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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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Meta-analysis and systematic reviews
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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.

4,076 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.
4,076 works in the cohort · of 4,299,418page 5 of 82

Labels cover 359 of 4,076 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 4,076 of 4,076 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
A brief note on overlapping confidence intervals
Peter C. Austin, Janet E. Hux
2002· article· en· Journal of Vascular Surgery· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
408
citations
affgemma · metaresearchgpt · metaresearchmodels split
Adjusting for Publication Bias in Meta-Analysis
Blakeley B. McShane, Ulf Böckenholt, Karsten T. Hansen
2016· review· en· Perspectives on Psychological Science· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+metaepi_broad+insufficient_payload
407
citations
affunlabeled
Why prospective registration of systematic reviews makes sense
Lesley Stewart, David Moher, Paul Shekelle
2012· article· en· Systematic Reviews· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaresearch+insufficient_payload
386
citations
afffundunlabeled
How to Use an Article Reporting a Multiple Treatment Comparison Meta-analysis
Edward J. Mills, John P. A. Ioannidis, Kristian Thorlund, Holger J. Schünemann, Milo A. Puhan, Gordon Guyatt
2012· article· en· JAMA· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
362
citations
affunlabeled
How are systematic reviews of prevalence conducted? A methodological study
Celina Borges Migliavaca, Cinara Stein, Verônica Colpani, Timothy Hugh Barker, Zachary Munn, Maicon Falavigna
2020· article· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
356
citations
affno abstractgemma · metaresearchgpt · metaresearchmodels split
Preregistration Is Hard, And Worthwhile
Brian A. Nosek, Emorie D Beck, Lorne Campbell, Jessica Kay Flake, Tom E Hardwicke, David Thomas Mellor +2 more
2019· review· en· Trends in Cognitive Sciences· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
355
citations
affno abstractunlabeled
SPIRIT 2013: new guidance for content of clinical trial protocols
An‐Wen Chan, Jennifer Tetzlaff, Douglas G. Altman, Kay Dickersin, David Moher
2013· article· en· The Lancet· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
340
citations
affno abstractunlabeled
Time-dependent bias was common in survival analyses published in leading clinical journals
Carl van Walraven, Darryl R. Davis, Alan J. Forster, George A. Wells
2004· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payload
339
citations
affunlabeled
A declaração PRISMA 2020: diretriz atualizada para relatar revisões sistemáticas
Matthew J. Page, Joanne E. McKenzie, Patrick M. Bossuyt, Isabelle Boutron, Tammy Hoffmann, Cynthia D. Mulrow +20 more
2022· article· pt· Revista Panamericana de Salud Pública· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+metaepi_narrow+insufficient_payload
338
citations
affgemma · metaresearch+bibliometricsgpt · metaresearchmodels split
Level of Evidence in Orthopaedic Journals
William T. Obremskey, Nick Pappas, Emad Attallah-Wasif, Paul Tornetta, Mohit Bhandari
2005· article· en· Journal of Bone and Joint Surgery· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
324
citations
affunlabeled
Updated Tests for Small-study Effects in Meta-analyses
Roger Harbord, Ross Harris, Jonathan A C Sterne
2009· article· en· The Stata Journal Promoting communications on statistics and Stata· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · metaresearch
323
citations
afffundunlabeled
Systematic review adherence to methodological or reporting quality
Kusala Pussegoda, Lucy Turner, Chantelle Garritty, Alain Mayhew, Becky Skidmore, Adrienne Stevens +6 more
2017· article· en· Systematic Reviews· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
319
citations
affunlabeled
RAMESES publication standards: meta‐narrative reviews
Geoff Wong, Trisha Greenhalgh, Gill Westhorp, Jeanette Buckingham, Ray Pawson
2013· article· en· Journal of Advanced Nursing· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · metaresearch
317
citations
afffundno abstractunlabeled
CONSORT 2025 statement: updated guideline for reporting randomised trials
Sally Hopewell, An-Wen Chan, Gary S. Collins, Asbjørn Hróbjartsson, David Moher, Kenneth F. Schulz +32 more
2025· review· en· The Lancet· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+scholarly_communication+insufficient_payloadconsensus · metaresearch+metaepi_broad+insufficient_payload
314
citations
affno abstractunlabeled
EQUATOR: reporting guidelines for health research
Douglas G. Altman, Iveta Simera, John Hoey, David Moher, Ken Schulz
2008· article· en· The Lancet· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
313
citations
affgemma · metaresearchgpt · metaresearchmodels split
Systematic review and meta-analysis methodology
Mark Crowther, Wendy Lim
2010· review· en· Blood· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payload
308
citations
affno abstractunlabeled
Conducting high quality scoping reviews-challenges and solutions
Hanan Khalil, Micah D.J. Peters, Andrea C. Tricco, Danielle Pollock, Lyndsay Alexander, Patricia McInerney +2 more
2020· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+insufficient_payloadconsensus · metaresearch
305
citations

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