christy Torkildson, PhD, United States Ayla Tuzcu, PhD, RN, Turkey Filipa Ventura, PhD, Portugal Judy Wang, PhD, United States Karen Ellen Wickersham, PhD, RN, United States Janice S. Withycombe, PhD, RN, MN, FAAN, United States Horng-Shiuann Wu, PhD, RN, United States Tsu-Yin Wu, PhD, RN, FAAN, United States Gwen K. Wyatt, PhD, RN, FAAN, United States Jun Yan, PhD, China Patsy Yates, PhD, RN, FACN, FAAN, Australia Zeng Jie Ye, PhD, China Medine Yilmaz, PhD, Turkey Stacey Young-McCaughan, PhD, RN, United States Changrong Yuan, PhD, China Jun-e Zhang, PhD, RN, FAAN, China †Died on July 15, 2024.
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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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 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.
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.
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".