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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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Academic 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.

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.

1,475 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.
1,475 works in the cohort · of 4,299,418page 12 of 30

Labels cover 9 of 1,475 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 1,475 of 1,475 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Readiness for Clerkship Survey
Linda N. Peterson, Kevin W. Eva, Shayna A. Rusticus, Chris Y. Lovato
2012· article· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearchconsensus · none
29
citations
affunlabeled
Improving Clinical Performance Using Rehearsal or Warm-up
James D. O’Leary, Owen P. O’Sullivan, Paul Barach, George Shorten
2014· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
29
citations
affunlabeled
Blink or Think
Brian Hess, Rebecca S. Lipner, Valerie Thompson, Eric S. Holmboe, Mark L. Graber
2014· article· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
29
citations
affaboutunlabeled
Resident Role Modeling
Robert Sternszus, Mary Ellen Macdonald, Yvonne Steinert
2015· article· en· Academic Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
“It Depends”
Shiphra Ginsburg, Elizabeth Bernabeo, Kathryn M. Ross, Eric S. Holmboe
2012· article· en· Academic Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
aboutno affunlabeled
The Global Health Curriculum of Weill Cornell Medical College
Elizabeth R. Francis, Nichole Goodsmith, Marilyn Michelow, Amita Kulkarni, Anna Sophia McKenney, Sandeep P. Kishore +7 more
2012· article· en· Academic Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
28
citations
aboutno affunlabeled
CurrMIT
M. Brownell Anderson, Lisa LaCourse, Robert Allen, Chris Candler, Terri Cameron, Debra Lafferty
2003· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
28
citations
affaboutunlabeled
Access and Selection
Glen Bandiera, Jerry M Maniate, Mark D. Hanson, Brian Hodges
2015· article· en· Academic Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affunlabeled
The Future of Epidemiology
Roberta B. Ness, Elizabeth Andrews, James A. Gaudino, Anne B. Newman, Colin L. Soskolne, Til Stürmer‎ +2 more
2009· review· en· Academic Medicine· Health Professions
distilled prediction:candidate · research_integrityconsensus · research_integrity
27
citations
aboutno affunlabeled
A Tool for Reviewers
Georges Bordage, Addeane S. Caelleigh
2001· article· en· Academic Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations

How this was built: Screen · Findings · About