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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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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.

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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.

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 26 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. 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
Pneumococcal Serotypes in the Elderly
James D. Kellner, Lionel A. Mandell
2005· letter· en· Clinical Infectious Diseases· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Imaging Community-Acquired Pneumonia
Gerry Schaller, Mark Logan
2002· book-chapter· en· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Community‐acquired pneumonia in older adults
Mark Loeb
2005· article· en· Geriatrics and gerontology international/Geriatrics & gerontology international· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Consequences of Pneumonia in Older Adults
Carlos J. Orihuela, Janet E. McElhaney, Dawn M. E. Bowdish
2021· book-chapter· en· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Reply to Hughes et al
César I. Fernández-Lázaro, Bradley J. Langford, Kevin L. Schwartz
2019· letter· fr· Clinical Infectious Diseases· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Long-term Immunogenicity and Boostability of the 13-valent Pneumococcal Conjugate Vaccine Followed by the 23-valent Pneumococcal Polysaccharide Vaccine in Adults Receiving Immunosuppressive Therapy and Adults With HIV—3-year Follow-up of a Prospective Cohort Study
Jenny L Schnyder, Sabine Haggenburg, Hannah M Garcia Garrido, Bob Meek, Martin P. Grobusch, Abraham Goorhuis
2025· article· en· Clinical Infectious Diseases· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Timing of antibiotics in CAP
Mohammad Reza Shariatzadeh, Thomas J. Marrie
2007· article· en· International Journal of Health Care Quality Assurance· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Consequences of Pneumonia in Older Adults
Carlos J. Orihuela, Janet E. McElhaney, Dawn M. E. Bowdish
2019· book-chapter· en· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About