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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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Respiratory Support and Mechanisms
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

3,606 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.
3,606 works in the cohort · of 4,299,418page 13 of 73

Labels cover 13 of 3,606 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 3,606 of 3,606 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Type 2 Deiodinase and Host Responses of Sepsis and Acute Lung Injury
Shwu‐Fan Ma, Lishi Xie, Maria Pino‐Yanes, Saad Sammani, Michael S. Wade, Eleftheria Letsiou +12 more
2011· article· en· American Journal of Respiratory Cell and Molecular Biology· Medicine
distilled prediction:candidate · noneconsensus · none
60
citations
afffundno abstractunlabeled
Acute respiratory distress syndrome (ARDS) phenotyping
Manu Shankar‐Hari, Eddy Fan, Niall D. Ferguson
2018· article· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
60
citations
affunlabeled
Hyperosmolarity enhances the lung capillary barrier
Zeenat Safdar, Ping Wang, Hideo Ichimura, Andrew C. Issekutz, Sadiqa K. Quadri, Jahar Bhattacharya
2003· article· en· Journal of Clinical Investigation· Medicine
distilled prediction:candidate · noneconsensus · none
60
citations
affaboutunlabeled
Postpneumonectomy Pulmonary Edema
Peter Slinger
2006· letter· en· Anesthesiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
59
citations
aboutno affunlabeled
Duchenne Muscular Dystrophy
Marcello Villanova, B. Brancalion, Anokhi Mehta
2014· article· en· American Journal of Physical Medicine & Rehabilitation· Medicine
distilled prediction:candidate · noneconsensus · none
59
citations
afffundunlabeled
Abrupt Deflation after Sustained Inflation Causes Lung Injury
Bhushan H. Katira, Doreen Engelberts, Gail Otulakowski, Regan E. Giesinger, Takeshi Yoshida, Martin Post +3 more
2018· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
58
citations
affno abstractunlabeled
Methacholine Challenge
Donald W. Cockcroft, Darcy D. Marciniuk, Thomas S. Hurst, David Cotton, Karen Laframboise, Brian McNab
2001· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
57
citations

How this was built: Screen · Findings · About