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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.

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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 11 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.

afffundunlabeled
Video-Based Respiratory Rate Estimation for Infants in the NICU
Soodeh Ahani, Nikoo Niknafs, Pascal M. Lavoie, Liisa Holsti, Guy A. Dumont
2024· article· en· IEEE Journal of Translational Engineering in Health and Medicine· Engineering
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Stress classification with in-ear heartbeat sounds
Danielle Benesch, Bérangère Villatte, Alain Vinet, Sylvie Hébert, Jérémie Voix, Rachel Bouserhal
2024· article· en· Computers in Biology and Medicine· Engineering
distilled prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
Smartphone Screen Integrated Optical Breathalyzer
Jérôme Lapointe, Hélène-Sarah Bécotte-Boutin, Stéphane Gagnon, Simon Levasseur, Philippe Labranche, Marc D’Auteuil +3 more
2021· article· en· Sensors· Engineering
distilled prediction:candidate · noneconsensus · none
5
citations
afffundno abstractunlabeled
Noninvasive Longitudinal Monitoring of Respiratory Effort
Paweenuch Bootjeamjai, José Dianti, Ewan C. Goligher
2024· letter· en· American Journal of Respiratory and Critical Care Medicine· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
5
citations
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How this was built: Screen · Findings · About