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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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BMJ Open
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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.

5,319 results · 1 filter active ·
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20052025
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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.
5,319 works in the cohort · of 4,299,418page 16 of 107

Labels cover 93 of 5,319 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 5,319 of 5,319 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
What interventions are effective in improving uptake and retention of HIV-positive pregnant and breastfeeding women and their infants in prevention of mother to child transmission care programmes in low-income and middle-income countries? A systematic review and meta-analysis
Lisa M. Puchalski Ritchie, Monique van Lettow, Ba’ Pham, Sharon E. Straus, Mina C. Hosseinipour, Nora E. Rosenberg +3 more
2019· review· en· BMJ Open· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
39
citations
affgpt · metaresearchgrok · metaresearchopus · metaresearchmodels split
UpToDate adherence to GRADE criteria for strong recommendations: an analytical survey
Thomas Agoritsas, Arnaud Merglen, Anja Fog Heen, Annette Kristiansen, Ignacio Neumann, Juan P. Brito +5 more
2017· article· en· BMJ Open· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · insufficient_payload
39
citations
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How this was built: Screen · Findings · About