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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 14 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
Assessing Diaphragmatic Function
Tom Schepens, Samira Fard, Ewan C. Goligher
2020· review· en· Respiratory Care· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
56
citations
afffundunlabeled
Tidal changes on CT and progression of ARDS
Maurizio Cereda, Yi Xin, Hooman Hamedani, Giacomo Bellani, Stephen Kadlecek, Justin T. Clapp +7 more
2017· article· en· Thorax· Medicine
distilled prediction:candidate · noneconsensus · none
56
citations
affunlabeled
Dysfunction of the diaphragm
Nadir Kharma
2013· review· en· Current Opinion in Pulmonary Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
56
citations
afffundunlabeled
Permissive hypercapnia
Maya Contreras, Claire Masterson, John G. Laffey
2014· review· en· Current Opinion in Anaesthesiology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
55
citations
affunlabeled
Diaphragm Injury in Individuals with Airflow Obstruction
Nori A. MacGowan, Kenneth G. Evans, Jeremy Road, W. Darlene Reid
2001· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
55
citations
affunlabeled
Should we use driving pressure to set tidal volume?
Domenico Luca Grieco, Lü Chen, Martin Dres, Laurent Brochard
2016· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
54
citations
affno abstractunlabeled
Biological effects of hypercapnia
John G. Laffey, Brian P. Kavanagh
2000· article· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
affno abstractunlabeled
Hypercapnic acidosis in ventilator-induced lung injury
Vanya Peltekova, Doreen Engelberts, Gail Otulakowski, Satoko Uematsu, Martin Post, Brian P. Kavanagh
2010· article· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
afffundno abstractunlabeled
Pulmonary mechanics during mechanical ventilation
William R. Henderson, A. William Sheel
2011· review· en· Respiratory Physiology & Neurobiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
52
citations

How this was built: Screen · Findings · About