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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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JAMA Network Open
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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.

1,054 results · 1 filter active ·
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20122025
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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.
1,054 works in the cohort · of 4,299,418page 3 of 22

Labels cover 25 of 1,054 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 1,054 of 1,054 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Association of COVID-19 Infection With Incident Diabetes
Zaeema Naveed, Héctor Alexander Velásquez García, Stanley Wong, James Wilton, Geoffrey McKee, Bushra Mahmood +3 more
2023· article· en· JAMA Network Open· Medicine
machine prediction:candidate · noneconsensus · none
71
citations
aboutno affunlabeled
Mapping Health Disparities in 11 High-Income Nations
Neil J. MacKinnon, Vanessa Emery, Jennifer L. Waller, Brittany Ange, Preshit Ambade, Munira Gunja +1 more
2023· article· en· JAMA Network Open· Health Professions
machine prediction:candidate · noneconsensus · none
65
citations
affunlabeled
Epidemiology of Neuroendocrine Neoplasms in the US
Arvind Dasari, Katrine L. Wallace, Daniel M. Halperin, Jessica Maxwell, Pamela L. Kunz, Simron Singh +2 more
2025· article· en· JAMA Network Open· Medicine
machine prediction:candidate · noneconsensus · none
63
citations
affaboutunlabeled
Adverse Life Experiences and Brain Function
Niki Hosseini‐Kamkar, Mahdieh Varvani Farahani, Maja Nikolic, Kaycee Stewart, Samantha F. Goldsmith, Reza Rajabli +4 more
2023· review· en· JAMA Network Open· Psychology
machine prediction:candidate · noneconsensus · none
63
citations
afffundgemma · no categorygpt · no categorymodels agree
Association of Psychosocial Stress With Risk of Acute Stroke
Catriona Reddin, Robert Murphy, Graeme J. Hankey, Conor Judge, Denis Xavier, Annika Rosengren +49 more
2022· article· en· JAMA Network Open· Medicine
machine prediction:candidate · noneconsensus · none
55
citations

How this was built: Screen · Findings · About