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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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Neonatal Respiratory Health Research
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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.

3,911 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.
3,911 works in the cohort · of 4,299,418page 9 of 79

Labels cover 13 of 3,911 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 3,911 of 3,911 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
A comparative study of mechanisms of surfactant inhibition
Lasantha Gunasekara, W. Michael Schoel, Samuel Schürch, Matthias Amrein
2007· article· en· Biochimica et Biophysica Acta (BBA) - Biomembranes· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
66
citations
affunlabeled
Reporting Outcomes of Extremely Preterm Births
Matthew A. Rysavy, Neil Marlow, Lex W. Doyle, Jon E. Tyson, Frederik Serenius, Jay D. Iams +3 more
2016· article· en· PEDIATRICS· Medicine
distilled prediction:candidate · metaresearchconsensus · none
64
citations
venueno affunlabeled
Perinatal oxygen in the developing lung
Elizabeth R. Vogel, Rodney D. Britt, Mari Charisse Trinidad, Arij Faksh, Richard J. Martin, Peter M. MacFarlane +2 more
2014· review· en· Canadian Journal of Physiology and Pharmacology· Medicine
distilled prediction:candidate · noneconsensus · none
64
citations
afffundno abstractunlabeled
Computer simulations of lung surfactant
Svetlana Baoukina, D. Peter Tieleman
2016· review· en· Biochimica et Biophysica Acta (BBA) - Biomembranes· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
affno abstractunlabeled
Hypotension and shock in the preterm infant
Keith J. Barrington
2007· review· en· Seminars in Fetal and Neonatal Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations
afffundunlabeled
Hypoxia-Inducible Factors Promote Alveolar Development and Regeneration
Arul Vadivel, Rajesh S. Alphonse, Nicholas Etches, Timothy van Haaften, Jennifer J.P. Collins, Megan O’Reilly +2 more
2013· article· en· American Journal of Respiratory Cell and Molecular Biology· Medicine
distilled prediction:candidate · noneconsensus · none
62
citations

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