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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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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.

14,021 results · 1 filter active ·
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20182025
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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.
14,021 works in the cohort · of 4,299,418page 1 of 281

Labels cover 57 of 14,021 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 14,021 of 14,021 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Federated Learning and Differential Privacy for Medical Image Analysis
Mohammed Adnan, Shivam Kalra, Jesse C. Cresswell, Graham W. Taylor, Hamid R. Tizhoosh
2021· preprint· en· Research Square· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · open_science
104
citations
affno abstractunlabeled
Learning Loss During COVID-19: An Early Systematic Review
Harry Anthony Patrinos, Robin Donnelly
2021· preprint· en· Research Square· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · none
82
citations
affno abstractunlabeled
Federated Learning used for predicting outcomes in SARS-COV-2 patients
Mona G. Flores, Ittai Dayan, Holger R. Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gentili +92 more
2021· preprint· en· Research Square· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrityconsensus · open_science
46
citations
affno abstractunlabeled
The ENCODE Uniform Analysis Pipelines
Benjamin C. Hitz, Jin-Wook Lee, Otto Jolanki, Meenakshi S. Kagda, Keenan Graham, Paul Sud +56 more
2023· preprint· en· Research Square· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
39
citations
affno abstractunlabeled
SARS-CoV-2 Infection Causes Dopaminergic Neuron Senescence
Shuibing Chen, Yuling Han, Liuliu Yang, Tae Kim, Manoj S. Nair, Oliver Harschnitz +23 more
2021· preprint· en· Research Square· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
31
citations
affno abstractunlabeled
7-Dehydrocholesterol is an endogenous suppressor of ferroptosis
José Pedro Friedmann Angeli, Florêncio Porto Freitas, Palina Nepachalovich, Lohans Pedrera Puentes, Omkar Zilka, Alex Inague +25 more
2021· preprint· en· Research Square· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
affno abstractunlabeled
Mapping evidence of human adaptation to climate change
Lea Berrang‐Ford, A.R. Siders, Alexandra Lesnikowski, A. Paige Fischer, Max Callaghan, Neal Haddaway +120 more
2021· preprint· en· Research Square· Social Sciences
distilled prediction:candidate · noneconsensus · none
25
citations
afffundno abstractunlabeled
The Unprecedented Pacific Northwest Heatwave of June 2021
Rachel H. White, Sam Anderson, James F. Booth, Ginni Braich, Christina Draeger, Cuiyi Fei +10 more
2022· preprint· en· Research Square· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
affno abstractunlabeled
Hyperlocal super-learned PM2.5 components across the contiguous US
Heresh Amini, Mahdieh Danesh-Yazdi, Qian Di, Weeberb J. Réquia, Yaguang Wei, Yara Abu Awad +13 more
2022· preprint· en· Research Square· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
22
citations
affunlabeled
Rapid increase in the risk of heat-related mortality
Samuel Lüthi, Christopher Fairless, Erich Fischer, Noah Scovronick, Ben Armstrong, Micheline de Sousa Zanotti Stagliorio Coêlho +13 more
2022· preprint· en· Research Square· Environmental Science
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
20
citations
affno abstractunlabeled
Global Health Effects of Future Atmospheric Mercury Emissions
Yanxu Zhang, Zhengcheng Song, Shaojian Huang, Peng Zhang, Yiming Peng, Peipei Wu +8 more
2021· preprint· en· Research Square· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
affno abstractunlabeled
Global burned area increasingly explained by climate change
Chantelle Burton, Seppe Lampe, Douglas I. Kelley, Wim Thiery, Stijn Hantson, Nikolaos Christidis +15 more
2023· preprint· en· Research Square· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
19
citations

How this was built: Screen · Findings · About