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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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Health and Medical Research Impacts
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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.

2,224 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.
2,224 works in the cohort · of 4,299,418page 1 of 45

Labels cover 25 of 2,224 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 2,224 of 2,224 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Assessing scientists for hiring, promotion, and tenure
David Moher, Florian Naudet, Ioana A. Cristea, Frank Miedema, John P. A. Ioannidis, Steven N. Goodman
2018· article· en· PLoS Biology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
486
citations
affunlabeled
Against pandemic research exceptionalism
Alex John London, Jonathan Kimmelman
2020· article· en· Science· Medicine
distilled prediction:candidate · metaresearchconsensus · none
387
citations
affaboutunlabeled
A survey on the attitudes towards research in medical school
D. Robert Siemens, Sanoj Punnen, James M.W. Wong, Nimira Kanji
2010· article· en· BMC Medical Education· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
348
citations
affno abstractunlabeled
Career choice in academic medicine
Sharon E. Straus, Christine Straus, Katina Tzanetos
2006· review· en· Journal of General Internal Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
299
citations
affunlabeled
Stop this waste of people, animals and money
David Moher, Larissa Shamseer, Kelly D. Cobey, Manoj M. Lalu, James Galipeau, Marc T. Avey +26 more
2017· article· en· Nature· Medicine
distilled prediction:candidate · metaresearchconsensus · none
279
citations
affunlabeled
An Analysis of Altmetrics in Emergency Medicine
David Barbic, Michelle Tubman, Henry Lam, Skye Barbic
2016· article· en· Academic Emergency Medicine· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
133
citations
afffundgemma · metaresearchgpt · metaresearchmodels split
A global call for action to include gender in research impact assessment
Pavel V. Ovseiko, Trisha Greenhalgh, Paula Adam, Jonathan Grant, Saba Hinrichs, Kathryn E. Graham +39 more
2016· article· en· Health Research Policy and Systems· Medicine
distilled prediction:candidate · metaresearchconsensus · metaresearch
122
citations
fundno affunlabeled
What do we know about grant peer review in the health sciences?
Susan Guthrie, Ioana Ghiga, Steven Wooding
2018· preprint· en· F1000Research· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
101
citations
affvenueunlabeled
Leadership in medicine
Ruth L. Collins-Nakai
2020· article· en· McGill Journal of Medicine· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
93
citations
affno abstractunlabeled
Trends in US Autism Research Funding
Jennifer S. Singh, Judy Illes, Laura C. Lazzeroni, Joachim Hallmayer
2009· article· en· Journal of Autism and Developmental Disorders· Medicine
distilled prediction:candidate · noneconsensus · none
91
citations
affunlabeled
IDEAL-D Framework for Device Innovation
Hani J. Marcus, Amy Bennett, Ajai Chari, Toni Day, Allison Hirst, Archie Hughes‐Hallett +6 more
2021· article· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaresearchconsensus · none
89
citations
affunlabeled
The Fundamental Characteristics of a Translational Scientist
C. Taylor Gilliland, Julia White, Barry Gee, Rosan Kreeftmeijer-Vegter, Florence Biétrix, Antón Ussi +9 more
2019· editorial· en· ACS Pharmacology & Translational Science· Medicine
distilled prediction:candidate · stsconsensus · none
87
citations
affunlabeled
NIH funding and the pursuit of edge science
Mikko Packalén, Jay Bhattacharya
2020· review· en· Proceedings of the National Academy of Sciences· Medicine
distilled prediction:candidate · metaresearch+stsconsensus · none
80
citations
affunlabeled
Breaking Down the Walls
Dale Dauphinée, Joseph B. Martin
2000· article· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
79
citations
afffundunlabeled
Navigating Open Science as Early Career Feminist Researchers
Madeleine Pownall, Catherine V. Talbot, Anna Henschel, Alexandra Lautarescu, Kelly Lloyd, Helena Hartmann +4 more
2021· article· en· Psychology of Women Quarterly· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
73
citations
affno abstractunlabeled
No publication without confirmation
Jeffrey S. Mogil, Malcolm Macleod
2017· article· en· Nature· Medicine
distilled prediction:candidate · metaresearchconsensus · none
73
citations
aboutno affunlabeled
The Biggest Bangs
Jonathan I Katz
2002· book· en· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
70
citations

How this was built: Screen · Findings · About