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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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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.

998 results · 1 filter active ·
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20122025
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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.
998 works in the cohort · of 4,299,418page 7 of 20

Labels cover 65 of 998 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 998 of 998 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Hand hygiene monitoring technology: protocol for a systematic review
Jocelyn A. Srigley, David Lightfoot, Geoff Fernie, Michael Gardam, Matthew Muller
2013· review· en· Systematic Reviews· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaepi_narrow
23
citations
afffundgpt · no categorygrok · no categoryopus · no categorymodels split
Effect of implementation interventions on nurses’ behaviour in clinical practice: a systematic review, meta-analysis and meta-regression protocol
Guillaume Fontaine, Sylvie Cossette, Marc‐André Maheu‐Cadotte, Marie‐France Deschênes, Geneviève Rouleau, Andréane Lavallée +7 more
2019· article· en· Systematic Reviews· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
22
citations
afffundaboutunlabeled
Comparison of physical interventions, behavioral interventions, natural health products, and pharmacologics to manage hot flashes in patients with breast or prostate cancer: protocol for a systematic review incorporating network meta-analyses
Brian Hutton, Fatemeh Yazdi, Louise Bordeleau, Scott C. Morgan, Chris Cameron, Salmaan Kanji +10 more
2015· review· en· Systematic Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
21
citations
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How this was built: Screen · Findings · About