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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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HERD Health Environments Research & Design Journal
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

51 results · 1 filter active ·
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20082025
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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.
51 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 51 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 51 of 51 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Intensive Care Unit Built Environments: A Comprehensive Literature Review (2005–2020)
Stephen Verderber, Seth Gray, Shivathmikha Suresh-Kumar, Damian Kercz, Christopher S. Parshuram
2021· review· en· HERD Health Environments Research & Design Journal· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
66
citations
affunlabeled
Evaluating Intention and Effect
Celeste Alvaro, Andrea Wilkinson, Sara N. Gallant, Deyan Kostovski, Paula Gardner
2015· article· en· HERD Health Environments Research & Design Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
43
citations
affunlabeled
Layout Planning in Healthcare Facilities: A Systematic Review
Guilherme Brittes Benitez, Giovani J.C. da Silveira, Flávio S. Fogliatto
2019· review· en· HERD Health Environments Research & Design Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
42
citations
affunlabeled
Music in Waiting Rooms: A Literature Review
J. Lai, Noel Amaladoss
2021· review· en· HERD Health Environments Research & Design Journal· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
27
citations
affunlabeled
The Influence of Exposure to Nature on Inpatient Hospital Stays: A Scoping Review
Keegan Guidolin, Flora Jung, Sarah B. Hunter, Han Yan, Marina Englesakis, Stephen Verderber +2 more
2024· review· en· HERD Health Environments Research & Design Journal· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
25
citations
affaboutunlabeled
Assessing the Physical Service Setting
Claudia Steinke
2015· article· en· HERD Health Environments Research & Design Journal· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
23
citations
affaboutunlabeled
Simulation-Based Mock-Up Evaluation of a Universal Operating Room
Jonas Shultz, David Borkenhagen, Emily Rose, Brendan Gribbons, Hannah Rusak-Gillrie, Shelly Fleck +2 more
2019· article· en· HERD Health Environments Research & Design Journal· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
21
citations
afffundunlabeled
Evidence-Based Design Features Improve Sleep Quality Among Psychiatric Inpatients
Ryan Pyrke, Margaret C. McKinnon, Heather E. McNeely, Catherine Ahern, Karen Langstaff, Peter Bieling
2017· article· en· HERD Health Environments Research & Design Journal· Psychology
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
13
citations
affunlabeled
Shared Opportunities on Institutional Lands
Irena Knežević, Phil Mount, Chantal Clément
2016· article· en· HERD Health Environments Research & Design Journal· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Bridging the Research-to-Practice Divide in Healthcare Design
Vanessa Lambert
2025· article· en· HERD Health Environments Research & Design Journal· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch
0
citations

How this was built: Screen · Findings · About