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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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Seminars in Radiation Oncology
Topic
Retraction
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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.

92 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
92 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 92 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 92 of 92 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Measurement of tumor hypoxia using single-cell methods
Peggy L. Olive, Christina Aquino‐Parsons
2004· review· en· Seminars in Radiation Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affno abstractunlabeled
Artificial Intelligence for Outcome Modeling in Radiotherapy
Sunan Cui, Andrew Hope, Thomas J. Dilling, Laura A. Dawson, R. Ten Haken, Issam El Naqa
2022· review· en· Seminars in Radiation Oncology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affno abstractunlabeled
Management of High-Grade Gliomas in the Elderly
Michelle Ferguson, George Rodrigues, Jeffrey Cao, Glenn Bauman
2014· review· en· Seminars in Radiation Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Oral Mucositis in Head and Neck Cancer Patients
Carryn M. Anderson, Deborah Saunders
2025· review· en· Seminars in Radiation Oncology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affno abstractunlabeled
The Use of MR-Guided Radiation Therapy for Liver Cancer
Sabrina Prime, Joshua P. Schiff, Ali Hosni, Teodor Stanescu, Laura A. Dawson, Lauren E. Henke
2023· article· en· Seminars in Radiation Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Challenges in Reirradiation of Intrahepatic Tumors
Dawn Owen, Jelena Lukovic, Ali Hosni, Christopher H. Crane, Theodore S. Hong, Laura A. Dawson +2 more
2020· article· en· Seminars in Radiation Oncology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
MRI-Guided Radiation Therapy Systems
Daniel A. Low, B. G. Fallone, Bas W. Raaymakers
2023· article· en· Seminars in Radiation Oncology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Image Guidance in Non–Small Cell Lung Cancer
John Cho, Andrea Bezjak, Laura A. Dawson
2010· review· en· Seminars in Radiation Oncology· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
Global Workforce and Access: Demand, Education, Quality
Surbhi Grover, Laurence E. Court, Sheldon Amoo-Mitchual, J.M. Longo, Danielle Rodin, Aba Anoa Scott +25 more
2024· review· en· Seminars in Radiation Oncology· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
The Evolving Management of Radiorecurrent Prostate Cancer
Jacob Pozin, Menal Bhandari, Luca Valle, Nicholas G. Nickols, Amar U. Kishan, Sophia C. Kamran +7 more
2025· review· en· Seminars in Radiation Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations

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