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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.

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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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Ethics in Clinical Research
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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.

2,822 results · 1 filter active ·
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20002025
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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.
2,822 works in the cohort · of 4,299,418page 21 of 57

Labels cover 145 of 2,822 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 2,822 of 2,822 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Canadian Tumour Repository Network
2010· article· en· Biopreservation and Biobanking· Medicine
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Sharing and Safeguarding Pediatric Data
Dimitri Patrinos, Bartha Maria Knoppers, David P. Laplante, Noriyeh Rahbari, Ashley Wazana
2022· article· en· Frontiers in Genetics· Medicine
distilled prediction:candidate · noneconsensus · none
13
citations
afffundgemma · metaresearch+research_integritygpt · no categorymodels split
Research ethics review during the COVID-19 pandemic: An international study
Fabio Salamanca‐Buentello, Rachel Katz, Diego S. Silva, Ross Upshur, Maxwell J. Smith
2024· article· en· PLoS ONE· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
13
citations
affunlabeled
The Availability of Human Biospecimens to Support Biomarker Research
Tamsin Tarling, Jennifer A. Byrne, Peter H. Watson
2022· review· en· Biomarker Insights· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
13
citations
affunlabeled
Reconciling Regulation with Scientific Autonomy in Dual-Use Research
Nicholas G. Evans, Michael J. Selgelid, Robert Mark Simpson
2021· article· en· The Journal of Medicine and Philosophy A Forum for Bioethics and Philosophy of Medicine· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
12
citations
affaboutunlabeled
Addressing Public Health informatics patient privacy concerns
David Birnbaum, Elizabeth M. Borycki, Bryant T. Karras, Elizabeth Denham, Paulette Lacroix
2015· article· en· Clinical Governance An International Journal· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · none
12
citations
affno abstractunlabeled
Publication Rates of Heart Failure Clinical Trials Remain Low
Mitchell A. Psotka, Federica Latta, Dario Cani, Mona Fiuzat, Marco Sbolli, Scott D. Barnett +2 more
2020· article· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
12
citations
afffundvenueno abstractunlabeled
Linking Survey Data with Administrative Health Information
Anne F. Klassen, Shoo K. Lee, Parminder Raina
2005· article· en· Canadian Journal of Public Health· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
12
citations
afffundvenueaboutunlabeled
Pandemics, privacy, and public health research
Alexander Bernier, Bartha Maria Knoppers
2020· article· en· Canadian Journal of Public Health· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
12
citations
aboutno affunlabeled
Written informed consent in health research is outdated
Reinder Broekstra, Els Maeckelberghe, Ronald P. Stolk
2016· article· en· European Journal of Public Health· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
12
citations
affgemma · metaresearchgpt · no categorymodels split
Factors Associated With Payments to Research Participants: A Review of Sociobehavioral Studies at a Large Southern California Research University
Brandon Brown, Logan Marg, Zhiwei Zhang, Dario Kuzmanović, Karine Dubé, Jerome T. Galea
2019· review· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+sts+open_science+research_integrity+insufficient_payload
12
citations
affunlabeled
Consent insufficient for data release
Dianne Nicol, Lisa Eckstein, Heidi Beate Bentzen, Pascal Borry, M. M. Burgess, Wylie Burke +16 more
2019· letter· en· Science· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
12
citations
affunlabeled
Data Challenges for Externally Controlled Trials: Viewpoint
Russanthy Velummailum, Chelsea McKibbon, Darren M. Brenner, ELIZABETH A. STRINGER, Leeland Ekstrom, Louis Dron
2023· article· en· Journal of Medical Internet Research· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
12
citations
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