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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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aboutaboutness

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 4 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.

affunlabeled
Janus Kinase Inhibitors for Alopecia Areata
Ming Liu, Ya Gao, Yuan Yuan, Kelu Yang, Caiyi Shen, Jiancheng Wang +1 more
2023· review· en· JAMA Network Open· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
53
citations
aboutno affunlabeled
Endovascular Therapy for Stroke Presenting Beyond 24 Hours
Hassan Kobeissi, Sherief Ghozy, Gautam Adusumilli, Ramanathan Kadirvel, Waleed Brinjikji, Alejandro A. Rabinstein +1 more
2023· review· en· JAMA Network Open· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
afffundunlabeled
Drug Shortages Prior to and During the COVID-19 Pandemic
Katherine Callaway Kim, Scott D. Rothenberger, Mina Tadrous, Inmaculada Hernandez, Walid F. Gellad, Joshua W. Devine +3 more
2024· article· en· JAMA Network Open· Economics, Econometrics and Finance
distilled prediction:candidate · scholarly_communicationconsensus · none
49
citations
afffundaboutunlabeled
Pain Exposure and Brain Connectivity in Preterm Infants
Thiviya Selvanathan, Steven Ufkes, Ting Guo, Vann Chau, Helen M. Branson, George M. Ibrahim +4 more
2024· article· en· JAMA Network Open· Medicine
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Association of Sleep Disorders With Physician Burnout
Matthew D. Weaver, Rebecca Robbins, Stuart F. Quan, Conor S. O’Brien, Natalie Viyaran, Charles A. Czeisler +1 more
2020· article· en· JAMA Network Open· Health Professions
distilled prediction:candidate · noneconsensus · none
45
citations

How this was built: Screen · Findings · About