MétaCan
Menu
Cohort builder

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.

Search term
Author
Year range
Sort
Language
Type
Field
Venue
Topic
Diversity and Career in Medicine
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

2,371 results · 1 filter active ·
Results by year
20002025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,371 works in the cohort · of 4,299,418page 4 of 48

Labels cover 16 of 2,371 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 2,371 of 2,371 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Mentorship: A Pathway to Succeed in Plastic Surgery
Smita R. Ramanadham, Rod J. Rohrich
2018· article· en· Plastic & Reconstructive Surgery· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
47
citations
affunlabeled
A Longitudinal Analysis of the Pediatric Surgeon Workforce
James A. O’Neill, Shiva Gautam, James D. Geiger, Sigmund H. Ein, Thomas M. Holder, Robert S. Bloss +1 more
2000· article· en· Annals of Surgery· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
aboutno affunlabeled
Change of Interest in Surgery during Medical School
Karen D. Novielli, Mohammadreza Hojat, PAULINE K. PARK, Joseph S. Gonnella, J. Jon Veloski
2001· article· en· Academic Medicine· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
aboutno affunlabeled
Who Makes It to the End?
Heather Yeo, Jonathan S. Abelson, Jialin Mao, Frank R. Lewis, Fabrizio Michelassi, Richard Bell +2 more
2017· article· en· Annals of Surgery· Social Sciences
distilled prediction:candidate · noneconsensus · none
44
citations
affno abstractunlabeled
Social dominance theory and medical specialty choice
Brice Lepièce, Christine Reynaert, Philippe Van Meerbeeck, Valérie Dory
2015· article· en· Advances in Health Sciences Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
42
citations
aboutno affunlabeled
Editorial diversity in medical education journals
Sharon Wing Lam Yip, Ahmed Rashid
2021· article· en· The Clinical Teacher· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
42
citations
affno abstractunlabeled
Advancing women in medical leadership
Helena Teede
2019· article· en· The Medical Journal of Australia· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
affunlabeled
Addressing gender imbalance in intensive care
Jean‐Louis Vincent, Nicole P. Juffermans, Karen E. A. Burns, V. Marco Ranieri, Chryssa Pourzitaki, Francesca Rubulotta
2021· article· en· Critical Care· Social Sciences
distilled prediction:candidate · noneconsensus · none
42
citations

How this was built: Screen · Findings · About