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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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Respiratory Support and Mechanisms
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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.

3,606 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.
3,606 works in the cohort · of 4,299,418page 2 of 73

Labels cover 13 of 3,606 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 3,606 of 3,606 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Simvastatin in the Acute Respiratory Distress Syndrome
Daniel F. McAuley, John G. Laffey, Cecilia O’Kane, Gavin D. Perkins, Brian Mullan, T. J. Trinder +5 more
2014· article· en· New England Journal of Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
475
citations
affunlabeled
Effect of Titrating Positive End-Expiratory Pressure (PEEP) With an Esophageal Pressure–Guided Strategy vs an Empirical High PEEP-F <scp>io</scp> <sub>2</sub> Strategy on Death and Days Free From Mechanical Ventilation Among Patients With Acute Respiratory Distress Syndrome
Jeremy R. Beitler, Todd Sarge, Valerie Banner‐Goodspeed, Michelle N. Gong, Victor Novack, Stephen H. Loring +1 more
2019· article· en· JAMA· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
459
citations
affno abstractunlabeled
Predicting Success in Weaning From Mechanical Ventilation
Maureen O. Meade, Gordon Guyatt, Lauren E. Griffith, Tasnim Sinuff, Carmen Kergl, Jordi Mancebo +1 more
2001· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
430
citations
affunlabeled
Lung Injury After One-Lung Ventilation
Jens Lohser, Peter Slinger
2015· review· en· Anesthesia & Analgesia· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
420
citations
afffundunlabeled
Lung- and Diaphragm-Protective Ventilation
Ewan C. Goligher, Martin Dres, Bhakti K. Patel, Sarina K. Sahetya, Jeremy R. Beitler, Irene Telías +25 more
2020· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
414
citations
affunlabeled
Hypocapnia
John G. Laffey, Brian P. Kavanagh
2002· review· en· New England Journal of Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
391
citations
affno abstractunlabeled
Mechanical Ventilation: State of the Art
Tài Pham, Laurent Brochard, Arthur S. Slutsky
2017· review· en· Mayo Clinic Proceedings· Medicine
distilled prediction:candidate · noneconsensus · none
377
citations
affunlabeled
Recruitment Maneuvers for Acute Lung Injury
Eddy Fan, M. Elizabeth Wilcox, Roy G. Brower, Thomas E. Stewart, Sangeeta Mehta, Stephen E. Lapinsky +2 more
2008· review· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
333
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

How this was built: Screen · Findings · About