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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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BMC Medical Informatics and Decision Making
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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.

342 results · 1 filter active ·
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20012025
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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.
342 works in the cohort · of 4,299,418page 1 of 7

Labels cover 5 of 342 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 342 of 342 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Cognitive biases associated with medical decisions: a systematic review
Gustavo Saposnik, Donald A. Redelmeier, Christian C. Ruff, Philippe N. Tobler
2016· review· en· BMC Medical Informatics and Decision Making· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
961
citations
affunlabeled
A systematic development process for patient decision aids
Angela Coulter, Diana Stilwell, Jennifer Kryworuchko, Patricia Dolan Mullen, Chirk Jenn Ng, Trudy van der Weijden
2013· review· en· BMC Medical Informatics and Decision Making· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
658
citations
fundno affunlabeled
Addressing health literacy in patient decision aids
Kirsten McCaffery, Margaret Holmes‐Rovner, Sian K. Smith, David R. Rovner, Don Nutbeam, Marla L. Clayman +3 more
2013· review· en· BMC Medical Informatics and Decision Making· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
276
citations
affunlabeled
Clarifying values: an updated review
Angela Fagerlin, Michael Pignone, Purva Abhyankar, Nananda F. Col, Deb Feldman‐Stewart, Teresa Gavaruzzi +8 more
2013· review· en· BMC Medical Informatics and Decision Making· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
257
citations
affunlabeled
Script Concordance Tests: Guidelines for Construction
Jean Paul Fournier, Anne Demeester, Bernard Charlin
2008· article· en· BMC Medical Informatics and Decision Making· Medicine
distilled prediction:candidate · metaresearchconsensus · none
253
citations
afffundunlabeled
Combining classifiers for robust PICO element detection
Florian Boudin, Jian‐Yun Nie, Joan C. Bartlett, Roland Grad, Pierre Pluye, Martin Dawes
2010· article· en· BMC Medical Informatics and Decision Making· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
140
citations
afffundunlabeled
Data mining EEG signals in depression for their diagnostic value
Mehdi Mohammadi, Fadwa Gamal Mohammed Al-Azab, Bijan Raahemi, Gregory Richards, Natalia Jaworska, Dylan Smith +3 more
2015· article· en· BMC Medical Informatics and Decision Making· Neuroscience
distilled prediction:candidate · metaresearchconsensus · none
111
citations
afffundunlabeled
Estimating the re-identification risk of clinical data sets
Fida K. Dankar, Khaled El Emam, Angelica Neisa, Tyson Roffey
2012· article· en· BMC Medical Informatics and Decision Making· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
102
citations
afffundunlabeled
Providing information about options in patient decision aids
Deb Feldman‐Stewart, Mary Ann O’Brien, Marla L. Clayman, B. Joyce Davison, Masahito Jimbo, Michel Labrecque +2 more
2013· review· en· BMC Medical Informatics and Decision Making· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
98
citations
afffundaboutunlabeled
Physicians' intentions and use of three patient decision aids
Ian D. Graham, Jo Logan, Carol Bennett, Justin Presseau, Annette M. O’Connor, Susan L. Mitchell +4 more
2007· article· en· BMC Medical Informatics and Decision Making· Health Professions
distilled prediction:candidate · noneconsensus · none
93
citations
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