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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 Research Methodology
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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.

504 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.
504 works in the cohort · of 4,299,418page 7 of 11

Labels cover 25 of 504 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 504 of 504 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Timing of surgical antibiotic prophylaxis administration: Complexities of analysis
Carrie Cartmill, Lorelei Lingard, Glenn Regehr, Sherry Espin, John Bohnen, Ross Baker +1 more
2009· letter· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
14
citations
afffundunlabeled
Summarizing the extent of visit irregularity in longitudinal data
Armend Lokku, Lily Siok Hoon Lim, Catherine S. Birken, Eleanor Pullenayegum
2020· article· en· BMC Medical Research Methodology· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
13
citations
afffundunlabeled
Addressing data privacy in matched studies via virtual pooling
Paramita Saha‐Chaudhuri, Clarice R. Weinberg
2017· article· en· BMC Medical Research Methodology· Computer Science
distilled prediction:candidate · metaresearch+sts+open_science+research_integrityconsensus · metaresearch+open_science
13
citations
affno abstractunlabeled
Correction to: A tutorial on pilot studies: the what, why and how
Lehana Thabane, Jinhui Ma, Rong Chu, Ji Cheng, Afisi Ismaila, Lorena P Rios +4 more
2023· erratum· en· BMC Medical Research Methodology· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
11
citations
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How this was built: Screen · Findings · About