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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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HRB Open Research
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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.

112 results · 1 filter active ·
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20182025
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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.
112 works in the cohort · of 4,299,418page 2 of 3

Labels cover 5 of 112 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 112 of 112 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
What are the most important unanswered research questions on rapid review methodology? A James Lind Alliance research methodology Priority Setting Partnership: the Priority III study protocol
Claire Beecher, Elaine Toomey, Beccy Maeso, Caroline Whiting, Derek Stewart, Andrew Worrall +19 more
2021· review· en· HRB Open Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+sts+open_science+insufficient_payload
1
citations
affunlabeled
Prioritising key motivators and challenges influencing informal carers’ decisions for participating in randomised trials: An embedded Study Within A before and after Trial (SWAT 55)
Valerie Smith, Margarita Corry, Declan Devane, Shaun Treweek, Andrew Hunter, Susanne Grylka‐Baeschlin +1 more
2020· preprint· en· HRB Open Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · metaresearch
1
citations
affunlabeled
Dementia research in Ireland: What should we prioritise?
Carol Rogan, Bernadette Rock, Emer Begley, Barry Boland, Kevin Brazil, Unai Díaz-Orueta +13 more
2023· preprint· en· HRB Open Research· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Dementia research in Ireland: What should we prioritise?
Carol Rogan, Bernadette Rock, Emer Begley, Barry Boland, Kevin Brazil, Unai Díaz-Orueta +13 more
2023· preprint· en· HRB Open Research· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About