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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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COVID-19 epidemiological studies
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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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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 3 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.

afffundno abstractunlabeled
Estimation of COVID-19 outbreak size in Italy
Ashleigh R. Tuite, Victoria Ng, Erin E. Rees, David N. Fisman
2020· article· en· The Lancet Infectious Diseases· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
181
citations
affno abstractunlabeled
Covid-19: how a virus is turning the world upside down
Ilona Kickbusch, GM Leung, Zulfiqar A Bhutta, Malebona Precious Matsoso, Chikwe Ihekweazu, Kamran Abbasi
2020· article· en· BMJ· Mathematics
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
180
citations
affunlabeled
Simple models for containment of a pandemic
Julien Arino, Fred Brauer, P. van den Driessche, James Watmough
2006· article· en· Journal of The Royal Society Interface· Mathematics
distilled prediction:candidate · noneconsensus · none
173
citations
afffundunlabeled
COVID-19 Data Hub
Emanuele Guidotti, David Ardia
2020· article· en· The Journal of Open Source Software· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
171
citations
affunlabeled
Routes for COVID-19 importation in Brazil
Darlan da Silva Cândido, Alexander Watts, Leandro Abade, Moritz U. G. Kraemer, Oliver G. Pybus, Júlio Croda +4 more
2020· article· en· Journal of Travel Medicine· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
166
citations
affunlabeled
A final size relation for epidemic models
Julien Arino, Fred Brauer, P. van den Driessche, James Watmough
2007· article· en· Mathematical Biosciences & Engineering· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
146
citations
affunlabeled
Dynamic Transmission Modeling
Richard Pitman, David N. Fisman, Gregory S. Zaric, Maarten J. Postma, Mirjam Kretzschmar, John Edmunds +1 more
2012· article· en· Medical Decision Making· Mathematics
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
145
citations
affunlabeled
Some simple epidemic models
Fred Brauer
2006· article· en· Mathematical Biosciences & Engineering· Mathematics
distilled prediction:candidate · noneconsensus · none
130
citations
afffundunlabeled
The United States COVID-19 Forecast Hub dataset
Estee Y. Cramer, Yuxin Huang, Yijin Wang, Evan L Ray, Matthew Cornell, Johannes Bracher +418 more
2022· article· en· Scientific Data· Mathematics
distilled prediction:candidate · metaresearch+sts+open_science+insufficient_payloadconsensus · none
129
citations
aboutno affunlabeled
Japan’s voluntary lockdown
Tsutomu Watanabe, Tomoyoshi Yabu
2021· article· en· PLoS ONE· Mathematics
distilled prediction:candidate · insufficient_payloadconsensus · none
126
citations

How this was built: Screen · Findings · About