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! Khaled Hussein Al Qawasmeh, MD, United Arab Emirates Tara A. Albrecht, PhD, ACNP-BC, ACHPN, RN, United States Melissa A. Alderfer, PhD, United States Suzanne Ameringer, PhD, RN, United States Jinghua An, PhD, MSN, United States Sanchia Aranda, PhD, RN, Australia Su Htet Htet Aung, PhD(c), BN (Hons), RN, Australia Aydanur Aydin, PhD, MD, Turkey Ilknur Aydin Avci, PhD, Turkey Christina Baggott, PhD, RN, United States Jinbing Bai, PhD, United States Cynthia J. Bell, PhD, RN, United States Ann M. Berger, PhD, APRN, AOCNS, United States Katherine M. Bernier Carney, PhD, RN, United States Loris Bonetti, PhD, RN, MSN, Switzerland Natalie Katrina Bradford, PhD, RN, MPH, Australia Peggy Burhenn, MS, United States Meredith Clare Burles, PhD, Canada 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, BNurs, RN, GAICD, Australia Ruth A. Chaplen, DNP, APRN BC, AOCN, United States Hui-Lin Cheng, PhD, Hong Kong Lei Cheng, PhD, China Catherine Cherwin, PhD, United States Auxilia Chideme-Munodawafa, PhD, Zimbabwe Kathryn Ciccolini, AGACNP-BC, DNP, OCN, United States Margaret F. Clayton, PhD, APRN, FAAN, United States Mary E. Cooley, PhD, CRNP, CS, United States Andrea Louise Crane, PhD, RN, Australia Rebecca Crane-Okada, PhD, RN, CNS, AOCN, United States Deborah B. Crom, PhD, United States Adele Crouch, PhD, RN, AGCNS-BC, United States Claudia Davis, PhD, United States Mary Elizabeth Davis, DNP, RN, CHPN, AOCNS, United States Myrna A.A. Doumit, PhD, Lebanon Sigrunn Drageset, PhD, RN, Norway Brenda W. Dyal, PhD, DNP, APRN, United States Ijeoma Julie Eche, PhD, 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 Christopher Friese, RN, PhD, AOCN(R), FAAN, United States Nicole Gavin, PhD, RN, Australia Amanda Elswick Gentry, PhD, United States Faith Gibson, PhD, MSc, RGN, RSCN, ONC Cert, Cert Ed, RNT, FRCN, FAAN, United Kingdom Barbara Given, PhD, RN, FAAN, United States Qiaohong Guo, PhD, China Ayla Gürsoy, PhD, Turkey Marilyn J. Hammer, PhD, DC, RN, FAAN, United States May Aasebø Hauken, PhD, RN, Norway Verna L. Hendricks-Ferguson, PhD, United States Denise Hershey, PhD, FNP-BC, United States Aimee Hildenbrand, PhD, United States Wendy Hobbie, MSN, United States Aasha Hoogland, PhD, United States Chao-Pin Hsiao, PhD, United States Bonnie Jerome-D'Emilia, PhD, MPH, CBCN, BSN, United States Lone Jørgensen, PhD, RN, MScN, Denmark Mi Sook Jung, PhD, RN, Republic of Korea Sarah Hope Kagan, PhD, RN, United States Özgül Karayurt, PhD, Turkey Sukhpal Kaur, PhD, India Sultan Kav, PhD, RN, Turkey Katherine Patterson Kelly, PhD, RN, 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 Haejung Lee, PhD, MSN, BSN, Republic of Korea Jiyeon Lee, PhD, RN, NP, Republic of Korea Junga Lee, PhD, Republic of Korea Young Ji Lee, PhD, MSN, RN, United States Rebecca H. Lehto, PhD, United States Doris Y.P. Leung, PhD, Hong Kong Ho Cheung William Li, PhD, RN, FAAN, China Lauri A. Linder, PhD, APRN, CPON, United States Cheuk Chi Ling, PhD, Hong Kong Victoria Wochna Loerzel, PhD, United States Der-Fa Lu, 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 Johanna Elizabeth Maree, DCur, South Africa Victoria Kate Marshall, PhD, RN, United States Mitsue Maru, DSN, RN, Japan Samantha Mayo, PhD, RN, Canada Christine Miaskowski, PhD, RN, FAAN, United States Mika Miyashita, PhD, RN, Japan Lathika Mohanraj, PhD, RN, United States Kim Mooney-Doyle, PhD, RN, CPNP-AC, United States Ida (Ki) Marie Moore, DNS, United States Giselle Josephine Moore-Higgs, PhD, ARNP, United States Pei-Fan Mu, PhD, Taiwan Joshua Kanaabi Muliira, DNP, Oman Marques Shek Nam Ng, PhD, RN, China Kittikorn Nilmanat, PhD, Thailand Anita Nirenberg, DNSc, RN, MS, CNP, AOCNP, United States Chinomso Ugochukwu Nwozichi, PhD, RN, Nigeria Aron Oakley, DNP, United States Agatha Ogunkorode, PhD, RN, Nigeria Joakim Öhlén, PhD, Sweden Cecilia Olsson, PhD, Sweden Dong Pang, PhD, RN, China Elisabeth Patiraki, PhD, Greece Marlies E.W.J. Peters, RN, MSc, the Netherlands Huibrie C. Pieters, PhD, RN, United States Kathryn Elizabeth Post, PhD, RN, ANP-BC, United States Maryam Rassouli, PhD, Islamic Republic of Iran Mike Rennoldson, DClinPsy, United Kingdom Anders Ringnér, PhD, RN, Sweden Sheri Robb, PhD, United States Carmen Rodriguez, PhD, ARNP, BC, AOCN, United States Vanessa Sánchez-Martínez, PhD, Spain Juliano dos Santos, PhD(s), RN, MD, Brazil Beth Ann Savage, PhD, United States Mary Lou Siefert, DNSc, MSN, MBA, United States Alla Sikorskii, PhD, United States Fernanda Machado Silva-Rodrigues, PhD, Brazil Ellen Lavoie Smith, PhD, United States Kristin Stegenga, PhD, United States Jennifer M.L. Stephens, MA, PhD, RN, OCN, United States Chia-Chun Tang, PhD, United States Fiona Tang, PhD, Hong Kong Holly Tenaglia, DNP, United States Carla Thamm, PhD, Australia Sally Thorne, PhD, RN, FAAN, FCAHS, Canada Cindy Tofthagen, PhD, United States Yun-Fang Tsai, PhD, Taiwan Ayla Tuzcu, PhD, RN, Turkey April Hazard Vallerand, PhD, RN, FAAN, United States Deborah Volker, PhD, United States Judy Wang, PhD, United States Kwua-Yun Wang, PhD, Taiwan Sarah E. Wawrzynski, BSN, United States Kate White, PhD, MN, Australia Karen Ellen Wickersham, PhD, RN, United States Diana J. Wilkie, PhD, RN, FAAN, United States Christina Marie Wilson, PhD, WHNP-BC, United States Janice Withycombe, PhD, RN, MN, United States Cho Lee Wong, PhD, China 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 Hyun-E Yeom, PhD, Republic of Korea Medine Yilmaz, PhD, Turkey Stacey Young-McCaughan, PhD, RN, United States Changrong Yuan, PhD, China Jun-e Zhang, PhD, China
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Science and technology studies | 0.001 | 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".