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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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Intensive Care Medicine
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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.

1,011 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.
1,011 works in the cohort · of 4,299,418page 7 of 21

Labels cover 0 of 1,011 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 1,011 of 1,011 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
afffundno abstractunlabeled
How to ventilate obstructive and asthmatic patients
Alexandre Demoule, Laurent Brochard, Martin Dres, Leo Heunks, Amal Jubran, Franco Laghi +7 more
2020· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
70
citations
affno abstractunlabeled
The physiological underpinnings of life-saving respiratory support
Irene Telías, Laurent Brochard, Simone Gattarello, Hannah Wunsch, Detajin Junhasavasdikul, Karen J. Bosma +5 more
2022· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
64
citations
affno abstractunlabeled
Glycemic control in the ICU: a multicenter survey
J. P. McMullin, Jan Brożek, Roman Jaeschke, Cindy Hamielec, Vinay Dhingra, Graeme Rocker +2 more
2004· article· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
62
citations
afffundno abstractunlabeled
Acute respiratory distress syndrome (ARDS) phenotyping
Manu Shankar‐Hari, Eddy Fan, Niall D. Ferguson
2018· article· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
60
citations

How this was built: Screen · Findings · About