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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 4 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
Identifying null meta-analyses that are ripe for updating
Nicholas Barrowman, Manchun Fang, Margaret Sampson, David Moher
2003· article· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
41
citations
afffundunlabeled
A systematic survey of randomised trials that stopped early for reasons of futility
Stephen D. Walter, Hye Ree Han, Gordon Guyatt, Dirk Bassler, Neera Bhatnagar, Viktoria Gloy +2 more
2020· review· en· BMC Medical Research Methodology· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
40
citations
afffundaboutunlabeled
A method for generating synthetic longitudinal health data
Lucy Mosquera, Khaled El Emam, Lei Ding, Vishal Sharma, Xue Hua Zhang, Samer El Kababji +6 more
2023· article· en· BMC Medical Research Methodology· Environmental Science
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
40
citations
afffundunlabeled
COVID-19 impact on mental health
Jingyu Cui, Jingwei Lu, Grace Y. Yi, Wenqing He
2022· article· en· BMC Medical Research Methodology· Psychology
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
39
citations
affunlabeled
Analysis of reporting completeness in exercise cancer trials: a systematic review
José F. Meneses-Echávez, Indira Rodríguez-Prieto, Mark R. Elkins, Javier Martínez Martínez, Lien Nguyen, Julia Bidonde
2019· review· en· BMC Medical Research Methodology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaresearch
36
citations
affunlabeled
Intention-to-treat analysis may be more conservative than per protocol analysis in antibiotic non-inferiority trials: a systematic review
Anthony D. Bai, Adam S. Komorowski, Carson K. L. Lo, Pranav Tandon, Xena X. Li, Vaibhav Mokashi +6 more
2021· review· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+research_integrity+insufficient_payload
33
citations
afffundunlabeled
Ongoing monitoring of data clustering in multicenter studies
Lauren Guthrie, Emily Oken, Jonathan A C Sterne, Matthew W. Gillman, Rita Patel, Konstantin Vilchuck +3 more
2012· article· en· BMC Medical Research Methodology· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
32
citations
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
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