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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
Evidence
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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 50 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. 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.

affno abstractunlabeled
Critical Care Prophylaxis. Sometimes Less Is More
Kimberley Lewis, Jessica Spence, Joanna C. Dionne, Bram Rochwerg
2019· letter· en· American Journal of Respiratory and Critical Care Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Modern Intensive Care Unit Design : A Literature Review
Andryadi Wijaya, Akhmad Yun Jufan, Bowo Adiyanto
2024· review· en· The International Journal of Medical Science and Health Research· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Response
Shannon M. Fernando, Eddy Fan, Bram Rochwerg, Kwadwo Kyeremanteng
2021· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Acute lung injury and ARDS
Raj Nichani, MJ Naisbitt, Chris Clarke
2014· book-chapter· en· Cambridge University Press eBooks· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Rebuttal From Drs Meduri and Rochwerg
G. Umberto Meduri, Bram Rochwerg
2021· letter· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Chest Wall Mechanics in ARDS
Luciano Gattinoni, Davide Chiumello, Paolo Pelosi
2005· book-chapter· en· Update in intensive care medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Pulmonary aspiration and lung injury
Guy C. Pétroz, Jerrold Lerman
2000· article· en· Current Opinion in Anaesthesiology· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
The authors reply
Lincoln Smith, Robinder G. Khemani, Simon Erickson, Douglas F. Willson, Philippe Jouvet, Neal J. Thomas
2015· letter· en· Pediatric Critical Care Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Long-term Outcomes of Mechanical Ventilation
Leonard D. Hudson, C. M. Lee, J. Randall Curtis
2005· book-chapter· en· Update in intensive care medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
VILI: Physiological Evidence
Jean-Damien Ricard, Didier Dreyfuss, Georges Saumon
2005· book-chapter· en· Update in intensive care medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Beyond Low Tidal Volumes
Ray Guo, Eddy Fan
2014· review· en· Clinics in Chest Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
fundno affno abstractunlabeled
Prone Positioning following Breast Reconstruction
Tom Challoner, Ruth Waters
2020· letter· en· Journal of Plastic Reconstructive & Aesthetic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
A Potential Life Saving Treatment of Severe Acute Asthma
Tamer El Mays, Parichita Choudhury, Richard Leigh, John Dennis, Emmanuel Koumoundouros, Kenneth J. Snibson +1 more
2011· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
A Sigh of Relief for ARDS?
Philip George, Stephen E. Lapinsky
2009· letter· en· Respiratory Care· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Are Outcomes Improving in Patients with ARDS?
Jason Phua, Joan R. Badia, Neill K. J. Adhikari, Robert Fowler, Damon C. Scales, Niall D. Ferguson
2009· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Ventilatory Facilitation in Spinal Cord Injury
Steve Iscoe, Anthony F. DiMarco
2014· letter· en· American Journal of Respiratory and Critical Care Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About