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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 8 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
Coached Peer Review: Developing the Next Generation of Authors
Daniel Sidalak, Eve Purdy, S. Luckett‐Gatopoulos, Heather Murray, Brent Thoma, Teresa M. Chan
2016· article· en· Academic Medicine· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
aboutno affunlabeled
Burnout in Medical School Deans: An Uncommon Problem
Steven G. Gabbe, Lynn E. Webb, Donald E. Moore, Frank E. Harrell, W. Anderson Spickard, Ralph Austin Powell
2008· article· en· Academic Medicine· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
50
citations
affunlabeled
Cognitive Difficulty in Physicians
John Turnbull, Ramona M. Carbotte, Eileen Hanna, Geoff Norman, John Cunnington, Blair Ferguson +1 more
2000· article· en· Academic Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
affunlabeled
From the Clinic to the Community
Sarah Dobson, Stéphane Voyer, Maria Hubinette, Glenn Regehr
2014· article· en· Academic Medicine· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
49
citations
affunlabeled
Standard Setting
Susan Humphrey‐Murto, John C. MacFadyen
2002· article· en· Academic Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
49
citations
afffundunlabeled
Thresholds of Principle and Preference
Tavis Apramian, Sayra Cristancho, Chris Watling, Michael Ott, Lorelei Lingard
2015· article· en· Academic Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
49
citations
affaboutunlabeled
Educating Future Physicians for Ontario
R F Maudsley, Donald Wilson, V R Neufeld, Brian Hennen, Michael Devillaer, J Wakefield +6 more
2000· article· en· Academic Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations
affunlabeled
More Consensus Than Idiosyncrasy
Andrea Gingerich, Cees van der Vleuten, Kevin W. Eva, Glenn Regehr
2014· article· en· Academic Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
46
citations
affunlabeled
Viewpoint:
Jochanan Benbassat, Reuben Baumal, Samuel N. Heyman, Mayer Brezis
2005· editorial· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
45
citations

How this was built: Screen · Findings · About