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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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Journal for Nurses in Professional Development
Topic
Retraction
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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.

36 results · 1 filter active ·
Results by year
20132025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
36 works in the cohort · of 4,299,418page 1 of 1

Labels cover 2 of 36 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 36 of 36 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Stages of Transition and Transition Shock
Judy Boychuk Duchscher, Maryann Windey
2018· article· en· Journal for Nurses in Professional Development· Health Professions
machine prediction:candidate · noneconsensus · none
152
citations
affunlabeled
Self-Care Strategies for Professional Development
Jennifer Bonamer, Catherine Aquino‐Russell
2019· article· en· Journal for Nurses in Professional Development· Psychology
machine prediction:candidate · noneconsensus · none
37
citations
affunlabeled
Preceptor Practice
Mary G. Harper, Beth Ulrich, Dawn Whiteside, Joan Insalaco Warren, R MacDonald
2021· article· en· Journal for Nurses in Professional Development· Health Professions
machine prediction:candidate · noneconsensus · none
31
citations
affaboutunlabeled
New Rural Acute Care Nurses Speak Up
Monique Sedgwick, Em M. Pijl
2015· article· en· Journal for Nurses in Professional Development· Health Professions
machine prediction:candidate · noneconsensus · none
14
citations
affunlabeled
Nursing Orientation During the COVID-19 Pandemic
Jennifer Dale-Tam, Kristin Thompson
2021· article· en· Journal for Nurses in Professional Development· Health Professions
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Nursing Education and Research Rounds
Agnes Black, Marion Clauson, Shelley Evelyn Fraser
2013· article· en· Journal for Nurses in Professional Development· Health Professions
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Elevating the Preceptor Role
Sarah N. Hardacker, Madeline Perkel, Karen E. King, Larissa Hutchins
2022· article· en· Journal for Nurses in Professional Development· Nursing
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Second Victim Phenomenon Educational Program Evaluation
Dianna Jo Copley, Christian N. Burchill, Deborah Lindell, Mary A. Dolansky
2023· article· en· Journal for Nurses in Professional Development· Health Professions
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Expedited Cross-Training
S. Patel, Benjamin Hartung, Roxana Nagra, Amy Davignon, Taranvir Dayal, Maria Nelson
2021· article· en· Journal for Nurses in Professional Development· Nursing
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Bloom’s Taxonomy
Myralyn Ortiz, Denise A. Kent, Melissa Carlucci, Paige Ricca, Wendy Zeiher, Kathryn J. Vanderzwan +2 more
2022· article· en· Journal for Nurses in Professional Development· Medicine
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Overcoming the Disruption of Clinical Nursing Education
Joan Insalaco Warren, Jennifer Stephenson Zipp, Jana Goodwin, Eursula David-Sherman
2022· article· en· Journal for Nurses in Professional Development· Medicine
machine prediction:candidate · noneconsensus · none
4
citations
affgemma · no categorygpt · no categorymodels split
Retaining Novice Nurses
Victoria Pizzamiglio, Lorraine Montoya, Amy Vandekemp, Rebecca Bernal, Glenn Barton
2025· article· en· Journal for Nurses in Professional Development· Nursing
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Driving Value in a Nurse Residency Program
Rachel Pejsar Snelling, Vickie Adams, Dana Garcher
2023· article· en· Journal for Nurses in Professional Development· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Transition to Practice
Mélanie Lavoie‐Tremblay
2024· article· en· Journal for Nurses in Professional Development· Nursing
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Safe Searches
Frances Abela-Dimech, Kim Johnston
2017· article· en· Journal for Nurses in Professional Development· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affgemma · no categorygpt · no categorymodels agree
What’s Up Wednesday
2022· article· en· Journal for Nurses in Professional Development· Nursing
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Two Paths to Competency Validation
Briyana L. M. Morrell, Nancy Campbell
2016· article· en· Journal for Nurses in Professional Development· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Influence of One
Mary G. Harper
2022· article· en· Journal for Nurses in Professional Development· Nursing
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Saying “Yes”!
JoAnn DelMonte
2020· article· en· Journal for Nurses in Professional Development· Nursing
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About