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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
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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 6 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.

affno abstractunlabeled
Addition of a macrolide to a ß-lactam in bacteremic pneumococcal pneumonia
Richard Dwyer, Åke Örtqvist, Ewa Aufwerber, Birgitta Henriques Normark, Thomas J. Marrie, Maurice A. Mufson +4 more
2006· article· en· European Journal of Clinical Microbiology & Infectious Diseases· Medicine
distilled prediction:candidate · noneconsensus · none
57
citations
affunlabeled
The macrolides
Glen Hansen, K. Metzler, Emidio DeCarolis, Joseph M. Blondeau
2002· review· en· Expert Opinion on Investigational Drugs· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
56
citations
aboutno affunlabeled
In-hospital hyperglycemia but not diabetes mellitus alone is associated with increased in-hospital mortality in community-acquired pneumonia (CAP): a systematic review and meta-analysis of observational studies prior to COVID-19
Rahul Barmanray, Nathan Cheuk, Spiros Fourlanos, Peter B Greenberg, Peter G. Colman, Leon J. Worth
2022· review· en· BMJ Open Diabetes Research & Care· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broadconsensus · none
54
citations
affunlabeled
Standardization of Laboratory Methods for the PERCH Study
Amanda J. Driscoll, Ruth A. Karron, Susan C. Morpeth, Niranjan Bhat, Orin S. Levine, Henry C. Baggett +37 more
2017· article· en· Clinical Infectious Diseases· Medicine
distilled prediction:candidate · noneconsensus · none
53
citations
affaboutunlabeled
Community‐Acquired Pneumonia and Do Not Resuscitate Orders
Thomas J. Marrie, Michael J. Fine, Wishwa N. Kapoor, Christopher M. Coley, Daniel E. Singer, D. Scott Obrosky
2002· article· en· Journal of the American Geriatrics Society· Medicine
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Pneumonia in the elderly
Mark Loeb
2004· review· en· Current Opinion in Infectious Diseases· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations

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