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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 3 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.

afffundunlabeled
Epidemiology and Reporting Characteristics of Systematic Reviews
David Moher, Jennifer Tetzlaff, Andrea C. Tricco, Margaret Sampson, Douglas G. Altman
2007· article· en· PLoS Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
903
citations
affno abstractunlabeled
GRADE guidelines: 12. Preparing Summary of Findings tables—binary outcomes
Gordon Guyatt, Andrew D Oxman, Nancy Santesso, Mark Helfand, Gunn Elisabeth Vist, Regina Kunz +10 more
2012· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_broad+research_integrity+insufficient_payload
846
citations
affunlabeled
Scales to Assess the Quality of Randomized Controlled Trials: A Systematic Review
Susan Armijo Olivo, Luciana Macedo, Inaê Caroline Gadotti, Jorge Fuentes, Tasha R. Stanton, David J. Magee
2007· review· en· Physical Therapy· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payload
831
citations
afffundunlabeled
Prognosis Research Strategy (PROGRESS) 2: Prognostic Factor Research
Richard D Riley, Jill A. Hayden, Ewout W. Steyerberg, Karel G.M. Moons, Keith R. Abrams, P. Kyzas +5 more
2013· review· en· PLoS Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+insufficient_payload
811
citations
affgemma · no categorygpt · metaresearchmodels split
Conducting systematic reviews of association (etiology)
Sandeep Moola, Zachary Munn, Kim Sears, Raluca Sfetcu, Marian J. Currie, Karolina Lisy +4 more
2015· article· en· International Journal of Evidence-Based Healthcare· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
801
citations
aboutno affgemma · metaresearchgpt · metaresearchmodels agree
Appraising the Quality of Medical Education Research Methods
David A. Cook, Darcy A. Reed
2015· article· en· Academic Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
789
citations
affunlabeled
Consolidated standards of reporting trials (CONSORT) and the completeness of reporting of randomised controlled trials (RCTs) published in medical journals
Lucy Turner, Larissa Shamseer, Douglas G. Altman, Laura Weeks, Jodi Peters, Thilo Kober +4 more
2012· review· en· Cochrane Database of Systematic Reviews· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad
754
citations
affunlabeled
Qualitative Metasynthesis: Reflections on Methodological Orientation and Ideological Agenda
Sally Thorne, Louise Jensen, Margaret H. Kearney, George W. Noblit, Margarete Sandelowski
2004· review· en· Qualitative Health Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
753
citations
afffundno abstractunlabeled
The statistical significance of randomized controlled trial results is frequently fragile: a case for a Fragility Index
Michael Walsh, Sadeesh Srinathan, Daniel F. McAuley, Marko Mrkobrada, Oren Levine, Christine Ribic +8 more
2014· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_broad+research_integrity
736
citations
affunlabeled
Demystifying trial networks and network meta-analysis
Edward J. Mills, Kristian Thorlund, John P. A. Ioannidis
2013· review· en· BMJ· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+insufficient_payloadconsensus · metaresearch+metaepi_broad+insufficient_payload
734
citations
affunlabeled
Randomized trials stopped early for benefit: a systematic review.
Víctor M. Montori, P.J. Devereaux, Neill K. J. Adhikari, Karen E. A. Burns, C. Eggert, Matthias Briel +15 more
2005· review· en· PubMed· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payload
696
citations
affno abstractunlabeled
Living systematic review: 1. Introduction—the why, what, when, and how
Julian Elliott, Anneliese Synnot, Tari Turner, Mark Simmonds, Elie A. Akl, Steve McDonald +124 more
2017· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+scholarly_communication+insufficient_payloadconsensus · metaresearch
671
citations
affunlabeled
Approaches to interpreting and choosing the best treatments in network meta-analyses
Lawrence Mbuagbaw, Bram Rochwerg, Roman Jaeschke, D. Heels-Andsell, Waleed Alhazzani, Lehana Thabane +1 more
2017· editorial· en· Systematic Reviews· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+metaepi_narrow
664
citations
affgemma · metaresearchgpt · metaresearchmodels split
Methodological guidance for the conduct of mixed methods systematic reviews
Cindy Stern, Lucylynn Lizarondo, Judith Carrier, Christina Godfrey, Kendra L. Rieger, Susan Salmond +3 more
2020· article· en· JBI Evidence Synthesis· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
664
citations
affunlabeled
Preferred reporting items for systematic reviews and meta‐analyses in ecology and evolutionary biology: a <scp>PRISMA</scp> extension
Rose E. O’Dea, Malgorzata Lagisz, Michael D. Jennions, Julia Koricheva, Daniel W. A. Noble, Timothy Parker +5 more
2021· article· en· Biological reviews/Biological reviews of the Cambridge Philosophical Society· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broadconsensus · metaresearch+metaepi_broad
641
citations
afffundno abstractunlabeled
An evidence-based practice guideline for the peer review of electronic search strategies
Margaret Sampson, Jessie McGowan, Elise Cogo, Jeremy Grimshaw, David Moher, Carol Lefebvre
2009· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_broad
627
citations

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