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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
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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.

3,606 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 10 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.

afffundunlabeled
Ventilation and Respiratory Mechanics
A. William Sheel, Lee M. Romer
2012· review· en· Comprehensive physiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
79
citations
afffundunlabeled
Lung Development and Susceptibility to Ventilator-induced Lung Injury
Alik Kornecki, Shinya Tsuchida, Hari Kumar Ondiveeran, Doreen Engelberts, Helena Frndova, A. Keith Tanswell +5 more
2005· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
79
citations
affunlabeled
Diaphragm-protective mechanical ventilation
Tom Schepens, Martin Dres, Leo Heunks, Ewan C. Goligher
2018· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
78
citations
aboutno affunlabeled
Tidal Volume and Mortality in Mechanically Ventilated Children
Pauline de Jager, Johannes G. M. Burgerhof, Marc van Heerde, Marcel J. I. J. Albers, Dick G. Markhorst, Martin C. J. Kneyber
2014· review· en· Critical Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
76
citations
affno abstractunlabeled
Effect of mechanical ventilation on the kidney
Neesh Pannu, Ravindra L. Mehta
2004· review· en· Best practice & research. Clinical anaesthesiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
73
citations
affno abstractunlabeled
Is my patient’s respiratory drive (too) high?
Irene Telías, Laurent Brochard, Ewan C. Goligher
2018· article· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
73
citations
affunlabeled
Acute Respiratory Distress Syndrome in Pregnant Women
Barret Rush, Pawel Martinka, Brett Kilb, Robert C. McDermid, John H. Boyd, Leo Anthony Celi
2017· article· en· Obstetrics and Gynecology· Medicine
distilled prediction:candidate · noneconsensus · none
73
citations
affno abstractunlabeled
Biotrauma Hypothesis of Ventilator-induced Lung Injury
Stefan Uhlig, Marco Ranieri, Arthur S. Slutsky
2004· letter· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
72
citations
affno abstractunlabeled
Re-examining Permissive Hypercapnia in ARDS
Tavish Barnes, Vasileios Zochios, Ken Kuljit S. Parhar
2017· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
72
citations

How this was built: Screen · Findings · About