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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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Journal of Clinical Epidemiology
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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.

1,510 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.
1,510 works in the cohort · of 4,299,418page 8 of 31

Labels cover 96 of 1,510 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 1,510 of 1,510 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Classification systems for upper-limb musculoskeletal disorders in workers:
Dwayne Van Eerd, Dorcas Beaton, Donald C. Cole, Julie Lucas, Sheilah Hogg‐Johnson, Claire Bombardier
2003· review· en· Journal of Clinical Epidemiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaresearch
75
citations
affno abstractunlabeled
An international survey indicated that unpublished systematic reviews exist
Andrea C. Tricco, Ba’ Pham, Jamie Brehaut, Jacqueline Tetroe, Mario Cappelli, Sally Hopewell +3 more
2009· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
75
citations
afffundno abstractunlabeled
Methods for prospectively incorporating gender into health sciences research
Christina P. Tadiri, Valeria Raparelli, Michał Abrahamowicz, Alexandra Kautzy-Willer, Karolina Kublickiene, María Trinidad Herrero +2 more
2020· article· en· Journal of Clinical Epidemiology· Medicine
distilled prediction:candidate · metaresearchconsensus · metaresearch
73
citations
affno abstractunlabeled
Letter to the Editor
Richard D Riley, Greta Ridley, Katrina Williams, Douglas G. Altman, Jill A. Hayden, Henrica C. W. de Vet
2007· letter· en· Journal of Clinical Epidemiology· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch+research_integrity
73
citations
afffundno abstractunlabeled
Knowledge synthesis methods for generating or refining theory: a scoping review reveals that little guidance is available
Andrea C. Tricco, Jesmin Antony, Charlene Soobiah, Monika Kastner, Elise Cogo, H. Robson MacDonald +3 more
2016· review· en· Journal of Clinical Epidemiology· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
70
citations
affno abstractunlabeled
Systematic reviewers commonly contact study authors but do so with limited rigor
Rebecca J. Mullan, David N. Flynn, Bo Carlberg, Imad M. Tleyjeh, Celia Kamath, Matthew L. LaBella +3 more
2008· 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
70
citations
affno abstractunlabeled
Abbreviated literature searches were viable alternatives to comprehensive searches: a meta-epidemiological study
Barbara Nußbaumer-Streit, Irma Klerings, Gernot Wagner, Thomas L. Heise, Andreea Dobrescu, Susan Armijo‐Olivo +8 more
2018· 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
70
citations
affno abstractgemma · metaresearchgpt · metaresearchmodels agree
The PRECIS-2 tool has good interrater reliability and modest discriminant validity
Kirsty Loudon, Merrick Zwarenstein, Frank Sullivan, Peter T. Donnan, Ildikó Gágyor, Hans Hobbelen +3 more
2017· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
69
citations
affno abstractunlabeled
Informed consent documents do not encourage good-quality decision making
Kelly Carroll, Glyn Elwyn, Raphael Saginur, Jonathan Kimmelman, Kaveh G Shojania, Ania Syrowatka +3 more
2012· article· en· Journal of Clinical Epidemiology· Health Professions
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
68
citations
affunlabeled
Reporting guidelines used varying methodology to develop recommendations
Michael Maia Schlüssel, Melissa K. Sharp, Jennifer Anne de Beyer, Shona Kirtley, Patrícia Logullo, Paula Dhiman +6 more
2023· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+insufficient_payloadconsensus · metaresearch+insufficient_payload
67
citations
affno abstractunlabeled
Time to improve the reporting of harms in randomized controlled trials
Daniela R. Junqueira, Rachel Phillips, Liliane Zorzela, Su Golder, Yoon K. Loke, David Moher +2 more
2021· article· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broad+insufficient_payloadconsensus · metaresearch+metaepi_broad
67
citations
affno abstractunlabeled
Systematic reviews experience major limitations in reporting absolute effects
Pablo Alonso‐Coello, Alonso Carrasco‐Labra, Romina Brignardello‐Petersen, Ignacio Neumann, Elie A. Akl, Robin W.M. Vernooij +21 more
2015· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_broad
66
citations

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