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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 11 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.

affno abstractgemma · metaresearch+research_integritygpt · research_integritymodels split
Retractions in medicine: the tip of the iceberg
Ivan Oransky, Stephen E. Fremes, Paul Kurlansky, Mario Gaudino
2021· article· en· European Heart Journal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
fundno affgemma · metaresearchgpt · metaresearchmodels agree
Quality of clinical practice guidelines about red blood cell transfusion
Daniel Simancas‐Racines, Nadia Montero‐Oleas, Robin W.M. Vernooij, Ingrid Arévalo-Rodríguez, P. Calle Fuentes, Ignasi Gich +4 more
2018· review· en· Journal of Evidence-Based Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
30
citations
affgemma · metaresearch+metaepi_broadgpt · metaepi_narrow+metaepi_broad+metaresearchmodels split
More pilot trials could plan to use qualitative data: a meta-epidemiological study
Tejan Baldeh, Tonya MacDonald, Sarah Daisy Kosa, Daeria O. Lawson, Rosa Stalteri, Oluwatobi R. Olaiya +3 more
2020· article· en· Pilot and Feasibility Studies· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broadconsensus · metaresearch
29
citations
aboutno affgemma · stsgpt · metaresearchmodels split
The Development of Qualitative Health Research: Taking Stock
Sally A. Hutchinson
2001· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts
29
citations
afffundgemma · metaresearch+bibliometricsgpt · metaresearch+bibliometrics+research_integritymodels split
A Comprehensive Analysis of Authorship in Radiology Journals
Wilfred Dang, Matthew D. F. McInnes, Ania Z. Kielar, Jiho Hong
2015· article· en· PLoS ONE· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometricsconsensus · bibliometrics
29
citations
afffundgemma · metaresearchgpt · metaresearchmodels split
Optimising the process for conducting scoping reviews
Colleen Pawliuk, Helen Brown, Kim Widger, Tammie Dewan, Anne‐Mette Hermansen, Marie-Claude Grégoire +2 more
2020· review· en· BMJ evidence-based medicine· Health Professions
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch
28
citations
affgpt · metaresearchgrok · metaresearchopus · metaresearchmodels split
Evaluating the quality of clinical practice guidelines
Jeffrey R. Cates, David N. Young, David J. Guerriero, Warren T. Jahn, Jesse P. Armine, Alan B. Korbett +4 more
2001· article· en· Journal of Manipulative and Physiological Therapeutics· Medicine
distilled prediction:candidate · metaresearchconsensus · none
28
citations
aboutno affgemma · metaresearchgpt · metaresearchmodels agree
Evidence level of individual studies
Angela Sauaia, Ernest E. Moore, Jennifer Crebs, Ronald V. Maier, David B. Hoyt, Steven R. Shackford
2012· review· en· The Journal of Trauma: Injury, Infection, and Critical Care· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
28
citations
affvenueaboutgemma · bibliometrics+metaresearchgpt · bibliometricsmodels split
Paradigm shifts in forestry and forest research: a bibliometric analysis
Adam Polinko, Kathleen Coupland
2020· article· en· Canadian Journal of Forest Research· Environmental Science
distilled prediction:candidate · bibliometrics+insufficient_payloadconsensus · bibliometrics
28
citations
affgemma · metaresearchgpt · metaresearchmodels agree
What confidence should we have in <scp>GRADE</scp>?
Mathew Mercuri, Brian S. Baigrie
2018· article· en· Journal of Evaluation in Clinical Practice· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
28
citations
affgemma · metaresearch+bibliometricsgpt · bibliometrics+metaresearchmodels agree
The power–law relationship between citation‐based performance and collaboration in articles in management journals: A scale‐independent approach
Guillermo Armando Ronda‐Pupo, J. Sylvan Katz
2015· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
28
citations
aboutno affgemma · metaresearchgpt · metaresearchmodels agree
Opinions on registering trial details: a survey of academic researchers
Martin Scherer, Sven Trelle
2008· article· en· BMC Health Services Research· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
28
citations
afffundvenueaboutgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
Research Integrity/Misconduct Policies of Canadian Universities
Jordan Richard Schoenherr, Bryn Williams–Jones
2011· article· en· Canadian Journal of Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
afffundgemma · metaresearch+bibliometricsgpt · bibliometricsmodels split
Publication trends of shared decision making in 15 high impact medical journals: a full-text review with bibliometric analysis
Xavier Blanc, Tinh‐Hai Collet, Reto Auer, Roland Fischer, Isabella Locatelli, Pablo Iriarte +3 more
2014· review· en· BMC Medical Informatics and Decision Making· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+research_integrity+insufficient_payloadconsensus · bibliometrics+research_integrity
28
citations
affno abstractgemma · metaresearchgpt · no categorymodels split
Establishing the efficacy of traditional Chinese medicine
Ian Tsang
2007· editorial· en· Nature Clinical Practice Rheumatology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
27
citations
afffundgemma · metaresearchgpt · no categorymodels split
Bridging the gaps among research, policy and practice in ten low- and middle-income countries: Development and testing of a questionnaire for researchers
David Cameron, John N. Lavis, G. Emmanuel Guindon, Tasleem Akhtar, Francisco Becerra Posada, Godwin Ndossi +1 more
2010· article· en· Health Research Policy and Systems· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
27
citations
affgemma · metaresearch+bibliometricsgpt · metaresearch+bibliometrics+open_sciencemodels split
Incorporating data sharing to the reward system of science
Philippe Mongeon, Nicolás Robinson‐García, Wei Jeng, Rodrigo Costas
2017· article· en· Aslib Journal of Information Management· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
27
citations
afffundgemma · no categorygpt · metaresearchmodels split
The “Sticky Notes” Method: Adapting Interpretive Description Methodology for Team-Based Qualitative Analysis in Community-Based Participatory Research
Heather Burgess, Kate Jongbloed, Anna Vorobyova, Sean Grieve, Sharyle Lyndon, Tim Wesseling +4 more
2021· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+sts
27
citations
affgemma · metaresearch+bibliometricsgpt · metaresearch+bibliometricsmodels agree
Do US Congressional earmarks increase research output at universities?
A. Abigail Payne
2002· article· en· Science and Public Policy· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics+sts+insufficient_payload
27
citations
afffundaboutgemma · metaresearchgpt · metaresearch+stsmodels split
Governing 'dual-use' research in Canada: A policy review
Bryn Williams–Jones, C Olivier, Elise Smith
2013· review· en· Science and Public Policy· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
27
citations
affgemma · metaresearchgpt · metaresearchmodels agree
Peer review of statistics in medical research
Merrick Zwarenstein
2002· letter· en· BMJ· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
26
citations
affno abstractgemma · no categorygpt · metaresearchmodels split
The Mental Health of People Doing Qualitative Research
Alexander M. Clark, Bailey J. Sousa
2018· article· en· International Journal of Qualitative Methods· Health Professions
distilled prediction:candidate · metaresearchconsensus · none
26
citations
venueno affgemma · metaresearch+research_integritygpt · research_integritymodels split
Journal Retractions: Some Unique Features of Research Misconduct in China
Xiaomei Liu, Xiaotian Chen
2018· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrityconsensus · metaresearch+scholarly_communication
26
citations
affgemma · metaresearchgpt · metaresearchmodels agree
"Double blind, you are the weakest link -- goodbye!"
P.J. Devereaux
2002· editorial· en· Evidence-Based Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+insufficient_payload
26
citations
affgemma · no categorygpt · metaresearch+research_integritymodels split
The construction of plagiarism in a school of nursing
Barbara Paterson, Lynn Taylor, Brandy Usick
2003· article· en· Learning in Health and Social Care· Social Sciences
distilled prediction:candidate · noneconsensus · none
26
citations

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