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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 5 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
Adaptive designs in clinical trials: a systematic review-part I
Mohamed Ben‐Eltriki, Aisha Rafiq, Arun Paul, Devashree Prabhu, Michael Afolabi, Robert Baslhaw +9 more
2024· review· en· BMC Medical Research Methodology· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+research_integrity+insufficient_payload
32
citations
affunlabeled
An assessment of the quality of current clinical meta-analyses
Irbaz Hameed, Michelle Demetres, Derrick Y. Tam, Mohamed Rahouma, Faiza Khan, Drew Wright +8 more
2020· article· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+open_science+insufficient_payloadconsensus · metaresearch
25
citations
affunlabeled
Framework for types of metainferences in mixed methods research
Ahtisham Younas, Sergi Fàbregues, Sarah Munce, John W. Creswell
2025· review· en· BMC Medical Research Methodology· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
24
citations
afffundaboutunlabeled
Measuring sidewalk distances using Google Earth
Ian Janssen, Andrei Rosu
2012· article· en· BMC Medical Research Methodology· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
24
citations
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