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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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Qualitative Health 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.

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.

736 results · 1 filter active ·
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20002025
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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.
736 works in the cohort · of 4,299,418page 1 of 15

Labels cover 30 of 736 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 736 of 736 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Health Information—Seeking Behavior
Sylvie Lambert, Carmen G. Loiselle
2007· article· en· Qualitative Health Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
916
citations
affunlabeled
Qualitative Metasynthesis: Reflections on Methodological Orientation and Ideological Agenda
Sally Thorne, Louise Jensen, Margaret H. Kearney, George W. Noblit, Margarete Sandelowski
2004· review· en· Qualitative Health Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
753
citations
affgemma · no categorygpt · no categorymodels agree
Bracketing in Research: A Typology
Robin E. Gearing
2004· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts
538
citations
affunlabeled
An Introduction to Concept Mapping as a Participatory Public Health Research Method
Jessica G. Burke, Patricia O’Campo, Geri L. Peak, Andrea C. Gielen, Karen A. McDonnell, William M. K. Trochim
2005· article· en· Qualitative Health Research· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
440
citations
affunlabeled
The Standpoint of Storyteller
Arthur W. Frank
2000· article· en· Qualitative Health Research· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
409
citations
affunlabeled
What About Focus Group Interaction Data?
Wendy Duggleby
2005· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · insufficient_payload
373
citations
affunlabeled
Phenomenology in Its Original Sense
Max van Manen
2017· article· en· Qualitative Health Research· Psychology
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
367
citations
affunlabeled
Improving Accuracy of Transcripts in Qualitative Research
Lynne MacLean, Mechthild Meyer, Alma Estable
2004· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts
328
citations
affunlabeled
Can we Research Suffering?
Arthur W. Frank
2001· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+insufficient_payload
276
citations
affunlabeled
Sources of Practice Knowledge Among Nurses
Carole A. Estabrooks, William Rutakumwa, Katherine A. O’Leary, Joanne Profetto‐McGrath, Margaret Milner, Merry Jo Levers +1 more
2005· article· en· Qualitative Health Research· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · metaresearch+insufficient_payload
205
citations
afffundunlabeled
Children and Youth With Disabilities
Gail Teachman, Barbara E. Gibson
2012· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · stsconsensus · none
196
citations
aboutno affunlabeled
Timing of Translation in Cross-Language Qualitative Research
Hudson P. Santos, Amanda M. Black, Margarete Sandelowski
2014· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts
175
citations
affunlabeled
Chronic Illness Experience: Insights from a Metastudy
Sally Thorne, Barbara Paterson, Sonia Acorn, Connie Canam, Gloria Joachim, Carol Jillings
2002· article· en· Qualitative Health Research· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
170
citations
afffundaboutunlabeled
“Nature Does Things Well, Why Should We Interfere?”
Ève Dubé, Maryline Vivion, Chantal Sauvageau, Arnaud Gagneur, Raymonde F. Gagnon, Maryse Guay
2015· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · stsconsensus · none
168
citations
affgemma · research_integritygpt · metaresearch+research_integritymodels split
Ethical Dilemmas in Research on Internet Communities
Sarah Flicker, Dave Haans, Harvey A. Skinner
2004· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts
158
citations
affunlabeled
The Politics of Evidence
Janice M. Morse
2006· article· en· Qualitative Health Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch
156
citations
affunlabeled
Qualitative Research With Small Connected Communities
Thecla Damianakis, Michael R. Woodford
2012· article· en· Qualitative Health Research· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+sts
152
citations
affunlabeled
Dignity Violation in Health Care
Nora Jacobson
2009· article· en· Qualitative Health Research· Medicine
distilled prediction:candidate · noneconsensus · none
151
citations

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