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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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Diversity and Career in 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
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 ·
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20002025
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Machine labels · sparse coverage
Evidence
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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 5 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.

affvenueaboutunlabeled
Women in pharmacy
Donica Janzen, Kerry M. Fitzpatrick, Karen Jensen, Linda G. Suveges
2013· article· en· Canadian Pharmacists Journal / Revue des Pharmaciens du Canada· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
39
citations
affno abstractunlabeled
Access to Paid Parental Leave for Academic Surgeons
Dina S. Itum, Sarah C. Oltmann, Michael A. Choti, Hannah G. Piper
2018· article· en· Journal of Surgical Research· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
37
citations
affunlabeled
The Experiences of Motherhood in Female Surgeons
Dorsa Mavedatnia, Shakiba Ardestani, Sarah Zahabi, Penelope Neocleous, Edward Madou, Agnieszka Dzioba +2 more
2022· article· en· Annals of Surgery· Social Sciences
distilled prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Gender Gap in Neurology Research Authorship (1946–2020)
Anne Xuan-Lan Nguyen, Lilian Yoffe, Anna Li, Xuan-Vi Trinh, Jerry Kurian, Heather E. Moss +1 more
2021· article· en· Frontiers in Neurology· Social Sciences
distilled prediction:candidate · noneconsensus · none
37
citations
aboutno affunlabeled
The state of gender diversity in medical physics
Elizabeth Covington, Jean M. Moran, Kelly C. Paradis
2020· article· en· Medical Physics· Social Sciences
distilled prediction:candidate · noneconsensus · none
34
citations
afffundvenueunlabeled
Ableism in the medical profession
Shane Neilson
2020· review· en· Canadian Medical Association Journal· Social Sciences
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · research_integrity
33
citations

How this was built: Screen · Findings · About