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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.

1,107 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.
1,107 works in the cohort · of 4,299,418page 9 of 23

Labels cover 52 of 1,107 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 1,107 of 1,107 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · no categorygpt · no categorymodels agree
Rationale and design of the HepZero study: a prospective, multicenter, international, open, randomized, controlled clinical study with parallel groups comparing heparin-free dialysis with heparin-coated dialysis membrane (Evodial) versus standard care: study protocol for a randomized controlled trial
Patrick Rossignol, Marc Dorval, Renaud Fay, Joan Ros, Nathalie Loughraieb, Frédérique Moureau +1 more
2013· article· en· Trials· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broadconsensus · metaresearch
18
citations
afffundaboutunlabeled
Comparing the feasibility, acceptability, clinical-, and cost-effectiveness of mental health e-screening to paper-based screening on the detection of depression, anxiety, and psychosocial risk in pregnant women: a study protocol of a randomized, parallel-group, superiority trial
Dawn Kingston, Sheila McDonald, Anne Biringer, Marie‐Paule Austin, Sarah D. McDonald, Rebecca Giallo +6 more
2014· article· en· Trials· Medicine
distilled prediction:candidate · metaresearchconsensus · none
18
citations

How this was built: Screen · Findings · About