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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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Pneumonia and Respiratory Infections
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,783 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.
1,783 works in the cohort · of 4,299,418page 3 of 36

Labels cover 7 of 1,783 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 1,783 of 1,783 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The obesity paradox in community-acquired bacterial pneumonia
Vicente Corrales‐Medina, Josemon Valayam, José A. Serpa, Adriana M. Rueda, Daniel M. Musher
2010· article· en· International Journal of Infectious Diseases· Medicine
distilled prediction:candidate · noneconsensus · none
113
citations
affvenueunlabeled
Pneumococcal vaccination and risk of myocardial infarction
François Lamontagne, Marie‐Pierre Garant, J.-C. Carvalho, L. Lanthier, Marek Smieja, Dominic Pilon
2008· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · noneconsensus · none
113
citations
aboutno affunlabeled
Invasive Pneumococcal Disease in Alaskan Children
Jay D. Wenger, Tammy Zulz, Dana Bruden, Rosalyn Singleton, Michael G. Bruce, Lisa Bulkow +6 more
2010· article· en· The Pediatric Infectious Disease Journal· Medicine
distilled prediction:candidate · noneconsensus · none
110
citations
affno abstractunlabeled
Severe Community-Acquired Pneumonia
Wendy Sligl, Thomas J. Marrie
2013· review· en· Critical Care Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
107
citations
affunlabeled
Pneumonia in Older Persons
Mark Loeb
2003· review· en· Clinical Infectious Diseases· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
99
citations
affunlabeled
Necrotizing Pneumonia in Children
C. Lemaître, François Angoulvant, Flaviu Gabor, Juliette Makhoul, Stéphane Bonacorsi, J. Naudin +4 more
2013· article· en· The Pediatric Infectious Disease Journal· Medicine
distilled prediction:candidate · noneconsensus · none
90
citations

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