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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.

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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 4 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.

affno abstractunlabeled
Medical imaging algorithms exacerbate biases in underdiagnosis
Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Irene A. Chen, Marzyeh Ghassemi
2021· preprint· en· Research Square· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
10
citations
afffundno abstractunlabeled
Sialic acid-Dependent Binding and Viral Entry of SARS-CoV-2
Linh Nguyen, Kelli A. McCord, Duong T. Bui, Kim M. Bouwman, Elena N. Kitova, Dhanraj Kumawat +15 more
2021· preprint· en· Research Square· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
10
citations
afffundno abstractunlabeled
CO2 Electrocatalyst Design Using Graph Theory
Ziyun Wang, Yuguang Li, Jacob R. Boes, Ying Wang, Edward H. Sargent
2020· preprint· en· Research Square· Energy
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
10
citations
affno abstractunlabeled
Deciphering the state of immune silence in fatal COVID-19 patients
Ido Amit, Pierre Bost, Francesco De Sanctis, Stefania Canè, Stefano Ugel, Katia Donadello +18 more
2020· preprint· en· Research Square· Medicine
distilled prediction:candidate · metaresearch+open_science+research_integrityconsensus · none
9
citations
affno abstractunlabeled
Olfactory and Gustatory Dysfunction in Coronavirus Disease 19 (COVID-19)
Mohammad Dehghani Firouzabadi, Maryam Roomiani, Fatemeh Dehghani Firouzabadi, Fatemeh Moosaie, Niyoosha Yoosefi, Saeedeh Rafiee +5 more
2021· preprint· en· Research Square· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
9
citations
afffundunlabeled
Self-Emergence of Robust Micro Cavity-Solitons
Alessia Pasquazi, Maxwell Rowley, Pierre-Henry Hanzard, Antonio Cutrona, Hualong Bao, Juan Sebastian Totero Gongora +6 more
2022· preprint· en· Research Square· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
9
citations
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How this was built: Screen · Findings · About