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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
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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 32 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.

affunlabeled
Update in Mechanical Ventilation 2010
Jean-Christophe M. Richard, Jean-Claude Lefebvre, Didier Tassaux, Laurent Brochard
2011· review· en· American Journal of Respiratory and Critical Care Medicine· Medicine
machine prediction:candidate · noneconsensus · none
11
citations
venueno affno abstractunlabeled
10.1016/j.ypdi.2013.02.012
2000· article· en· Time to knit· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
affunlabeled
What on earth is APRV?
Dietrich Henzler
2011· review· en· Critical Care· Medicine
machine prediction:candidate · noneconsensus · none
11
citations
afffundno abstractunlabeled
Home Noninvasive Ventilation in COPD
Marta Kamińska, Veronique Adam, Jeremy E. Orr
2024· review· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
11
citations
affaboutunlabeled
Reverse triggering ? a novel or previously missed phenomenon?
Robert L. Jackson, Audery Kim, Nikolay Moroz, L. Felipe Damiani, Domenico Luca Grieco, Thomas Piraino +4 more
2024· article· en· Annals of Intensive Care· Medicine
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Airway‐Parenchymal Interdependence
Peter D. Paré, Wayne Mitzner
2012· article· en· Comprehensive physiology· Medicine
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Acute Respiratory Distress Syndrome
Wolfgang M. Kuebler
2019· letter· en· Anesthesiology· Medicine
machine prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
We’ve never seen a patient with ARDS!
Jean‐Louis Vincent, Arthur S. Slutsky
2020· article· en· Intensive Care Medicine· Medicine
machine prediction:candidate · noneconsensus · none
10
citations

How this was built: Screen · Findings · About