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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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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.

233 results · 1 filter active ·
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20002025
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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.
233 works in the cohort · of 4,299,418page 5 of 5

Labels cover 233 of 233 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 233 of 233 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · metaresearch+metaepi_broad+metaepi_narrowgpt · metaresearch+metaepi_broadmodels split
Patient-important outcomes reported in clinical studies of pharmacologic treatments for covid-19: A protocol of a meta-epidemiological study
Juan José Yepes-Núñez, Mario A. Jiménez-Mora, Andrea Ramírez Varela, José F. Meneses-Echávez, Julia Bidonde, Adriana Angarita Fonseca +7 more
2020· preprint· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · metaresearch
0
citations
aboutno affgemma · metaresearch+metaepi_broadgpt · metaresearch+metaepi_broadmodels agree
Meta-Analyses Proved Inconsistent in How Missing Data Were Handled Across Their Included Primary Trials: A Methodological Survey
Kahale LA, Khamis AM, Batoul Diab, Yuhua Chang, Lopes LC, Arnav Agarwal +8 more
2020· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science
0
citations
afffundgemma · metaresearch+metaepi_broad+metaepi_narrowgpt · metaepi_narrow+metaepi_broad+metaresearchmodels agree
Bias Estimation In Study Design: A Meta-Epidemiological Analysis of Transcatheter Versus Surgical Aortic Valve Replacement
Saerom Youn, Shannon Wong, Caitlin C Chrystoja, George Tomlinson, Harindra C. Wijeysundera, Chaim M. Bell +5 more
2020· preprint· en· Research Square (Research Square)· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
0
citations
affvenuegemma · metaresearch+metaepi_broadgpt · metaresearch+metaepi_broadmodels agree
Methodological Quality of Systematic Reviews for Questions of Therapy and Prevention Published in the Urological Literature (2016–2021) Fails to Improve
Maylynn Ding, Jared Johnson, Onuralp Ergun, Gustavo Ariel Alvez, Philipp Dahm
2023· article· en· Société Internationale d’Urologie Journal· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
0
citations
aboutno affgemma · no categorygpt · metaepi_broadmodels split
S2310 Comparing Robotic, Laparoscopic and Open Pancreaticoduodenectomy: A Systematic Review and Network Meta-Analysis of Randomized Controlled Trials and Propensity-Matched Studies
Noor Ul Huda Ramzan, Sabah Mohib, Zain Ul Abideen, Muhammad Hassan Waseem, Sania Aimen, Khadija Mohib +3 more
2025· article· en· The American Journal of Gastroenterology· Medicine
distilled prediction:candidate · metaepi_broadconsensus · none
0
citations
afffundgemma · metaresearch+metaepi_broadgpt · metaresearch+metaepi_broadmodels split
Clinical Trials in COVID-19 Management & Prevention: A Meta-epidemiological Study examining methodological quality
Kimia Honarmand, J.B. Penn, Arnav Agarwal, Reed Siemieniuk, Romina Brignardello‐Petersen, Jessica J Bartoszko +13 more
2020· preprint· en· medRxiv· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+research_integrity+insufficient_payloadconsensus · metaresearch
0
citations
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