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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.

affaffiliation
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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 9 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.

aboutno affunlabeled
Roles for librarians in systematic reviews: a scoping review
Angela Spencer, Jonathan D. Eldredge
2018· review· en· Journal of the Medical Library Association JMLA· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+metaepi_broad+insufficient_payload
156
citations
affunlabeled
Damned if you do, damned if you don't: subgroup analysis and equity
Mark Petticrew, Peter Tugwell, Elizabeth Kristjansson, Sandy Oliver, Erin Ueffing, Vivian Welch
2011· article· en· Journal of Epidemiology & Community Health· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch
155
citations
afffundgemma · metaresearchgpt · metaresearchmodels split
An optimal search filter for retrieving systematic reviews and meta-analyses
Edwin Lee, Maureen Dobbins, Kara DeCorby, Lyndsey McRae, Daiva Tirilis, Heather Husson
2012· article· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
152
citations
affunlabeled
GRADE approach to drawing conclusions from a network meta-analysis using a partially contextualised framework
Romina Brignardello‐Petersen, Ariel Izcovich, Bram Rochwerg, Iván D. Flórez, Glen Hazlewood, Waleed Alhazanni +4 more
2020· review· en· BMJ· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payload
151
citations
affvenueno abstractunlabeled
Systematic Reviews: What Do You Need to Know to Get Started?
Theresa L. Charrois
2015· article· en· The Canadian Journal of Hospital Pharmacy· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
151
citations
affno abstractunlabeled
Patterns of reporting health-related quality of life outcomes in randomized clinical trials: implications for clinicians and quality of life researchers
Michael Brundage, Brenda Bass, Judith Davidson, John Queenan, Andrea Bezjak, Jolie Ringash +2 more
2010· review· en· Quality of Life Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrityconsensus · metaresearch+metaepi_broad+research_integrity
150
citations
affno abstractunlabeled
Bibliographic study showed improving statistical methodology of network meta-analyses published between 1999 and 2015
Μαρία Πετροπούλου, Adriani Nikolakopoulou, Areti-Angeliki Veroniki, Patricia Rios, Afshin Vafaei, Wasifa Zarin +6 more
2016· 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
149
citations
afffundno abstractunlabeled
CONSORT 2010 changes and testing blindness in RCTs
Kenneth F. Schulz, Douglas G. Altman, David Moher, Dean Fergusson
2010· article· en· The Lancet· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
149
citations
affunlabeled
A tutorial on methodological studies: the what, when, how and why
Lawrence Mbuagbaw, Daeria O. Lawson, Livia Puljak, David B. Allison, Lehana Thabane
2020· review· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
147
citations
affgemma · metaresearchgpt · metaresearchmodels agree
Methodologic Issues in Systematic Reviews and Meta-Analyses
Víctor M. Montori, M.F. Swiontkowski
2003· article· en· Clinical Orthopaedics and Related Research· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
144
citations
afffundgemma · metaresearchgpt · metaresearchmodels agree
Recommendations for reporting of systematic reviews and meta-analyses of diagnostic test accuracy: a systematic review
Trevor A. McGrath, Mostafa Alabousi, Becky Skidmore, Daniël A. Korevaar, Patrick M. Bossuyt, David Moher +2 more
2017· review· en· Systematic Reviews· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payload
142
citations
afffundunlabeled
CONSORT extension for reporting N-of-1 trials (CENT) 2015 Statement
Sunita Vohra, Larissa Shamseer, Margaret Sampson, Cecilia Bukutu, Christopher H. Schmid, Robyn Tate +15 more
2015· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+insufficient_payloadconsensus · metaresearch
142
citations
affno abstractunlabeled
Fixed- and Random-Effects Models
Steve Kanters
2021· review· en· Methods in molecular biology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broadconsensus · metaresearch
142
citations

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