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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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Faculty of 1000 Research Ltd
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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.

affaffiliation
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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.

515 results · 1 filter active ·
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20122025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
515 works in the cohort · of 4,299,418page 4 of 11

Labels cover 23 of 515 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 515 of 515 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
PCD- Post Study Feedback questionnaire to physicians
Israel Amirav, Mary Roduta Roberts, Huda Mussaffi, Avigdor Mandelberg, Yehudah Roth, Revital Abitbul +28 more
2016· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Dataset 1. Raw data behind Figures 1, 2, 3 and 4
Maram B. Albakri, Yuwei Jiang, Julie Genereaux, Patrick Lajoie
2018· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affno abstractunlabeled
Dataset 3: Raw data underlying the results in Figure 9.
Joshua Powles, Kenton Ko
2018· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+open_science+insufficient_payload
0
citations
affno abstractunlabeled
Approved antibiotics screened for candidate anti-Ebola drugs
Veljko Veljković, Philippe M. Loiseau, Bruno Figadère, Sanja Glišić, Nevena Veljković, Vladimir Perović +2 more
2015· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
afffundno abstractunlabeled
OTU matrix including fasta sequences
Christian Wurzbacher, Ivan J. Grimmett, Feli× Bärlocher
2015· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
20170729_comp27_LINKS.csv
Tung Manh Ho, Ha Viet Nguyen, Thu‐Trang Vuong, Quang-Minh Dam, Hiep‐Hung Pham, Quan‐Hoang Vuong
2017· dataset· en· Faculty of 1000 Research Ltd
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
fundaboutno affno abstractgemma · metaresearch+open_sciencegpt · metaresearch+open_sciencemodels agree
Referee report. For: A cross-sectional audit and survey of Open Science and Data Sharing practices at The Montreal Neurological Institute-Hospital [version 1; peer review: 1 approved with reservations, 1 not approved]
Felix Nikolaus Wirth
2023· article· en· Faculty of 1000 Research Ltd· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch+open_science
0
citations

How this was built: Screen · Findings · About