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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 17 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Variation in Case Exposure During Internal Medicine Residency
Andrew C. L. Lam, Brandon Tang, Chang Liu, Marwa Ismail, Surain B. Roberts, Matthew Wankiewicz +7 more
2024· article· en· JAMA Network Open· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affaboutunlabeled
Emergency Department Use Among Adults Receiving Dialysis
Paul E. Ronksley, Tayler Scory, Andrew D. McRae, Jennifer M. MacRae, Braden Manns, Eddy Lang +3 more
2024· article· en· JAMA Network Open· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
One-Page Patient Fact Sheets for Low Back Pain in Primary Care
Christian Longtin, Jeremy R. Chang, Jolyn Hersch, Sweekriti Sharma, Michael C Ferraro, Rodrigo R N Rizzo +6 more
2025· article· en· JAMA Network Open· Health Professions
distilled prediction:candidate · noneconsensus · none
5
citations
affgemma · no categorygpt · no categorymodels agree
Lung Cancer Screening and USPSTF Recommendations
Michael Darden, Alex Hoagland
2025· article· en· JAMA Network Open· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations
affaboutunlabeled
Workplace Injury and Mental Health Outcomes
Anthony Wightman, Justin Gawaziuk, Rae Spiwak, Lauren Burton, Brenda Comaskey, Dan Chateau +6 more
2025· article· en· JAMA Network Open· Health Professions
distilled prediction:candidate · stsconsensus · none
5
citations
afffundunlabeled
Post Hoc Bias in Treatment Decisions
Donald A. Redelmeier, Eldar Shafir
2024· article· en· JAMA Network Open· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
4
citations
afffundaboutgemma · no categorygpt · no categorymodels agree
Low-Value Clinical Practices in Pediatric Trauma Care
Theony Deshommes, Gabrielle Freire, Natalie Yanchar, Roger Zemek, Marianne Beaudin, Antonia Stang +19 more
2024· article· en· JAMA Network Open· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Proposed Core Outcomes After Neonatal Sepsis
Petek Eylül Taneri, Linda Biesty, Jamie J Kirkham, Eleanor J. Molloy, Richard A. Polin, Aoife Branagan +14 more
2025· review· en· JAMA Network Open· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
4
citations
fundno affgemma · no categorygpt · no categorymodels agree
Conversion Therapy Exposure and Elevated Cardiovascular Disease Risk
James K. Gibb, Joshua M. Schrock, Madison Shea Smith, Richard T. D’Aquila, Thomas W. McDade, Brian Mustanski
2025· article· en· JAMA Network Open· Psychology
distilled prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About