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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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Current Opinion in Critical Care
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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.

218 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.
218 works in the cohort · of 4,299,418page 1 of 5

Labels cover 2 of 218 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 218 of 218 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Neutrophil activation and acute lung injury
Warren L. Lee, Gregory P. Downey
2001· review· en· Current Opinion in Critical Care· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrowconsensus · none
431
citations
affunlabeled
The acute respiratory distress syndrome
Jesús Villar, Demet Sulemanji, Robert M. Kacmarek
2013· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
187
citations
affunlabeled
Ventilator-induced diaphragmatic dysfunction
Basil J. Petrof, Samir Jaber, Stéfan Matecki
2009· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
176
citations
afffundunlabeled
Sepsis-induced myocardial dysfunction
Keith R. Walley
2018· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
168
citations
affunlabeled
Sleep disruption in the intensive care unit
Jonathan Y. Gabor, Andrew Cooper, Patrick J. Hanly
2001· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
129
citations
fundno affunlabeled
Renal recovery following acute kidney injury
Etienne Macedo, Josée Bouchard, Ravindra L. Mehta
2008· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
129
citations
affunlabeled
Central venous pressure monitoring
Sheldon Magder
2006· article· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · noneconsensus · none
116
citations
affunlabeled
Cystatin C in acute kidney injury
Sean M. Bagshaw, Rinaldo Bellomo
2010· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
105
citations
affunlabeled
Monitoring patient–ventilator asynchrony
Martin Dres, Nuttapol Rittayamai, Laurent Brochard
2016· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
92
citations
affunlabeled
Early diagnosis of acute kidney injury
Sean M. Bagshaw, Rinaldo Bellomo
2007· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
90
citations
afffundunlabeled
Ventilator-induced diaphragmatic dysfunction
Basil J. Petrof, Sabah N. A. Hussain
2015· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
83
citations
affunlabeled
Lessons to learn from epidemiologic studies in ARDS
Bairbre McNicholas, Grainne M. Rooney, John G. Laffey
2017· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
82
citations
affunlabeled
Long-term outcomes after critical illness
Margaret S. Herridge
2002· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
81
citations
affunlabeled
Neurocritical care
Andreas H. Kramer, David A. Zygun
2014· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
81
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
affunlabeled
Worldwide demand for critical care
Neill K. J. Adhikari, Gordon D. Rubenfeld
2011· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
73
citations
affunlabeled
Fluid status and fluid responsiveness
Sheldon Magder
2010· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
68
citations
afffundunlabeled
How can we identify the high-risk patient?
Ashwin Sankar, W. Scott Beattie, Duminda N. Wijeysundera
2015· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
67
citations
affunlabeled
Fluids are drugs
Karthik Raghunathan, Andrew Shaw, Sean M. Bagshaw
2013· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
67
citations
afffundunlabeled
Biomarkers in acute respiratory distress syndrome
Alexandra Binnie, Jennifer Tsang, Claúdia C. dos Santos
2013· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
66
citations
affunlabeled
The influence of volume management on outcome
Sean M. Bagshaw, Rinaldo Bellomo
2007· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
60
citations
affunlabeled
Understanding central venous pressure
Sheldon Magder
2015· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
59
citations
afffundunlabeled
Heparin-induced thrombocytopenia
Theodore E. Warkentin
2015· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
57
citations
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