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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Nature Reviews Clinical Oncology
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

128 results · 1 filter active ·
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20092025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
128 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 128 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 128 of 128 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
PD-L1 as a biomarker of response to immune-checkpoint inhibitors
Deborah B. Doroshow, Sheena Bhalla, Mary Beth Beasley, Lynette M. Sholl, Keith M. Kerr, Sacha Gnjatic +4 more
2021· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
1,560
citations
affno abstractunlabeled
Imaging biomarker roadmap for cancer studies
James P.B. O’Connor, Eric O. Aboagye, Judith E. Adams, Hugo J.W.L. Aerts, Sally F. Barrington, Ambros J. Beer +70 more
2016· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
1,078
citations
affunlabeled
Challenges to curing primary brain tumours
Kenneth Aldape, Kevin M. Brindle, Louis Chesler, Rajesh Chopra, Amar Gajjar, Mark R. Gilbert +20 more
2019· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
972
citations
afffundno abstractunlabeled
The adenosine pathway in immuno-oncology
Bertrand Allard, David Allard, Laurence Buisseret, John Stagg
2020· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
565
citations
affno abstractunlabeled
Current approaches to the management of brain metastases
John H. Suh, Rupesh Kotecha, Samuel T. Chao, Manmeet S. Ahluwalia, Arjun Sahgal, Eric L. Chang
2020· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
551
citations
affno abstractunlabeled
The gut microbiota influences anticancer immunosurveillance and general health
Bertrand Routy, Vancheswaran Gopalakrishnan, Romain Daillère, Laurence Zitvogel, Jennifer A. Wargo, Guido Kroemer
2018· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
504
citations
affno abstractunlabeled
Vessel co-option in cancer
Elizabeth A. Kuczynski, Peter Vermeulen, Francesco Pezzella, Robert S. Kerbel, Andrew R. Reynolds
2019· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
444
citations
affno abstractunlabeled
mTOR signaling and drug development in cancer
Janet Dancey
2010· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
415
citations
affno abstractunlabeled
Artificial intelligence in radiation oncology
Elizabeth Huynh, Ahmed Hosny, Christian V. Guthier, Danielle S. Bitterman, Steven Petit, Daphne A. Haas‐Kogan +3 more
2020· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
401
citations
affno abstractunlabeled
Can advanced-stage ovarian cancer be cured?
Steven A. Narod
2016· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
401
citations
affno abstractunlabeled
Predicting outcomes in radiation oncology—multifactorial decision support systems
Philippe Lambin, Ruud G.P.M. van Stiphout, Maud H. W. Starmans, Emmanuel Rios-Velazquez, Georgi Nalbantov, Hugo J.W.L. Aerts +8 more
2012· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
395
citations
affno abstractunlabeled
Tumour budding in solid cancers
Alessandro Lugli, Inti Zlobec, Martin D. Berger, Richard Kirsch, Irıs D. Nagtegaal
2020· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrityconsensus · research_integrity
366
citations
affno abstractunlabeled
Moving towards personalized treatments of immune-related adverse events
Khashayar Esfahani, Arielle Elkrief, Cassandra Calabrese, Réjean Lapointe, Marie Hudson, Bertrand Routy +2 more
2020· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
345
citations
afffundno abstractunlabeled
Real-world data: towards achieving the achievable in cancer care
Christopher M. Booth, Safiya Karim, William J. Mackillop
2019· review· en· Nature Reviews Clinical Oncology· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
316
citations
afffundno abstractunlabeled
The oligometastatic state—separating truth from wishful thinking
David A. Palma, Joseph K. Salama, Simon S. Lo, Suresh Senan, Tom Treasure, Ramaswamy Govindan +1 more
2014· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
280
citations
affno abstractunlabeled
Breast cancer in young women
Steven A. Narod
2012· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
249
citations
affno abstractunlabeled
Cancer, obesity, diabetes, and antidiabetic drugs: is the fog clearing?
Adi J. Klil‐Drori, Laurent Azoulay, Michaël Pollak
2016· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
215
citations
affno abstractunlabeled
HPV-FASTER: broadening the scope for prevention of HPV-related cancer
F. Xavier Bosch, Clàudia Robles, Mireia Díaz, Marc Arbyn, Iacopo Baussano, Christine Clavel +13 more
2015· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
210
citations
affno abstractunlabeled
Cholangiocarcinoma — novel biological insights and therapeutic strategies
Sumera I. Ilyas, Silvia Affò, Lipika Goyal, Ángela Lamarca, Gonzalo Sapisochín, Ju Dong Yang +1 more
2023· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
199
citations
affno abstractunlabeled
Heterogeneity and treatment landscape of ovarian carcinoma
Ana Veneziani, Eduardo González-Ochoa, Husam Alqaisi, Ainhoa Madariaga, Gita Bhat, Marjan Rouzbahman +2 more
2023· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
193
citations
affno abstractunlabeled
Cancer immunotherapy and the value of cure
Joseph C. Del Paggio
2018· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
188
citations
afffundno abstractunlabeled
Metastamirs: a stepping stone towards improved cancer management
Nicole M. White, Eman Fatoohi, Maged Metias, Klaus Jung, Carsten Stephan, George M. Yousef
2010· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
186
citations
affno abstractunlabeled
Hormone replacement therapy and the risk of breast cancer
Steven A. Narod
2011· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · research_integrity
176
citations
affno abstractunlabeled
Epigenome-based cancer risk prediction: rationale, opportunities and challenges
Martin Widschwendter, Allison Jones, Iona Evans, Daniel Reisel, Joakim Dillner, Karin Sundström +19 more
2018· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
173
citations
affno abstractunlabeled
Exercise rehabilitation in patients with cancer
Susan G. Lakoski, Neil D. Eves, Pamela S. Douglas, Lee W. Jones
2012· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
163
citations
affno abstractunlabeled
Preclinical development of molecular-targeted agents for cancer
Alberto Ocaña, Atanasio Pandiella, Lillian L. Siu, Ian F. Tannock
2010· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
159
citations
affno abstractunlabeled
RECIST — learning from the past to build the future
Saskia Litière, Sandra Collette, Elisabeth G.E. de Vries, Lesley Seymour, Jan Bogaerts
2016· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · research_integrity
154
citations
affno abstractunlabeled
Tumor size and survival in breast cancer—a reappraisal
William D. Foulkes, Jorge S. Reis‐Filho, Steven A. Narod
2010· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
128
citations
afffundno abstractunlabeled
Biopsies: next-generation biospecimens for tailoring therapy
Mark Basik, Adriana Aguilar‐Mahecha, Caroline Rousseau, Zuanel Diaz, Sabine Tejpar, Alan Spatz +2 more
2013· review· en· Nature Reviews Clinical Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
124
citations

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