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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.

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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.

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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 17 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.

afffundno abstractunlabeled
Respiratory system mechanics, gas exchange, and outcomes in mechanically ventilated patients with COVID-19-related acute respiratory distress syndrome: a systematic review and meta-analysis
Mallikarjuna Ponnapa Reddy, Ashwin Subramaniam, Clara Chua, Ryan Ruiyang Ling, Chris Anstey, Kollengode Ramanathan +2 more
2022· review· en· The Lancet Respiratory Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow
43
citations
affunlabeled
The PIRO concept: O is for organ dysfunction.
Jean‐Louis Vincent, Julia Wendon, Johan Groeneveld, JOHN MARSHALL, Stephen Streat, Jean Carlet
2003· article· en· Critical Care· Medicine
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
Esophageal Manometry
Tài Pham, Irene Telías, Jeremy R. Beitler
2020· review· en· Respiratory Care· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
42
citations
affno abstractunlabeled
Prevalence of Reverse Triggering in Early ARDS
Pablo Rodríguez, Norberto Tiribelli, Sebastián Fredes, Emiliano Gogniat, Gustavo Plotnikow, Ignacio Fernández Ceballos +9 more
2020· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Evaluation of Exogenous Surfactant in HCl-induced Lung Injury
Angela Brackenbury, Pramod S. Puligandla, Lynda A. McCaig, VARONA NIKORE, Lijuan Yao, Ruud A. W. Veldhuizen +1 more
2001· article· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
40
citations
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