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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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Current Opinion in Critical Care
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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
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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
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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Sepsis: current status, future prospects
John C. Marshall
2004· review· en· Current Opinion in Critical Care· Medicine
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Vasopressin in the ICU
Cheryl L. Holmes, Keith R. Walley
2004· review· en· Current Opinion in Critical Care· Medicine
machine prediction:candidate · noneconsensus · none
52
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
machine prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Integrating palliative care in the ICU
May Hua, Hannah Wunsch
2014· review· en· Current Opinion in Critical Care· Medicine
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
40
citations
affunlabeled
Damage control surgery
Chad G. Ball
2015· review· en· Current Opinion in Critical Care· Medicine
machine prediction:candidate · noneconsensus · none
38
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
machine prediction:candidate · noneconsensus · none
33
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
machine prediction:candidate · noneconsensus · none
27
citations

How this was built: Screen · Findings · About