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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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BMC Medical Research Methodology
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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.

504 results · 1 filter active ·
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20012025
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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.
504 works in the cohort · of 4,299,418page 3 of 11

Labels cover 25 of 504 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 504 of 504 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · metaresearchgpt · metaresearchmodels agree
A systematic review of comparisons between protocols or registrations and full reports in primary biomedical research
Guowei Li, Luciana Patrícia Fernandes Abbade, Ikunna Nwosu, Yanling Jin, Alvin Leenus, Muhammad Maaz +15 more
2018· review· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
82
citations
affunlabeled
A scoping review of comparisons between abstracts and full reports in primary biomedical research
Guowei Li, Luciana Patrícia Fernandes Abbade, Ikunna Nwosu, Yanling Jin, Alvin Leenus, Muhammad Maaz +15 more
2017· review· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
74
citations
afffundunlabeled
LASSO type penalized spline regression for binary data
Muhammad Abu Shadeque Mullah, James A. Hanley, Andrea Benedetti
2021· article· en· BMC Medical Research Methodology· Mathematics
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
70
citations
affunlabeled
Predicting waist circumference from body mass index
Samuel R. Bozeman, David C. Hoaglin, Tanya Burton, Chris L. Pashos, Rami Ben‐Joseph, Christopher S. Hollenbeak
2012· article· en· BMC Medical Research Methodology· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
63
citations
afffundunlabeled
Inconsistency in the items included in tools used in general health research and physical therapy to evaluate the methodological quality of randomized controlled trials: a descriptive analysis
Susan Armijo‐Olivo, Jorge Fuentes, Maria B. Ospina, Humam Saltaji, Lisa Hartling
2013· review· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_broad
58
citations
afffundaboutunlabeled
The care unit in nursing home research: Evidence in support of a definition
Carole A. Estabrooks, Debra Morgan, Janet E. Squires, Anne‐Marie Boström, Susan E. Slaughter, Greta G. Cummings +1 more
2011· article· en· BMC Medical Research Methodology· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
58
citations
affunlabeled
How confidence intervals become confusion intervals
James McCormack, Ben Vandermeer, G. Michael Allan
2013· article· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
52
citations
afffundunlabeled
Reporting guidelines for modelling studies
Carol Bennett, Douglas G. Manuel
2012· article· en· BMC Medical Research Methodology· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearchconsensus · metaresearch
48
citations
affunlabeled
Interdisciplinary research: putting the methods under the microscope
David W. Robertson, Douglas K. Martin, Peter Singer
2003· article· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+sts+insufficient_payload
48
citations

How this was built: Screen · Findings · About