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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 2 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.

fundno affno abstractunlabeled
Depression in general intensive care unit survivors: a systematic review
Dimitry S. Davydow, Jeneen M. Gifford, Sanjay V. Desai, O. Joseph Bienvenu, Dale M. Needham
2009· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrityconsensus · metaepi_narrow
451
citations
affno abstractunlabeled
Critical illness-associated diaphragm weakness
Martin Dres, Ewan C. Goligher, Leo Heunks, Laurent Brochard
2017· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow+research_integrity
412
citations
affno abstractunlabeled
Managing ICU surge during the COVID-19 crisis: rapid guidelines
Shadman Aziz, Yaseen M. Arabi, Waleed Alhazzani, Laura Evans, Giuseppe Citerio, Katherine Fischkoff +18 more
2020· review· en· Intensive Care Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
399
citations
affno abstractunlabeled
Continuous versus intermittent renal replacement therapy: a meta-analysis
John A. Kellum, Derek C. Angus, John P. Johnson, Martine Leblanc, Martin Griffin, Nagarajan Ramakrishnan +1 more
2001· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
379
citations
affno abstractunlabeled
Guidelines for the diagnosis and management of critical illness-related corticosteroid insufficiency (CIRCI) in critically ill patients (Part I): Society of Critical Care Medicine (SCCM) and European Society of Intensive Care Medicine (ESICM) 2017
Djillali Annane, Stephen M. Pastores, Bram Rochwerg, Wiebke Arlt, R.A. Balk, Albertus Beishuizen +10 more
2017· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
373
citations
afffundno abstractunlabeled
Quality of life after acute respiratory distress syndrome: a meta-analysis
David W. Dowdy, Mark P. Eid, Cheryl Dennison Himmelfarb, Pedro A. Mendez-Tellez, Margaret S. Herridge, Eliseo Güallar +2 more
2006· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaepi_narrow+metaepi_broad
342
citations
afffundno abstractunlabeled
Analgesia and sedation in patients with ARDS
Gérald Chanques, Jean‐Michel Constantin, John W. Devlin, E. Wesley Ely, Gilles L. Fraser, Céline Gélinas +16 more
2020· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
329
citations
affno abstractunlabeled
The "baby lung" became an adult
Luciano Gattinoni, John J. Marini, Antonio Pesenti, Michael Quintel, Jordi Mancebo, Laurent Brochard
2016· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
308
citations
affno abstractunlabeled
A decade of progress in critical care echocardiography: a narrative review
Antoine Vieillard‐Baron, Scott J. Millington, Filippo Sanfilippo, Michelle S. Chew, José L. Díaz‐Gómez, Anthony S. McLean +4 more
2019· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
275
citations
affno abstractunlabeled
Rationalizing antimicrobial therapy in the ICU: a narrative review
Jean‐François Timsit, Matteo Bassetti, Olaf L. Cremer, George L. Daikos, Jan J. De Waele, Andre Kallil +9 more
2019· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
266
citations

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