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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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BMC Health Services 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.

1,915 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.
1,915 works in the cohort · of 4,299,418page 1 of 39

Labels cover 11 of 1,915 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 1,915 of 1,915 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
How does burnout affect physician productivity? A systematic literature review
Carolyn S. Dewa, Desmond Loong, Sarah Bonato, Nguyễn Xuân Thành, Philip Jacobs
2014· review· en· BMC Health Services Research· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
636
citations
afffundunlabeled
Single item measures of self-rated mental health: a scoping review
Farah Ahmad, Anuroop K Jhajj, Donna E. Stewart, Madeline Burghardt, Arlene S. Bierman
2014· review· en· BMC Health Services Research· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
553
citations
afffundunlabeled
Towards a universal model of family centered care: a scoping review
Kristina M. Kokorelias, Monique A. M. Gignac, Gary Naglie, Jill I. Cameron
2019· review· en· BMC Health Services Research· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
499
citations
affunlabeled
Proceedings of the 3rd IPLeiria’s International Health Congress
Catarina Tomás, Emanuel Oliveira, Denise Carvalho De Sousa, Matheus Uba Chupel, Guilherme Eustáquio Furtado, Clara Rocha +1003 more
2016· article· en· BMC Health Services Research· Psychology
distilled prediction:candidate · noneconsensus · none
456
citations
afffundaboutunlabeled
Development and assessment of the Alberta Context Tool
Carole A. Estabrooks, Janet E. Squires, Greta G. Cummings, Judy Birdsell, Peter Norton
2009· article· en· BMC Health Services Research· Health Professions
distilled prediction:candidate · stsconsensus · none
328
citations
aboutno affunlabeled
The cost of health professionals' brain drain in Kenya
Joses Muthuri Kirigia, A R Gbary, Lenity Kainyu Muthuri, Jennifer Nyoni, Anthony Theophilus Seddoh
2006· article· en· BMC Health Services Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
218
citations
affunlabeled
From theory to practice: improving the impact of health services research
Kevin Brazil, Elizabeth M. Ozer, Michelle M. Cloutier, Robert Levine, Daniel Stryer
2005· review· en· BMC Health Services Research· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
201
citations

How this was built: Screen · Findings · About