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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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Journal of the Royal Society of Medicine
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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.

119 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.
119 works in the cohort · of 4,299,418page 2 of 3

Labels cover 1 of 119 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 119 of 119 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
Why did I become a clinician-trialist?
David L. Sackett
2015· article· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Treatment of age-related macular degeneration
Andrew C. Browning, Winfried M. K. Amoaku, Harminder S. Dua
2004· article· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Thyroid Swellings in Renaissance Art
H. E. Emson
2004· letter· en· Journal of the Royal Society of Medicine· Arts and Humanities
machine prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Pickles of Wensleydale
Robert Moorhead
2001· article· en· Journal of the Royal Society of Medicine· Environmental Science
machine prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Free drugs for all?
Alan Maynard
2009· editorial· en· Journal of the Royal Society of Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Where are all the bioethicists when you need them?
Subrata Chattopadhyay, John J Gillon, Raymond De Vries
2012· article· en· Journal of the Royal Society of Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Placebos in the clinic
Stewart Justman
2013· editorial· en· Journal of the Royal Society of Medicine· Neuroscience
machine prediction:candidate · noneconsensus · none
3
citations
afffundno abstractunlabeled
Psychology of envy towards medical colleagues
Donald A. Redelmeier, Edward Etchells, Umberin Najeeb
2023· article· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Moving patients to create bed capacity
Jim George, Iain Wilkinson
2016· editorial· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Extra Vertebrae in Ingres’ La Grande Odalisque
Jean-Yves Maigne, Gilles Châtellier, Hélène Norlöff
2004· article· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Islet cell transplantation
Terry Samuel, Paul Cockwell
2002· article· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Willis's Cerebri Anatome
William Feindel
2003· letter· en· Journal of the Royal Society of Medicine· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
The grass isn't always greener
David Bryson
2012· article· en· Journal of the Royal Society of Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
afffundno abstractunlabeled
Trusting in lived experience
Donald A. Redelmeier, Edward Etchells, Umberin Najeeb
2024· article· en· Journal of the Royal Society of Medicine· Psychology
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Novel Medicine: Love in the Time of Cholera
Gabriel García Márquez, A. Mark Clarfield
2007· article· en· Journal of the Royal Society of Medicine· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Novel Medicine: Arrowsmith
Sinclair Lewis, A. Mark Clarfield
2007· article· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Willis's Cerebri Anatome
William Feindel
2003· article· en· Journal of the Royal Society of Medicine· Arts and Humanities
machine prediction:candidate · stsconsensus · none
2
citations
aboutno affunlabeled
Mass extinction of life is imminent
Kamran Abbasi
2010· editorial· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Letters to the Editor
Justin M. E. Martin
2004· letter· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Ockham's razor
John Grimley Evans
2008· letter· en· Journal of the Royal Society of Medicine· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Stonehenge: A View from Medicine
A. M. Perks, Darlene Marie Bailey
2003· article· en· Journal of the Royal Society of Medicine· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Michelin-starred theatres
Jonathan L. Meakins
2011· letter· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
So you want to write a textbook?
Philip H. Gordon
2000· article· en· Journal of the Royal Society of Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The History of St Mary's
Elsbeth Heaman
2004· letter· en· Journal of the Royal Society of Medicine· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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