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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.

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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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Journal of Anesthesia
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Retraction
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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.

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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.

75 results · 1 filter active ·
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20012025
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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.
75 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 75 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 75 of 75 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
A practical guide to acute pain management in children
Nan Gai, Basem Naser, Jacqueline Hanley, Arie Peliowski, Jason Hayes, Kazuyoshi Aoyama
2020· review· en· Journal of Anesthesia· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
108
citations
affunlabeled
Tribute to Dr. Takuo Aoyagi, inventor of pulse oximetry
Katsuyuki Miyasaka, Kirk H. Shelley, Shosuke Takahashi, H. KUBOTA, Kazumasa Ito, Ikuto Yoshiya +11 more
2021· article· en· Journal of Anesthesia· Engineering
distilled prediction:candidate · noneconsensus · none
38
citations
afffundno abstractunlabeled
How to mitigate confounding factors in observational studies
Makoto Sumie, Alan Yang, Jason Hayes, Ken Yamaura, Kazuyoshi Aoyama
2023· letter· en· Journal of Anesthesia· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
afffundno abstractunlabeled
Chronic post-surgical pain in pediatric population
Machiko Furuta, Yasuyuki Suzuki, Naiyi Sun, Kazuyoshi Aoyama
2022· letter· en· Journal of Anesthesia· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Fixing the anesthesia research crisis in Japan
Junichi Saito, Kazuyoshi Hirota, Yusuke Mazda, Kazuyoshi Aoyama, Koichi Suehiro, Fumimasa Amaya +2 more
2024· article· en· Journal of Anesthesia· Medicine
distilled prediction:candidate · noneconsensus · none
3
citations
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