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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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venuejournal
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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 5 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
Comparative respiratory system mechanics in rodents
R. F. M. Gomes, X. Shen, R. Ramchandani, Robert S. Tepper, Jason H. T. Bates
2000· article· en· Journal of Applied Physiology· Medicine
distilled prediction:candidate · noneconsensus · none
179
citations
affunlabeled
Ventilator-induced diaphragmatic dysfunction
Basil J. Petrof, Samir Jaber, Stéfan Matecki
2009· review· en· Current Opinion in Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
176
citations
affunlabeled
Heliox for non-intubated acute asthma patients
Gustavo J. Rodrigo, Charles V. Pollack, Carlos Rodrigo, Brian H. Rowe
2006· review· en· Cochrane Database of Systematic Reviews· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
172
citations
affno abstractunlabeled
Clinical challenges in mechanical ventilation
Ewan C. Goligher, Niall D. Ferguson, Laurent Brochard
2016· review· en· The Lancet· Medicine
distilled prediction:candidate · noneconsensus · none
167
citations
afffundunlabeled
Bench-to-bedside review: Carbon dioxide
Gerard F. Curley, John G. Laffey, Brian P. Kavanagh
2010· review· en· Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
160
citations
affaboutunlabeled
COVID-19 in Canada
Allan S. Detsky, Isaac I. Bogoch
2020· article· en· JAMA· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
160
citations
affno abstractunlabeled
The Role of Open-Lung Biopsy in ARDS
Sanjay R. Patel, Dimitri Karmpaliotis, Najib Ayas, Eugene J. Mark, John Wain, Bruce Thompson +1 more
2004· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
160
citations
affunlabeled
Pulmonary Neutrophil Infiltration in Murine Sepsis
Habib Moshref Razavi, Le Feng Wang, Sean Weicker, Marta Rohan, Cedrin Law, David G. McCormack +1 more
2004· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
155
citations
affno abstractunlabeled
Closing volume: a reappraisal (1967–2007)
J. Milic‐Emili, Roberto Torchio, Edgardo D’Angelo
2007· review· en· European Journal of Applied Physiology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
155
citations
affunlabeled
Early Changes in Lung Gene Expression due to High Tidal Volume
Ian B. Copland, Brian P. Kavanagh, Doreen Engelberts, Colin McKerlie, Jaques Belik, Martin Post
2003· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
153
citations
afffundunlabeled
Mechanical ventilation: lessons from the ARDSNet trial
Arthur S. Slutsky, V. Marco Ranieri
2000· review· en· Respiratory Research· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
150
citations
afffundaboutunlabeled
Home Mechanical Ventilation in Canada: A National Survey
Louise Rose, Douglas McKim, Sherri L. Katz, David Leasa, Mika Nonoyama, Cheryl Pedersen +2 more
2015· article· en· Respiratory Care· Medicine
distilled prediction:candidate · noneconsensus · none
146
citations

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