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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
Topic
Retraction
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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.

218 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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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 2 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
Update on the management of acute pancreatitis
Fons F. van den Berg, Marja A. Boermeester
2023· review· en· Current Opinion in Critical Care· 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
affaboutunlabeled
Sepsis: current status, future prospects
John C. Marshall
2004· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
53
citations
affgpt · no categorygrok · no categoryopus · no categorymodels split
Long-term outcome after acute lung injury
Catherine L. Hough, Margaret S. Herridge
2011· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
53
citations
affunlabeled
Vasopressin in the ICU
Cheryl L. Holmes, Keith R. Walley
2004· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · noneconsensus · none
52
citations
affunlabeled
Progress on core outcome sets for critical care research
Bronagh Blackwood, John C. Marshall, Louise Rose
2015· review· en· Current Opinion in Critical Care· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
49
citations
afffundunlabeled
Anabolic and anticatabolic agents in critical care
Mile Stanojcic, Celeste C. Finnerty, Marc G. Jeschke
2016· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
affunlabeled
Microcirculatory disorders during septic shock
Hafid Ait‐Oufella, Simon Bourcier, S. Lehoux, Bertrand Guidet
2015· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
affunlabeled
Integrating palliative care in the ICU
May Hua, Hannah Wunsch
2014· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
41
citations
affunlabeled
Update on bloodstream infections in ICUs
Jean‐François Timsit, Kevin B. Laupland
2012· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
affunlabeled
Damage control surgery
Chad G. Ball
2015· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
38
citations
affunlabeled
Metabolic and endocrine effects of sedative agents
Giovanni Mistraletti, Francesco Donatelli, Franco Carli
2005· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
36
citations
affunlabeled
Sex and critical illness
Robert Fowler, Woganee A Filate, Michael Hartleib, David Frost, Chris Lazongas, Michelle Hladunewich
2009· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
33
citations
affunlabeled
Vasoactive drugs for vasodilatory shock in ICU
Cheryl L. Holmes, Keith R. Walley
2009· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
affunlabeled
Diaphragm protection: what should we target?
Tom Schepens, José Dianti
2019· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
aboutno affunlabeled
Acute kidney injury in pregnancy
Madhusudan Vijayan, Maria Avendano, Kana Amari Chinchilla, Belinda Jim
2019· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
27
citations
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