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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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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.

1,914 results · 1 filter active ·
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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.
1,914 works in the cohort · of 4,299,418page 2 of 39

Labels cover 1,914 of 1,914 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 1,914 of 1,914 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
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
afffundgemma · bibliometrics+metaresearchgpt · bibliometrics+scholarly_communicationmodels split
The place of serials in referencing practices: Comparing natural sciences and engineering with social sciences and humanities
Vincent Larivière, Éric Archambault, Yves Gingras, Étienne Vignola‐Gagné
2006· article· en· Journal of the American Society for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communicationconsensus · sts
294
citations
affgemma · metaresearchgpt · no categorymodels split
Systematic reviews of clinical practice guidelines: a methodological guide
Amy Johnston, Shannon Kelly, Shu‐Ching Hsieh, Becky Skidmore, George A. Wells
2018· article· en· Journal of Clinical Epidemiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_broad+research_integrityconsensus · metaresearch
277
citations
afffundaboutgemma · metaresearch+research_integritygpt · metaresearchmodels split
Reciprocity
Sarah Maiter, Laura Simich, Nora Jacobson, Julie Wise
2008· article· en· Action Research· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
274
citations
affgemma · metaresearch+metaepi_broadgpt · metaresearchmodels split
Design characteristics, risk of bias, and reporting of randomised controlled trials supporting approvals of cancer drugs by European Medicines Agency, 2014-16: cross sectional analysis
Huseyin Naci, Courtney Davis, Jelena Savović, Julian P. T. Higgins, Jonathan A C Sterne, Bishal Gyawali +3 more
2019· article· en· BMJ· Mathematics
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
244
citations
affgemma · metaresearch+scholarly_communicationgpt · metaresearch+research_integrity+scholarly_communicationmodels split
Firm action needed on predatory journals
Jocalyn Clark, Russell Smith
2015· editorial· en· BMJ· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
243
citations
afffundgemma · research_integritygpt · metaresearchmodels split
Research Ethics Recommendations for Whole-Genome Research: Consensus Statement
Timothy Caulfield, Amy L. McGuire, Mildred K. Cho, Janet A. Buchanan, Michael Burgess, Ursula Danilczyk +17 more
2008· article· en· PLoS Biology· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch
241
citations
affno abstractgemma · metaresearchgpt · metaresearchmodels agree
Practical Guidance for Involving Stakeholders in Health Research
Thomas W. Concannon, Sean Grant, Vivian Welch, Jennifer Petkovic, Joseph V. Selby, Sally Crowe +5 more
2018· review· en· Journal of General Internal Medicine· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
232
citations
affgemma · metaresearchgpt · no categorymodels split
GRADE: assessing the quality of evidence for diagnostic recommendations
Holger J. Schünemann, Andrew D Oxman, Jan Brożek, Paul Glasziou, Patrick Bossuyt, Stephanie Chang +3 more
2008· editorial· en· Evidence-Based Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · metaresearch
231
citations
aboutno affgemma · metaresearchgpt · metaresearchmodels agree
Assessing the quality of studies in meta‐research: Review/guidelines on the most important quality assessment tools
Claudio Luchini, Nicola Veronese, Alessia Nottegar, Jae Il Shin, Giovanni Gentile, Umberto Granziol +4 more
2020· review· en· Pharmaceutical Statistics· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+scholarly_communication+insufficient_payloadconsensus · metaresearch
225
citations
affgemma · metaresearchgpt · metaresearchmodels split
Registered Replication Report
Victoria K. Alogna, Matthew K. Attaya, Philip Aucoin, Štěpán Bahník, Stacy Birch, Angela R. Birt +84 more
2014· article· en· Perspectives on Psychological Science· Neuroscience
distilled prediction:candidate · metaresearchconsensus · none
224
citations
affgemma · metaresearchgpt · no categorymodels split
Innovations in framework synthesis as a systematic review method
Ginny Brunton, Sandy Oliver, James Thomas
2020· review· en· Research Synthesis Methods· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
223
citations
afffundgemma · metaresearch+research_integritygpt · metaresearch+scholarly_communication+research_integritymodels split
Weapons of mass retraction
Lori L. Burrows
2005· review· en· Molecular Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
203
citations
affgemma · no categorygpt · metaresearchmodels split
Approaches to Phase 1 Clinical Trial Design Focused on Safety, Efficiency, and Selected Patient Populations: A Report from the Clinical Trial Design Task Force of the National Cancer Institute Investigational Drug Steering Committee
S. Percy Ivy, Lillian L. Siu, Elizabeth Garrett‐Mayer, Larry Rubinstein
2010· article· en· Clinical Cancer Research· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch
199
citations
afffundaboutgemma · metaresearchgpt · metaresearchmodels agree
Interviewee Transcript Review: assessing the impact on qualitative research
Victoria Hagens, Mark Dobrow, Roger Chafe
2009· article· en· BMC Medical Research Methodology· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts
193
citations
fundno affgemma · metaresearch+bibliometricsgpt · metaresearch+open_sciencemodels split
Estimating the Prevalence of Transparency and Reproducibility-Related Research Practices in Psychology (2014–2017)
Tom E Hardwicke, Robert T. Thibault, Jessica Elizabeth Kosie, Joshua D. Wallach, Mallory C. Kidwell, John P. A. Ioannidis
2021· article· en· Perspectives on Psychological Science· Decision Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · metaresearch
184
citations
aboutno affgemma · metaresearchgpt · no categorymodels split
Positive Epidemiology?
Tyler J. VanderWeele, Ying Chen, Katelyn Long, Eric S. Kim, Claudia Trudel‐Fitzgerald, Laura D. Kubzansky
2019· article· en· Epidemiology· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
179
citations
afffundgemma · metaresearch+metaepi_broadgpt · metaresearch+metaepi_narrow+metaepi_broadmodels split
PEDro or Cochrane to Assess the Quality of Clinical Trials? A Meta-Epidemiological Study
Susan Armijo‐Olivo, Bruno R. da Costa, Greta G. Cummings, Christine Ha, Jorge Fuentes, Humam Saltaji +1 more
2015· review· en· PLoS ONE· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+insufficient_payloadconsensus · metaresearch+metaepi_broad+insufficient_payload
173
citations

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