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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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Non-Invasive Vital Sign Monitoring
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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.

1,095 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.
1,095 works in the cohort · of 4,299,418page 16 of 22

Labels cover 3 of 1,095 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 1,095 of 1,095 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Virtual See-Through Sensor using UWB
Thomas J. Casey, Sukhraj Litt, Ahmad Jahingir, Fernando Xavier
2019· article· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Neonatal heart rate prediction
Y. Abdel-Rahman, Aleksandar Jeremić, Kenneth Tan
2009· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Continuous monitoring of breathing
Miodrag Bolić
2023· book-chapter· en· Elsevier eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
afffundunlabeled
What’s the best way to leverage 31 million days of ECG data?
Linda Johnson, Søren Zöga Diederichsen, Emma Svennberg, Sanjeev P. Bhavnani, William F. McIntyre, Jeff S. Healey
2025· article· en· npj Cardiovascular Health· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Beta during sleep in PD Code/Data: v1.0725.2023
Zixiao Yin, Ruoyu Ma, Qi An, Yichen Xu, Yifei Gan, Guanyu Zhu +8 more
2023· dataset· en· Figshare· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
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How this was built: Screen · Findings · About