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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 10 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 · metaresearchgpt · metaresearch+metaepi_broadmodels split
A systematic survey on reporting and methods for handling missing participant data for continuous outcomes in randomized controlled trials
Iván D. Flórez, Luis Enrique Colunga‐Lozano, Fazila Aloweni, Sean A. Kennedy, Aihua Li, Samantha Craigie +18 more
2017· review· en· Journal of Clinical Epidemiology· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broadconsensus · metaresearch
34
citations
affgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
Relationships Between Authorship Contributions and Authors' Industry Financial Ties Among Oncology Clinical Trials
Susannah Rose, Monika K. Krzyzanowska, Steven Joffe
2010· article· en· Journal of Clinical Oncology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
34
citations
afffundaboutgemma · metaresearchgpt · no categorymodels split
Perspectives of Canadian Researchers on Ethics Review of Neuroimaging Research
Constance Deslauriers, Emily Bell, Nicole Palmour, G. Bruce Pike, Julien Doyon, Éric Racine
2010· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity
34
citations
affgemma · metaresearchgpt · metaresearchmodels agree
A scoping review of methods to measure and evaluate citizen engagement in health research
Anmol Shahid, Inara N. Lalani, Brianna K. Rosgen, Bonnie G. Sept, Shelly Longmore, Jeanna Parsons Leigh +2 more
2022· review· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
33
citations
affgemma · metaresearchgpt · metaresearchmodels split
Use of mixed methods research in intervention studies to increase young people’s interest in STEM: A systematic methodological review
Sergi Fàbregues, Milagros Sáinz, María José Romano, Elsa Lucia Escalante‐Barrios, Ahtisham Younas, Beatriz-Soledad López-Pérez
2023· review· en· Frontiers in Psychology· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaresearch
33
citations
afffundgemma · stsgpt · metaresearchmodels split
A balancing act: navigating the nuances of co-production in mental health research
Sophie Soklaridis, Holly Harris, Rowen Shier, Jordana Rovet, Georgia Black, Gail Bellissimo +3 more
2024· letter· en· Research Involvement and Engagement· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
33
citations
affgemma · metaresearchgpt · metaresearch+metaepi_broadmodels split
Assessment of generalizability, applicability and predictability (GAP) for evaluating external validity in studies of universal family‐based prevention of alcohol misuse in young people: systematic methodological review of randomized controlled trials
José Ramón Fernández Hermida, Amador Calafat, Elisardo Becoña, Alexander Tsertsvadze, David Foxcroft
2012· review· en· Addiction· Medicine
distilled prediction:candidate · metaresearch+metaepi_broadconsensus · metaresearch
33
citations
fundno affgemma · metaresearchgpt · no categorymodels split
Introduction to Special Issue: Advancing the Ethics of Community-Based Participatory Research
Nancy Shore, Kristine A. Wong, Sarena D. Seifer, Jessica S. Grignon, Vanessa Northington Gamble
2008· article· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+insufficient_payload
33
citations
afffundgemma · metaresearch+bibliometricsgpt · bibliometricsmodels split
A Bibliometric Analysis of Evaluative Medical Education Studies
Margaret Sampson, Tanya Horsley, Asif Doja
2013· article· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+bibliometrics+insufficient_payloadconsensus · bibliometrics
32
citations
affgemma · metaresearch+research_integritygpt · research_integrity+scholarly_communicationmodels split
Human‐ and <scp>AI</scp>‐based authorship: Principles and ethics
Jaime A. Teixeira da Silva, Panagiotis Tsigaris
2023· article· en· Learned Publishing· Medicine
distilled prediction:candidate · metaresearchconsensus · none
32
citations
afffundgemma · metaresearch+metaepi_broad+metaepi_narrowgpt · metaresearch+metaepi_narrow+metaepi_broadmodels split
How often can meta-analyses of individual-level data individualize treatment? A meta-epidemiologic study
Ewoud Schuit, Alvin H. Li, John P. A. Ioannidis
2018· review· en· International Journal of Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad
32
citations
affgemma · metaresearch+open_sciencegpt · metaresearch+scholarly_communication+open_sciencemodels split
Clinical Trial Data Sharing for COVID-19–Related Research
Louis Dron, Alison Dillman, Michael J. Zoratti, Jonas Häggström, Edward J. Mills, Jay Park
2021· article· en· Journal of Medical Internet Research· Medicine
distilled prediction:candidate · metaresearch+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+open_science
32
citations
affno abstractgemma · metaresearch+bibliometricsgpt · bibliometricsmodels split
Factors influencing research collaboration in LIS schools in South Africa
Jan Resenga Maluleka, Omwoyo Bosire Onyancha, Isola Ajiferuke
2016· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics
31
citations
affno abstractgemma · metaresearchgpt · metaresearchmodels agree
Future of Evidence Ecosystem Series: Evidence synthesis 2.0: when systematic, scoping, rapid, living, and overviews of reviews come together
Elie A. Akl, Neal Haddaway, Gabriel Rada, Tamara Lotfi
2020· letter· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_broad+research_integrity
31
citations
afffundaboutgemma · metaresearchgpt · metaresearch+research_integritymodels split
Towards Improving the Ethics of Ecological Research
G. K. D. Crozier, Albrecht I. Schulte‐Hostedde
2014· article· en· Science and Engineering Ethics· Environmental Science
distilled prediction:candidate · sts+research_integrityconsensus · none
31
citations
affgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
Large survey finds questionable research practices are common
Jop de Vrieze
2021· article· en· Science· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
31
citations
affgemma · metaresearchgpt · no categorymodels split
Recognizing Risk and Vulnerability in Research Ethics: Imagining the “What Ifs?”
Elizabeth Peter, Judith Friedland
2017· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+sts+research_integrity
31
citations
afffundno abstractgemma · metaresearchgpt · metaresearchmodels split
A scoping review and survey provides the rationale, perceptions, and preferences for the integration of randomized and nonrandomized studies in evidence syntheses and GRADE assessments
Carlos A. Cuello‐García, Rebecca L. Morgan, Jan Brożek, Nancy Santesso, Jos Verbeek, Kris Thayer +2 more
2018· review· en· Journal of Clinical Epidemiology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_broadconsensus · metaresearch
31
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
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
afffundgemma · metaresearch+open_sciencegpt · metaresearch+open_science+scholarly_communicationmodels split
Sharing Data and Results in Ethnographic Research: Why This Should Not Be an Ethical Imperative
Matthew Cooper
2007· article· en· Journal of Empirical Research on Human Research Ethics· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+sts+research_integrity
30
citations

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