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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 3 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.

afffundgemma · metaresearch+research_integritygpt · scholarly_communicationmodels split
Knowledge and motivations of researchers publishing in presumed predatory journals: a survey
Kelly D. Cobey, Agnes Grudniewicz, Manoj M. Lalu, Danielle B. Rice, Hana Raffoul, David Moher
2019· article· en· BMJ Open· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics
160
citations
affgemma · research_integritygpt · metaresearch+research_integritymodels split
Ethical Dilemmas in Research on Internet Communities
Sarah Flicker, Dave Haans, Harvey A. Skinner
2004· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts
158
citations
afffundgemma · metaresearch+scholarly_communicationgpt · research_integrity+scholarly_communicationmodels split
What is a predatory journal? A scoping review
Kelly D. Cobey, Manoj M. Lalu, Becky Skidmore, Nadera Ahmadzai, Agnes Grudniewicz, David Moher
2018· review· en· F1000Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
154
citations
affgemma · metaresearchgpt · metaresearchmodels split
Threats of a replication crisis in empirical computer science
Andy Cockburn, Pierre Dragicevic, Lonni Besançon, Carl Gutwin
2020· article· en· Communications of the ACM· Decision Sciences
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
153
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
afffundvenuegemma · metaresearch+bibliometrics+research_integritygpt · metaresearch+bibliometrics+scholarly_communication+research_integritymodels split
How predatory journals leak into PubMed
Andrea Manca, David Moher, Lucia Cugusi, Zeevi Dvir, Franca Deriu
2018· article· en· Canadian Medical Association Journal· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
146
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 · metaresearch+research_integritygpt · research_integrity+scholarly_communicationmodels split
Researchers' Perspectives on Collective/Community Co-Authorship in Community-Based Participatory Indigenous Research
Heather Castleden, Vanessa Sloan Morgan, Aelita Neimanis
2010· article· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity+insufficient_payload
143
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
affgemma · metaresearchgpt · no categorymodels split
An emerging consensus on grading recommendations?
Gordon Guyatt
2006· article· en· Evidence-Based Medicine· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
141
citations
afffundgemma · metaresearch+research_integrity+scholarly_communicationgpt · metaresearch+research_integritymodels split
What is a predatory journal? A scoping review
Kelly D. Cobey, Manoj M. Lalu, Becky Skidmore, Nadera Ahmadzai, Agnes Grudniewicz, David Moher
2018· review· en· F1000Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
141
citations
afffundgemma · metaresearchgpt · no categorymodels split
EBHC pyramid 5.0 for accessing preappraised evidence and guidance
Brian S. Alper, R. Brian Haynes
2016· letter· en· Evidence-Based Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
140
citations
afffundgemma · metaresearchgpt · metaresearch+scholarly_communicationmodels split
How Long Is Too Long in Contemporary Peer Review? Perspectives from Authors Publishing in Conservation Biology Journals
Vivian M. Nguyen, Neal Haddaway, Lee F.G. Gutowsky, Alexander D. M. Wilson, Austin J. Gallagher, Michael Donaldson +2 more
2015· article· en· PLoS ONE· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
133
citations
affno abstractgemma · metaresearch+research_integritygpt · research_integritymodels split
Scientists Admitting to Plagiarism: A Meta-analysis of Surveys
Vanja Pupovac, Daniele Fanelli
2014· review· en· Science and Engineering Ethics· Social Sciences
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch+research_integrity
132
citations
affgpt · metaresearch+metaepi_broadgrok · metaresearch+metaepi_broadopus · metaresearch+metaepi_broadmodels split
Evaluating Meta-analyses in the General Surgical Literature
Elijah Dixon, Morad Hameed, Francis Sutherland, Christopher J. Doig
2005· article· en· Annals of Surgery· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
131
citations
fundno affgemma · metaresearch+metaepi_broadgpt · metaresearch+metaepi_broadmodels agree
Quality assessment tools used in systematic reviews of in vitro studies: A systematic review
Linh Tran, Dao Ngoc Hien Tam, Abdelrahman Elshafay, Thao Dang, Kenji Hirayama, Nguyen Tien Huy
2021· review· en· BMC Medical Research Methodology· 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
126
citations
afffundno abstractgemma · metaresearchgpt · metaresearch+metaepi_broadmodels split
Same family, different species: methodological conduct and quality varies according to purpose for five types of knowledge synthesis
Andrea C. Tricco, Wasifa Zarin, Marco Ghassemi, Vera Nincic, Erin Lillie, Matthew J. Page +9 more
2017· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broadconsensus · metaresearch+metaepi_broad
126
citations
afffundgemma · no categorygpt · metaresearchmodels split
Adapt or die: how the pandemic made the shift from EBM to EBM+ more urgent
Trisha Greenhalgh, David N. Fisman, Danielle J. Cane, Matthew Oliver, C. Raina MacIntyre
2022· article· en· BMJ evidence-based medicine· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · none
123
citations
afffundgemma · metaresearchgpt · no categorymodels split
To what extent do nurses use research in clinical practice? A systematic review
Janet E. Squires, Alison M. Hutchinson, Anne‐Marie Boström, Hannah M. O’Rourke, Sandra J Cobban, Carole A. Estabrooks
2011· review· en· Implementation Science· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · metaresearch
123
citations
afffundgemma · metaresearchgpt · metaresearchmodels split
A global call for action to include gender in research impact assessment
Pavel V. Ovseiko, Trisha Greenhalgh, Paula Adam, Jonathan Grant, Saba Hinrichs, Kathryn E. Graham +39 more
2016· article· en· Health Research Policy and Systems· Medicine
distilled prediction:candidate · metaresearchconsensus · metaresearch
122
citations
affgemma · no categorygpt · metaresearchmodels split
Exploring Qualitatively-Derived Concepts: Inductive—Deductive Pitfalls
Janice M. Morse, Carl Mitcham
2002· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+insufficient_payloadconsensus · metaresearch
120
citations

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