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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 2 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
Advancing Faculty Development in Medical Education
2013· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
258
citations
affunlabeled
Cognition Before Curriculum
2013· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
251
citations
affunlabeled
Entrustability Scales
2015· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
237
citations
affunlabeled
“I AM a Doctor”
2013· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
226
citations
affunlabeled
Scholarship in Teaching
2000· article· en· Academic Medicine· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
191
citations
affaboutunlabeled
The Aging Physician
2002· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
190
citations
afffundaboutunlabeled
The Etiology of Diagnostic Errors
2013· article· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearchconsensus · none
173
citations
affno abstractunlabeled
The PEARLS Healthcare Debriefing Tool
2017· article· en· Academic Medicine· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
172
citations

How this was built: Screen · Findings · About