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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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JMIR Research Protocols
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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.

5,580 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.
5,580 works in the cohort · of 4,299,418page 7 of 112

Labels cover 88 of 5,580 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 5,580 of 5,580 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Effective Treatment Strategies for the Removal of Antibiotic-Resistant Bacteria, Antibiotic-Resistance Genes, and Antibiotic Residues in the Effluent From Wastewater Treatment Plants Receiving Municipal, Hospital, and Domestic Wastewater: Protocol for a Systematic Review
Mahbub‐Ul Alam, Sharika Ferdous, Ayşe Ercümen, Audrie Lin, Abul Kamal, Sharmin Khan Luies +11 more
2021· review· en· JMIR Research Protocols· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
afffundvenueaboutunlabeled
Virtual Reality–Based Treatment for Military Members and Veterans With Combat-Related Posttraumatic Stress Disorder: Protocol for a Multimodular Motion-Assisted Memory Desensitization and Reconsolidation Randomized Controlled Trial
Chelsea Jones, Lorraine Smith‐MacDonald, Antonio Miguel Cruz, Ashley Pike, Marieke J. van Gelderen, Liana Lentz +10 more
2020· article· en· JMIR Research Protocols· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
venueno affunlabeled
Using Electronic Health Record–Based Clinical Decision Support to Provide Social Risk–Informed Care in Community Health Centers: Protocol for the Design and Assessment of a Clinical Decision Support Tool
Rachel Gold, Christina R. Sheppler, Danielle Hessler, Arwen Bunce, Erika Cottrell, Nadia Yosuf +4 more
2021· article· en· JMIR Research Protocols· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch
31
citations
venueno affgemma · no categorygpt · no categorymodels split
Implementation Science Research Examining the Integration of Evidence-Based Practices Into HIV Prevention and Clinical Care: Protocol for a Mixed-Methods Study Using the Exploration, Preparation, Implementation, and Sustainment (EPIS) Model
April Idalski Carcone, Karin Coyle, Sitaji Gurung, Demetria Cain, Rafael E Dilones, Laura Jadwin‐Cakmak +2 more
2019· article· en· JMIR Research Protocols· Health Professions
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch
31
citations
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