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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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COVID-19 epidemiological studies
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Abstract
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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.

affaffiliation
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venuejournal
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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.

3,341 results · 1 filter active ·
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20002025
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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.
3,341 works in the cohort · of 4,299,418page 4 of 67

Labels cover 12 of 3,341 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 3,341 of 3,341 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Japan’s voluntary lockdown
Tsutomu Watanabe, Tomoyoshi Yabu
2021· article· en· PLoS ONE· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
126
citations
aboutno affunlabeled
The effect of global travel on the spread of SARS
Shigui Ruan, Wendi Wang, Simon A. Levin
2006· article· en· Mathematical Biosciences & Engineering· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
125
citations
affunlabeled
Taking the pulse of COVID-19: a spatiotemporal perspective
Chaowei Yang, Dexuan Sha, Qian Liu, Yun Li, Hai Lan, Weihe Wendy Guan +30 more
2020· article· en· International Journal of Digital Earth· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
122
citations
affno abstractunlabeled
Estimating Initial Epidemic Growth Rates
Junling Ma, Jonathan Dushoff, Benjamin M. Bolker, David J. D. Earn
2013· article· en· Bulletin of Mathematical Biology· Mathematics
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
122
citations
affunlabeled
COVID-19: Rethinking the Lockdown Groupthink
Ari R. Joffe
2021· review· en· Frontiers in Public Health· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
122
citations
afffundunlabeled
Implications of vaccination and waning immunity
Jane M. Heffernan, Matt J. Keeling
2009· article· en· Proceedings of the Royal Society B Biological Sciences· Mathematics
distilled prediction:candidate · noneconsensus · none
114
citations
afffundvenueaboutunlabeled
Modelling mitigation strategies for pandemic (H1N1) 2009
M. Zivkovic Gojovic, Beate Sander, David N. Fisman, Murray Krahn, Chris T. Bauch
2009· article· en· Canadian Medical Association Journal· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
112
citations
afffundunlabeled
A simple model for COVID-19
Julien Arino, Stéphanie Portet
2020· article· en· Infectious Disease Modelling· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
108
citations
affno abstractunlabeled
Modeling infectious epidemics
Ottar N. Bjørnstad, Katriona Shea, Martin Krzywinski, Naomi Altman
2020· article· en· Nature Methods· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
107
citations
afffundunlabeled
Critical dynamics in population vaccinating behavior
A. Demetri Pananos, Thomas M. Bury, Clara Wang, Justin Schonfeld, Sharada P. Mohanty, Brendan Nyhan +2 more
2017· article· en· Proceedings of the National Academy of Sciences· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
103
citations
afffundunlabeled
Dynamics of an age-of-infection cholera model
P. van den Driessche, Zhisheng Shuai, Fred Brauer
2013· article· en· Mathematical Biosciences & Engineering· Mathematics
distilled prediction:candidate · noneconsensus · none
99
citations
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