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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 diagnosis using AI
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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
fundfunder
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.

1,016 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.
1,016 works in the cohort · of 4,299,418page 10 of 21

Labels cover 5 of 1,016 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 1,016 of 1,016 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Lightseg: Efficient Yet Effective Medical Image Segmentation
Most Husne Jahan, Abdullah-Al-Zubaer Imran
2022· article· en· 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
5
citations
afffundunlabeled
Health Informatics on Big COVID-19 Pandemic Data via N-Shot Learning
Carson K. Leung, Evan W.R. Madill, Nguyen Tran, Christine Y. Zhang
2022· article· en· 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
affunlabeled
Molecular diagnosis of COVID-19 in Burkina Faso: successful challenge
Abdou Azaque Zouré, Henri Gautier Ouédraogo, Tani Sagna, T. Rebecca Compaore, Serge Théophile Soubeïga, Kadari Cissé +9 more
2022· article· en· International Journal of Biological and Chemical Sciences· Medicine
distilled prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About